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94                    <h2>Books</h2> <!-- (For a complete list, please visit <span><a target ="_blank" href ="https://scholar.google.com/citations?user=On6mWPIAAAAJ">Google Scholar)-->
95                    </h2> 
96                    <ol>
97                        <li> Y. Yang, M. Chen, F. Liu, and S. Mao, “Positioning and Sensing Over Wireless Networks”, Springer International Publishing, Singapore, 2025.
98                        
99                         <li> M. Chen and S. Cui, "Communication Efficient Federated Learning for Wireless Networks", Springer International Publishing, Singapore, 2023.
100
101                         <li>H. Hellstrom, J. M. B. da Silva Jr., M. M. Amiri, M. Chen, V. Fodor. H. V. Poor, and C. Fischione, "Wireless for Machine Learning: A Survey", <i>Now Publishers</i>, Hanover, MA, 2022. [Also published in Foundations and Trends in Signal Processing.]
102
103                        <li> C. S. Hong, L. U. Khan, M. Chen, D. Chen, W. Saad, and Z. Han, "Federated Learning for Wireless Networks", Springer International Publishing, Singapore, 2021.
104
105
106                    </ol>
107
108                    <h2>Book Chapters</h2>
109                    </h2> 
110                    <ol>
111                        <li>Y. Hu and M. Chen, “Optimization of Image Transmission in a Cooperative Semantic Communication Networks”, in Foundations of Semantic Communication Networks, (eds. W. Saad, C. Chaccour, C. K. Thomas, M, Debbah), Wiley-IEEE Press, 2025.
112                        <li>Z. Yang, M. Chen, W. Saad, M. Shikh-Bahaei, H. V. Poor, and S. Cui, “Federated Learning in 6G Mobile Wireless Networks”, in 6G Mobile Wireless Networks, (eds. Y. Wu, S. Singh, T. Taleb, A. Roy, H. S. Dhillon, M. R. Kanagarathinam, A. De), Springer, Cham, Switzerland, 2021.
113                        <li>N. Shlezinger, M. Chen, Y. Eldar, H. V. Poor, and S. Cui, Quantized Federated Learning, in Machine Learning and Wireless Communications, (eds. A. Goldsmith, D. Guduz, H. V. Poor, and Y. Eldar), Cambridge University Press, Cambridge, UK, 2020.
114                        <li>M. Chen, W. Saad, and C. Yin, Cache-Enabled UAVs in Wireless Networks, in Wireless Edge Caching: Modelling, Analysis, and Optimization, (eds. T. Q. S. Quek, E. Bastug, S. Chatzinotas, and T. X. Vu), Cambridge University Press, Cambridge, UK, 2019.
115
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132                    <div  style="" id="tab-3-content">
133                    <hr class="star-primary">
134                    <h2>Journal and Conference Publications</h2>
135                    <h2>2026</h2>
136                    <ol>
137                    <li> J. Li, J. Cui, C. Huang, J. Zhu, Z. Chu, M. Chen, P. Xiao and R. Tafazolli, "Hybrid Bit and Semantic Communications for UAV-Enabled Wireless Power Transfer Networks: A Decision-Assisted Deep Reinforcement Learning Approach",
138                         <i>IEEE Journal on Selected Areas in Communications,</i> vol. 44, pp. 4924 - 4936, 2026. 
139                    <li> H. Yu, H. Farooq, J. Forgeat, S. Bothe, K. Cyras, MMU. Chowdhur
139y and M. Chen, "Optimizing Reinforcement Learning Training over Digital Twin Enabled Multi-fidelity Networks",
140                         <i>IEEE Transactions on Mobile Computing,</i> to appear, 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2603.08931">
141                            ArXiv</a>) 
142                    <li> O. Huan, C. Liu, N. Yang, Z. Zhang, T. Luo and M. Chen, "Joint Optimization of Digital Semantic Communication and Radar Sensing for Enhanced ISAC",
143                         <i>IEEE Transactions on Wireless Communications,</i> vol. 25, pp. 16730 - 16744, 2026. 
144                    <li> X. Yang, Y. Lai, G. Li, J. Wu, K. Zhou, J. Li and M. Chen, "Toward Polymorphic Backdoor Against Semantic Communication via Intensity-Based Poisoning",
145                         <i>IEEE Transactions on Information Forensics and Security,</i> vol. 21, pp. 4505 - 4520, 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2604.23231">
146                            ArXiv</a>)  
147                    <li> B. Chen, G. Li, J. Wu, J. Li, M. Chen and J. Wang, "AgentChain: Blockchain-empowered Multi-agent Coordination for Trustworthy LLM Question-answering Systems",
148                         <i>IEEE Transactions on Dependable and Secure Computing,</i> to appear, 2026.
149                    <li> K. Tekbıyık, A. H. F. Raouf, İ. Güvenç, M. Chen, G. K. Kurt and A. Lesage-Landry, "AI-Driven Low-Altitude Economy: Spectrum, Mobility, and Validation",
150                         <i>IEEE Network,</i> to appear, 2026. (Available: <a target="_blank" href="https://drive.google.com/file/d/1yx-NuZ_1EMi2jNgh0FuJtTZoqIcqYNhK/view">
151                            ArXiv</a>)  
152                    <li> Z. Li, X. Luo, M. Chen, G. Li and Y. Liu, "Beamforming Feedback-Driven Wireless Positioning: A Transferable Vision Transformer Approach",
153                         <i>IEEE Transactions on Mobile Computing,</i> to appear, 2026.
154                    <li> L. Zhang, L. Cao, Z. Chen, D. Wei, M. Chen, V. Sathya and S. Mao, "Wi-Fi 8 Coordinated Beamforming: A Cross-Layer Approach Toward Optimized Access Point Cluster Formation",
155                         <i>IEEE Transactions on Wireless Communications,</i> vol. 25, pp. 12468 - 12481, 2026.
156                    <li> F. Yin, Q. Liu, M. Chen, Y. Hu, L. Jin and S. Li, "Resource Allocation for Heterogeneous Services in Satellite-Terrestrial IoT Networks With Multi-Access Edge Computing",
157                         <i>IEEE Transactions on Wireless Communications,</i> vol. 25, pp. 11980 - 11997, 2026. 
158
159                    <li> X. Yang, Y. He, G. Li, J. Li, Y. Xu, Y. Liu and M. Chen, "SemGuard: Toward Intrinsic Trusted Access Framework for Semantic Communication via Backdoor Regularization",
160                         <i>IEEE Wireless Communications Letters,</i> vol. 15, pp. 1657 - 1661, 2026. 
161                    <li> Y. Li, D. Wen, M. Xia, M. Chen and X. Fu, "Robust Decentralized Online Learning Against Targeted and Untargeted Malicious Data Feature Manipulation",
162                         <i>IEEE Transactions on Mobile Computing,</i> vol. 25, no. 6, pp. 7611 - 7625, June 2026. 
163                    <li> D. Wei, X. Xu, Y. Liu, H. V. Poor and M. Chen, “Optimizing Model Splitting and Device Task Assignment for Deceptive Signal-Assisted Private Multi-hop Split Learning”, 
164                         <i>IEEE Journal on Selected Areas in Communications,</i> vol. 44, pp. 1512 - 1528, 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.07323">
165                            ArXiv</a>)         
166                    <li>  R. Xu, G. Li, C. Li, J. Li, Y. Liu, and M. Chen, “Agile, Reliable and Communication-Efficient Metaverse 3D Reconstruction Via Gaussian Semantic Splatting”, 
167                         <i>IEEE Transactions on Mobile Computing,</i> vol. 25, no. 5, pp. 6102 - 6116, May 2026.
168                    <li>  T. Shui, W. Saad, Y. Hu, and M. Chen, “Resilient Vehicular Communications under Imperfect Channel State Information”, 
169                         <i>IEEE Transactions on Wireless Communications,</i> vol. 25, pp. 6442 - 6459, 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2505.01687">
170                            ArXiv</a>) 
171                    <li>  Y. Zhu, M. Chen, S. Wang, Y. Liu, C. Yin, and T. Q. S. Quek, “3D UAV Localization Optimization under Jamming Attacks: A Mixture Gaussian Distribution based Collaborative Reinforcement Learning”, 
172                         <i>IEEE Transactions on Mobile Computing,</i> vol. 25, no. 4, pp. 5217 - 5233, April 2026.
173                    <li>  X. Yang, Y. Lai, G. Li, J. Wu, K. Zhou, and M. Chen, “SemanAegis: Toward Credential-Aware Semantic Communication Against Knowledge Leakage Threats”, 
174                         <i>IEEE Transactions on Mobile Computing,</i> vol. 25, no. 4, pp. 5032 - 5049, April 2026.
175                    <li>  X. Xu, H. Xu, D. Wei, W. Saad, M. Bennis, and M. Chen, “Transformer-Based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-Enabled 3D UAV Positioning”, 
176                         <i>IEEE Journal on Selected Areas in Communications,</i>  vol. 44, pp. 1128 - 1143, 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.09094">
177                            ArXiv</a>)
178                    <li>  X. Luo, Z. Li, M. Chen, R. Yu, S. Mao, and Y. Liu, “Unified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communications”, 
179                         <i>IEEE Journal on Selected Areas in Communications,</i>  vol. 44, pp. 913 - 926, 2026. (Available: <a target="_blank" href=" https://par.nsf.gov/servlets/purl/10657520">
180                            ArXiv</a>) 
181                    <li>  L. Zhang, L. Cao, D. Wei, M. Chen, Z. Chen, and S. Cui, “Cross-Layer Channel Sounding Optimization Towards Next-Gen Wi-Fi: From Model Driven to Data Driven”, 
182                         <i>IEEE Transactions on Wireless Communications,</i> vol. 25, pp. 3319 - 3332, 2026.
183                    <li> H. Zhang, M. Chen, A. Vahid, F. Ye, and H. Sun, “Model-based Deep Learning for QoS-Aware Rate-Splitting Multiple Access Wireless Systems”, 
184                         <i>IEEE Transactions on Wireless Communications,</i>  vol. 25, pp. 3033 - 3046, 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2411.03507">
185                            ArXiv</a>)    
186                    <li> W. Zhang, Y. Hu, T. Luo, Z. Zhang, and M. Chen, “Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method”, 
187                         <i>IEEE Transactions on Wireless Communications,</i> vol. 25, pp. 1408 - 1421, 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2508.07586">
188                            ArXiv</a>) 
189                     <li> D. Wei, X. Xu, S. Mao, and M. Chen, “Optimizing Communication and Device Clustering for Clustered Federated Learning With Differential Privacy”, 
190                         <i>IEEE Transactions on Mobile Computing,</i> vol. 25, no. 1, pp. 419 - 433, Jan. 2026. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.07320">
191                            ArXiv</a>) 
192
193
194
195                    <li> R. Xu, S. Zhang, Z. Yang, Y. Chen, M. Chen, Z. Zhang and KK. Wong, "Hybrid Bit and Semantic Communications for UAV-Enabled Wireless Power Transfer Networks: A Decision-Assisted Deep Reinforcement Learning Approach",
196                        in <i>Proc. IEEE Wireless Communications and Networking Conference Workshops (WCNCW)</i>, KUALA LUMPUR, Malaysia, 2026.
197                    <li> L. Zhang, L. Cao, D. Wei, M. Chen, Z. Chen and V. Sathya, "Cross-Layer Channel Sounding Optimization Towards Next-Gen Wi-Fi", 
198                        in <i>Proc. IEEE Consumer Communications & Networking Conference (CCNC)</i>, Las Vegas, NV, USA, 2026.
199                             
200                            </ol> 
201                    </div>
202
203                </div>
204            </div>
205        </section>
206
207
208
209<section id="hiring" style="margin-top:40px">
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214                    <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$(&#39;#tab-1-content&#39;).toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button>
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216
217                    <div  style="" id="tab-3-content">
218                    <hr class="star-primary">
219                    <h2>2025</h2>
220                    <ol>
221                    <li>  Z. Zhang, Z. Peng, H. Yu, M. Chen, and Y. Liu, “Digital Network Twins for Next-Generation Wireless: Creation, Optimization, and Challenges”, 
222                         <i>IEEE Network,</i> to appear, 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2410.18002">
223                            ArXiv</a>) 
224                    <li> N. Yang, S. Wang, Y. Liu, C. G. Brinton, C. Yin, M. Chen, “Graph Neural Networks for the Optimization of Collaborative Federated Learning Energy Efficiency”, 
225                         <i>IEEE Transactions on Mobile Computing,</i> vol. 24, no. 11, pp. 12049 - 12060, Nov. 2025.                  
226                    <li> W. Huang, G. Li, M. Chen, J. Li, and H. Zhu, “Silent Penetrator: Breaching Cross-Domain Federated Fine-Tuning via Feature Shift-Induced Backdoor”, 
227                         <i>
227IEEE Transactions on Information Forensics and Security,</i> vol. 20, pp. 7106 - 7120, June 2025.
228                    <li> J. Zhang, Y. Zhu, T. Luo, Z. Zhang, Y. Hu, and M. Chen, “Performance Optimization of Semantic Communications with Heterogeneous Knowledge: An Adversarial Reinforcement Learning Approach”, 
229                         <i>IEEE Transactions on Communications,</i> vol. 73, no. 11, pp. 11123 - 11137, Nov. 2025.                            
230                    <li> Z. Zhao, Z. Yang, M. Chen, C. Zhu, W. Xu, Z. Zhang, and K. Huang, “Energy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networks”, 
231                         <i>IEEE Transactions on Wireless Communications,</i> vol. 24, no. 10, pp. 8814 - 8829, Oct. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2407.03776">
232                            ArXiv</a>)                         
233                    <li> C. Liu, C. Guo, Y. Yang, M. Chen, and T. Q. S. Quek, “Lightweight Task-Oriented Semantic Communication Empowered by Large-Scale AI Models”, 
234                         <i>IEEE Transactions on Vehicular Technology,</i> vol. 74, no. 9, pp. 14823 - 14827, Sept. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2506.13243">
235                            ArXiv</a>) 
236                    <li> Z. Peng, Y. Liu, G. Li, Z. Yang, M. Chen, D. Xu, and X. Li, “Generative Artificial Intelligence Models for Emerging Communication Systems: Fundamentals and Challenges”, 
237                         <i>IEEE Communications Magazine,</i> vol. 63, no. 9, pp. 36 - 43, Sep. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.07323">
238                            ArXiv</a>)    
239                    <li> R. Xu, G. Li, J. Wu, J. Li, Y. Zhao, Y. Liu, and M. Chen, “Toward Covert and Reliable Communication for Anti-eavesdropping Transmission in V2X Networks”, 
240                         <i>IEEE Transactions on Wireless Communications,</i> vol. 24, no. 8, pp. 6429 - 6442, Aug. 2025.                       
241                    <li> H. T, M. Chen, J. Zhao, Y. Hu, Z. Yang, Y. Liu, and C. Yin, “Continual Reinforcement Learning for Digital Twin Synchronization Optimization”, 
242                         <i>IEEE Transactions on Mobile Computing,</i> vol. 24, no. 8, pp. 6843 - 6857, Aug. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2501.08045">
243                            ArXiv</a>)                    
244                    <li> H. Yu, Y. Liu, Z. Yang, H. Sun, and M. Chen, “Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks”, 
245                         <i>IEEE Internet of Things Journal,</i> vol. 12, no. 15, pp. 29152 - 29163, Aug. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2502.05116">
246                            ArXiv</a>)
247                    <li> Z. Li, X. Luo, M. Chen, C. Xu, S. Mao, and Y. Liu, “Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks”, 
248                        <i>IEEE Journal on Selected Areas in Communications (JSAC),</i> vol. 43, no. 3, pp. 959 - 972, March 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2412.10385">
249                            ArXiv</a>)
250
251                    <li> X. Luo, Z. Li, Z. Peng, M. Chen, and Y. Liu, “Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks”, 
252                        <i>IEEE Transactions on Cognitive Communications and Networking (TCCN),</i> vol. 11, no. 2, pp. 751 - 763, April 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2501.06604">
253                            ArXiv</a>)  
254
255                    <li> J. Wang, Y. Yang, Z. Yang, C. Huang, M. Chen, Z. Zhang, and M. S.-Bahaei, “Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks”, 
256                        <i>IEEE Transactions on Cognitive Communications and Networking (TCCN),</i> vol. 11, no. 2, pp. 791 - 804, April 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2501.06604">
257                            ArXiv</a>)
258                    <li> Y. Zhu, M. Chen, S. Wang, Y. Hu, Y. Liu, C. Yin, and T. Quek, “Passive Inter-Satellite Localization Accuracy Optimization in Low Earth Orbit Satellite Networks”, 
259                        <i>IEEE Transactions on Wireless Communications,</i> vol. 24, no. 4, pp. 2894 - 2909, April 2025. 
260                    <li> J. Bian, C. Shen, M. Chen, and J. Xu, “Indirect-Communication Federated Learning via Mobile Transporters”, 
261                        <i>IEEE Transactions on Mobile Computing,</i> vol. 24, no. 6, pp. 4845 - 4857, June 2025. (Available: <a target="_blank" href="https://par.nsf.gov/servlets/purl/10588590">
262                            ArXiv</a>)
263                    <li> Y. Chen, M. Chen, H. Xu, Z. Yang, K.-K. Wong, and Z. Zhang, “Joint Beamforming and Antenna Design for Near-Field Fluid Antenna System”, 
264                        <i>IEEE Wireless Communications Letters,</i> vol. 14, no. 2, pp. 415 - 419, Feb. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2407.05791">
265                            ArXiv</a>)
266                    <li> Z. Zhu, Y. Yang, M. Chen, C. Guo, J. Cheng, and S. Cui, “A Survey on Indoor Visible Light Positioning Systems: Fundamentals, Applications, and Challenges”, 
267                        <i>IEEE Communications Surveys & Tutorials,</i> vol. 27, no. 3, pp. 1656 - 1686, June 2025. (Available: <a target="_blank" href="https://arxiv.org/abs/2401.13893">
268                            ArXiv</a>)
269                    <li> O. Huan, T. Luo, and M. Chen, “Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning”, <i>IEEE Transactions on Mobile Computing,
270                    </i> vol. 24, no. 2, pp. 696 - 708, Feb. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2410.19788">
271                            ArXiv</a>)
272                    <li> O. Huan, Y. Yang, T. Luo, and M. Chen, “Multi-Modal Data-Based Semi-Supervised Learning for Vehicle Positioning”, <i>IEEE Transactions on Communications
273                    </i>, vol. 73, no. 3, pp. 1663 - 1676, March 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2410.20680">
274                            ArXiv</a>)                   
275                            
276                            
277                   <li> W. Zhang, Y. Hu, T. Luo, Z. Zhang, and M. Chen, "Recurrent Reinforcement Learning with Dense Reward for Covert Semantic Communication Performance Optimization", 
278                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
279                             Taipei, Taiwan, December 2025.
280                   <li> Z. Yang, Y. Zhu, M. Chen, and Y. Liu, "Bridging Data and Knowledge: A Neurosymbolic Framework for Reliable Network Analysis", 
281                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
282                             Taipei, Taiwan, December 2025.
283                    <li> R. Xu, M. Chen, Z. Yang, Z. Zhang, K. K. Wong, C. B. Chae, and H. V. Poor, "Energy Efficient Fluid Antenna Relay (FAR)-Assisted Wireless Networks", 
284                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
285                             Taipei, Taiwan, December 2025. 
286                    <li> Z. Zhao, Z. Yang, M. Chen, Y. Hu, C. Zhu, and Z. Zhang, "Energy Efficient Probabilistic Semantic Communication over Visible Light Networks", 
287                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
288                             Taipei, Taiwan, December 2025.
289                    <li> H. Yu, H. Farooq, J. Forgeat, S. Bothe, K. Cyras, M. M. U. Chowdhur
289y, and M. Chen, "Optimizing Training of Policies on Hierarchical Multi-fidelity Environments", 
290                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
291                             Taipei, Taiwan, December 2025.   
292                    <li> X. Xu, D. Wei, Y. Hu, Z. Yang, and M. Chen, "Joint Trajectory and Antenna Port Selection Optimization for Fluid Antenna System-enabled Resilient UAV Networks", 
293                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
294                             Taipei, Taiwan, December 2025.  
295                    <li> T. Shui, W. Saad, and M. Chen, "Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC)", 
296                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
297                             Taipei, Taiwan, December 2025.
298                    <li> S. Yang, D. Wei, H. Yu, Z. Yang, Y. Liu, and M. Chen, "Contrastive Language-Image Pre-Training Model based Semantic Communication Performance Optimization", 
299                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
300                             Taipei, Taiwan, December 2025.
301                    <li> K. Zhao, C. Zhu, M. Chen, C. Huang, Z. Yang, and Z. Zhang, "SflLLM: Efficient Split Federated Learning for Large Language Model Over Wireless Networks", 
302                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
303                             Taipei, Taiwan, December 2025. 
304                    <li> H. Chang, M. Chen, H. Wang, Q. Zhang, "Privacy Preserving Semantic Communications Using Vision Language Models: A Segmentation and Generation Approach", 
305                             in <i>Proc. IEEE Military Communications Conference (MILCOM)</i>, 
306                             Los Angeles, CA, USA, Oct. 2025.  
307                    <li> Z. Zhang, M. Fang, M. Chen, Y. Liu, "On Transferring, Merging, and Splitting Task-Oriented Network Digital Twins", 
308                             in <i>Proc. International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)</i>, 
309                             Barcelona, Spain, Oct. 2025. 
310                    <li> S. Li, M. Chen, S. Li, G. Caire, "On Secrecy Capacity of Binary Beampointing Channels with Block Memory and Feedback", 
311                             in <i>Proc. Annual Allerton Conference on Communication, Control, and Computing (Allerton)</i>, 
312                             Urbana, IL, Sept. 2025. (Invited paper)                            
313                    <li> H. Zhang, A. Vahid, M. Chen, F. Ye, and H. Sun, "Model-based Deep Learning for Wireless Resource Allocation in RSMA Communications Systems", 
314                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
315                             Montreal, Canada, June 2025.
316                    <li> T. Shui, W. Saad, and M. Chen, "A Resilience Perspective on C-V2X Communication Networks under Imperfect CSI", 
317                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
318                             Montreal, Canada, June 2025.
319                    <li> D. Wei, H. Yu, Y. Liu, S. Mao, and M. Chen, "Joint Optimization of Communication and Device Clustering for Secure Clustered Federated Learning", 
320                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
321                             Montreal, Canada, June 2025.
322                    <li> X. Xu, H. Xu, H. Yu, Y. Liu, and M. Chen, "Fluid Antenna System (FAS)-assisted 3D UAV Positioning Performance Optimization", 
323                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
324                             Montreal, Canada, June 2025.
325                    <li> Z. Li, X. Luo, M. Chen, C. Xu, and Y. Liu, "BFMLoc: Transformer-Based Indoor Positioning Leveraging Beamforming Feedback Matrices", 
326                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
327                             Montreal, Canada, June 2025.
328                    <li> R. Xu, Z. Yang, T. Zhang, M. Chen, C. Zhu, Z. Zhang, "Fair Rate Maximization for Fluid Antenna Relay (FAR)-assisted Multi-user MISO Communications", 
329                             in <i>Proc. IEEE International Conference on Communications (ICC) Workshop</i>, 
330                             Montreal, Canada, June 2025.
331
332                        
333                    <li> Z. Li, X. Luo, M. Chen, C. Xu, and Y. Liu, "Adaptive Traffic Steering in Open RAN: Integrating Rule-Based Policies with Reinforcement Learning", 
334                             in <i>Proc. IEEE International Conference on Computer Communications (INFOCOM) Workshop</i>, 
335                             London, United Kingdom, May 2025.
336                    <li> J. Wang, Z. Yang, C. Huang, Z. Zhang, M. S. Bahaei, and M. Chen, "Semantic Feature Multiple Access (SFMA) Over Wireless Networks", 
337                             in <i>Proc. IEEE International Conference on Computer Communications (INFOCOM) Workshop</i>, 
338                             London, United Kingdom, May 2025.
339                    <li> D. W, Q. Zhang, Y. Liu, and M. Chen, "Joint Optimization of Model Splitting and Device Task Assignment for Private Multi-hop Split Learning", 
340                         in <i>Proc. Annual Conference on Information Sciences and Systems (CISS), </i> Baltimore, MD, USA, March 2025. (Invited paper)
341                    <li> D. Wu, Z. Peng, M. Chen, and Yuchen Liu, “Transforming Network Intrusion Detection Using Large Language Models”, 
342                         in <i> Proc. IEEE Consumer Communications & Networking Conference (CCNC),</i> Las Vegas, NV, USA, Jan. 2025.   
343                   
344                    </ol> 
345                    </div>
346
347                </div>
348            </div>
349        </section> 
350
351
352       <!--         <section id="hiring" style="margin-top:40px">
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359
360      <!--              <div  style="" id="tab-3-content">
361                    <hr class="star-primary">
362                    <h2>Journal and Conference Publications</h2>
363                    <h2>2025</h2>
364                    <ol>
365                    <li> Z. Peng, Y. Liu, G. Li, Z. Yang, M. Chen, D. Xu, and X. Li, “Generative Artificial Intelligence Models for Emerging Communication Systems: Fundamentals and Challenges”, 
366                         <i>IEEE Communications Magazine,</i> vol. 63, no. 9, pp. 36 - 43, Sep. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.07323">
367                            ArXiv</a>)    
368                        
369                    <li> D. Wei, X. Xu, Y. Liu, H. V. Poor and M. Chen, “Optimizing Model Splitting and Device Task Assignment for Deceptive Signal Assisted Private Multi-hop Split Learning”, 
370                         <i>IEEE Journal on Selected Areas in Communications,</i> to appear, 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.07323">
371                            ArXiv</a>)         
372                        
373                  <li>  X. Xu, H. Xu, D. Wei, W. Saad, M. Bennis, and M. Chen, “Transformer based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-enabled 3D UAV Positioning”, 
374                         <i>IEEE Journal on Selected Areas in Communications,</i> to appear, 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.09094">
375                            ArXiv</a>)
376                <li>  R. Xu, G. Li, C. Li, J. Li, Y. Liu, and M. Chen, “Resilient Vehicular Communications under Imperfect Channel State Information”, 
377                         <i>IEEE Transactions on Mobile Computing,</i> to appear, 2025.
378                      
379                <li>  T. Shui, W. Saad, Y. Hu, and M. Chen, “Resilient Vehicular Communications under Imperfect Channel State Information”, 
380                         <i>IEEE Transactions on Wireless Communications,</i> to appear, 2025.
381
382                 <li>  Y. Zhu, M. Chen, S. Wang, Y. Liu, C. Yin, and T. Q. S. Quek, “3D UAV Localization Optimization under Jamming Attacks: A Mixture Gaussian Distribution based Collaborative Reinforcement Learning”, 
383                         <i>IEEE Transactions on Mobile Computing,</i> to appear, 2025.
384                      
385                <li>  X. Yang, Y. Lai, G. Li, J. Wu, K. Zhou, and M. Chen, “SemanAegis: toward Credential-Aware Semantic Communication against Knowledge Leakage Threats”, 
386                         <i>IEEE Transactions on Mobile Computing,</i> to appear, 2025.
387                    <li>  Z. Zhang, Z. Peng, H. Yu, M. Chen, and Y. Liu, “Digital Network Twins for Next-Generation Wireless: Creation, Optimization, and Challenges”, 
388                         <i>IEEE Network,</i> to appear, 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2410.18002">
389                            ArXiv</a>) 
390                    <li>  X. Luo, Z. Li, M. Chen, R. Yu, S. Mao, and Y. Liu, “Unified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communications”, 
391                         <i>IEEE Journal on Selected Areas in Communications,</i> to appear, 2025.
392                <li>  L. Zhang, L. Cao, D. Wei, M. Chen, Z. Chen, and S. Cui, “Cross-Layer Channel Sounding Optimization Towards Next-Gen Wi-Fi: From Model Driven to Data Driven”, 
393                         <i>IEEE Transactions on Wireless Communications,</i> to appear, 2025.
394                    <li> H. Zhang, M. Chen, A. Vahid, F. Ye, and H. Sun, “Model-based Deep Learning for QoS-Aware Rate-Splitting Multiple Access Wireless Systems”, 
395                         <i>IEEE Transactions on Wireless Communications,</i> to appear, 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2411.03507">
396                            ArXiv</a>)             
397                     <li> D. Wei, X. Xu, S. Mao, and M. Chen, “Optimizing Communication and Device Clustering for Clustered Federated Learning With Differential Privacy”, 
398                         <i>IEEE Transactions on Mobile Computing,</i> to appear, 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2507.07320">
399                            ArXiv</a>) 
400                    <li> W. Zhang, Y. Hu, T. Luo, Z. Zhang, and M. Chen, “Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method”, 
401                         <i>IEEE Transactions on Wireless Communications,</i> to appear, 2025. (Available: <a target="_blank" href="">
402                            ArXiv</a>)   
403                    <li> N. Yang, S. Wang, Y. Liu, C. G. Brinton, C. Yin, M. Chen, “Graph Neural Networks for the Optimization of Collaborative Federated Learning Energy Efficiency”, 
404                         <i>IEEE Transactions on Mobile Computing,</i> vol. 24, no. 11, pp. 12049 - 12060, Nov. 2025. (Available: <a target="_blank" href="">
405                            ArXiv</a>)                           
406                    <li> W. Huang, G. Li, M. Chen, J. Li, and H. Zhu, “Silent Penetrator: Breaching Cross-Domain Federated Fine-Tuning via Feature Shift-Induced Backdoor”, 
407                         <i>
407IEEE Transactions on Information Forensics and Security,</i> vol. 20, pp. 7106 - 7120, June 2025.
408                    <li> J. Zhang, Y. Zhu, T. Luo, Z. Zhang, Y. Hu, and M. Chen, “Performance Optimization of Semantic Communications with Heterogeneous Knowledge: An Adversarial Reinforcement Learning Approach”, 
409                         <i>IEEE Transactions on Communications,</i> to appear, 2025. (Available: <a target="_blank" href="">
410                            ArXiv</a>)                            
411                    <li> Z. Zhao, Z. Yang, M. Chen, C. Zhu, W. Xu, Z. Zhang, and K. Huang, “Energy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networks”, 
412                         <i>IEEE Transactions on Wireless Communications,</i> vol. 24, no. 10, pp. 8814 - 8829, Oct. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2407.03776">
413                            ArXiv</a>)                         
414                    <li> C. Liu, C. Guo, Y. Yang, M. Chen, and T. Q. S. Quek, “Lightweight Task-Oriented Semantic Communication Empowered by Large-Scale AI Models”, 
415                         <i>IEEE Transactions on Vehicular Technology,</i> vol. 74, no. 9, pp. 14823 - 14827, Sept. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2506.13243">
416                            ArXiv</a>) 
417                    <li> R. Xu, G. Li, J. Wu, J. Li, Y. Zhao, Y. Liu, and M. Chen, “Toward Covert and Reliable Communication for Anti-eavesdropping Transmission in V2X Networks”, 
418                         <i>IEEE Transactions on Mobile Computing,</i> vol. 24, no. 8, pp. 6429 - 6442, Aug. 2025.
419                            ArXiv</a>)                            
420                    <li> H. T, M. Chen, J. Zhao, Y. Hu, Z. Yang, Y. Liu, and C. Yin, “Continual Reinforcement Learning for Digital Twin Synchronization Optimization”, 
421                         <i>IEEE Transactions on Mobile Computing,</i> vol. 24, no. 8, pp. 6843 - 6857, Aug. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2501.08045">
422                            ArXiv</a>)                    
423                    <li> H. Yu, Y. Liu, Z. Yang, H. Sun, and M. Chen, “Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks”, 
424                         <i>IEEE Internet of Things Journal,</i> vol. 12, no. 15, pp. 29152 - 29163, Aug. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2502.05116">
425                            ArXiv</a>)
426                    <li> Z. Li, X. Luo, M. Chen, C. Xu, S. Mao, and Y. Liu, “Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks”, 
427                        <i>IEEE Journal on Selected Areas in Communications (JSAC),</i> vol. 43, no. 3, pp. 959 - 972, March 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2412.10385">
428                            ArXiv</a>)
429
430                    <li> X. Luo, Z. Li, Z. Peng, M. Chen, and Y. Liu, “Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks”, 
431                        <i>IEEE Transactions on Cognitive Communications and Networking (TCCN),</i> vol. 11, no. 2, pp. 751 - 763, April 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2501.06604">
432                            ArXiv</a>)  
433
434                    <li> J. Wang, Y. Yang, Z. Yang, C. Huang, M. Chen, Z. Zhang, and M. S.-Bahaei, “Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks”, 
435                        <i>IEEE Transactions on Cognitive Communications and Networking (TCCN),</i> vol. 11, no. 2, pp. 791 - 804, April 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2501.06604">
436                            ArXiv</a>)
437                    <li> Y. Zhu, M. Chen, S. Wang, Y. Hu, Y. Liu, C. Yin, and T. Quek, “Passive Inter-Satellite Localization Accuracy Optimization in Low Earth Orbit Satellite Networks”, 
438                        <i>IEEE Transactions on Wireless Communications,</i> vol. 24, no. 4, pp. 2894 - 2909, April 2025. (Available: <a target="_blank" href="">
439                            ArXiv</a>)
440                    <li> J. Bian, C. Shen, M. Chen, and J. Xu, “Indirect-Communication Federated Learning via Mobile Transporters”, 
441                        <i>IEEE Transactions on Mobile Computing,</i> vol. 24, no. 6, pp. 4845 - 4857, June 2025. (Available: <a target="_blank" href="">
442                            ArXiv</a>)
443
444                    <li> Y. Chen, M. Chen, H. Xu, Z. Yang, K.-K. Wong, and Z. Zhang, “Joint Beamforming and Antenna Design for Near-Field Fluid Antenna System”, 
445                        <i>IEEE Wireless Communications Letters,</i> vol. 14, no. 2, pp. 415 - 419, Feb. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2407.05791">
446                            ArXiv</a>)
447                    <li> O. Huan, T. Luo, and M. Chen, “Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning”, <i>IEEE Transactions on Mobile Computing,
448                    </i> vol. 24, no. 2, pp. 696 - 708, Feb. 2025. (Available: <a target="_blank" href="https://arxiv.org/pdf/2410.19788">
449                            ArXiv</a>)
450                    <li> O. Huan, Y. Yang, T. Luo, and M. Chen, “Multi-Modal Data-Based Semi-Supervised Learning for Vehicle Positioning”, <i>IEEE Transactions on Communications
451                    </i>, vol. 73, no. 3, pp. 1663 - 1676, March 2025. (Available: <a target="_blank" href="">
452                            ArXiv</a>)
453                    <li> Z. Zhu, Y. Yang, M. Chen, C. Guo, J. Cheng, and S. Cui, “A Survey on Indoor Visible Light Positioning Systems: Fundamentals, Applications, and Challenges”, 
454                        <i>IEEE Communications Surveys & Tutorials,</i> vol. 27, no. 3, pp. 1656 - 1686, June 2025. (Available: <a target="_blank" href="https://arxiv.org/abs/2401.13893">
455                            ArXiv</a>)
456                    <li> Z. Zhang, M. Fang, M. Chen, Y. Liu, "On Transferring, Merging, and Splitting Task-Oriented Network Digital Twins", 
457                             in <i>Proc. International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)</i>, 
458                             Barcelona, Spain, Oct. 2025. 
459                    <li> H. Chang, M. Chen, H. Wang, Q. Zhang, "Privacy Preserving Semantic Communications Using Vision Language Models: A Segmentation and Generation Approach", 
460                             in <i>Proc. IEEE Military Communications Conference (MILCOM)</i>, 
461                             Los Angeles, CA, USA, Oct. 2025.                    
462                    <li>
462 S. Li, M. Chen, S. Li, G. Caire, "On Secrecy Capacity of Binary Beampointing Channels with Block Memory and Feedback", 
463                             in <i>Proc. Annual Allerton Conference on Communication, Control, and Computing (Allerton)</i>, 
464                             Urbana, IL, Sept. 2025. (Invited paper)  
465                   <li> H. Yu, H. Farooq, J. Forgeat, S. Bothe, K. Cyras, M. M. U. Chowdhury, and M. Chen, "Optimizing Training of Policies on Hierarchical Multi-fidelity Environments", 
466                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
467                             Taipei, Taiwan, December 2025.  
468                   <li> X. Xu, D. Wei, Y. Hu, Z. Yang, and M. Chen, "Joint Trajectory and Antenna Port Selection Optimization for Fluid Antenna System-enabled Resilient UAV Networks", 
469                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
470                             Taipei, Taiwan, December 2025.                        
471                   <li> S. Yang, D. Wei, H. Yu, Z. Yang, Y. Liu, and M. Chen, "Contrastive Language-Image Pre-Training Model based Semantic Communication Performance Optimization", 
472                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
473                             Taipei, Taiwan, December 2025.
474                   <li> T. Shui, W. Saad, and M. Chen, "Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC)", 
475                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
476                             Taipei, Taiwan, December 2025.
477                   <li> W. Zhang, Y. Hu, T. Luo, Z. Zhang, and M. Chen, "Recurrent Reinforcement Learning with Dense Reward for Covert Semantic Communication Performance Optimization", 
478                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
479                             Taipei, Taiwan, December 2025.
480                   <li> Z. Yang, Y. Zhu, M. Chen, and Y. Liu, "Bridging Data and Knowledge: A Neurosymbolic Framework for Reliable Network Analysis", 
481                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
482                             Taipei, Taiwan, December 2025.
483                    <li> Z. Zhao, Z. Yang, M. Chen, Y. Hu, C. Zhu, and Z. Zhang, "Energy Efficient Probabilistic Semantic Communication over Visible Light Networks", 
484                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
485                             Taipei, Taiwan, December 2025.
486                    <li> R. Xu, M. Chen, Z. Yang, Z. Zhang, K. K. Wong, C. B. Chae, and H. V. Poor, "Energy Efficient Fluid Antenna Relay (FAR)-Assisted Wireless Networks", 
487                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
488                             Taipei, Taiwan, December 2025. 
489                    <li> K. Zhao, C. Zhu, M. Chen, C. Huang, Z. Yang, and Z. Zhang, "SflLLM: Efficient Split Federated Learning for Large Language Model Over Wireless Networks", 
490                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
491                             Taipei, Taiwan, December 2025.                           
492                    <li> D. Wei, H. Yu, Y. Liu, S. Mao, and M. Chen, "Joint Optimization of Communication and Device Clustering for Secure Clustered Federated Learning", 
493                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
494                             Montreal, Canada, June 2025.
495                    <li> H. Zhang, A. Vahid, M. Chen, F. Ye, and H. Sun, "Model-based Deep Learning for Wireless Resource Allocation in RSMA Communications Systems", 
496                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
497                             Montreal, Canada, June 2025.
498                    <li> T. Shui, W. Saad, and M. Chen, "A Resilience Perspective on C-V2X Communication Networks under Imperfect CSI", 
499                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
500                             Montreal, Canada, June 2025.
501                    <li> X. Xu, H. Xu, H. Yu, Y. Liu, and M. Chen, "Fluid Antenna System (FAS)-assisted 3D UAV Positioning Performance Optimization", 
502                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
503                             Montreal, Canada, June 2025.
504                    <li> Z. Li, X. Luo, M. Chen, C. Xu, and Y. Liu, "BFMLoc: Transformer-Based Indoor Positioning Leveraging Beamforming Feedback Matrices", 
505                             in <i>Proc. IEEE International Conference on Communications (ICC)</i>, 
506                             Montreal, Canada, June 2025.
507                    <li> R. Xu, Z. Yang, T. Zhang, M. Chen, C. Zhu, Z. Zhang, "Fair Rate Maximization for Fluid Antenna Relay (FAR)-assisted Multi-user MISO Communications", 
508                             in <i>Proc. IEEE International Conference on Communications (ICC) Workshop</i>, 
509                             Montreal, Canada, June 2025.
510
511                        
512                    <li> Z. Li, X. Luo, M. Chen, C. Xu, and Y. Liu, "Adaptive Traffic Steering in Open RAN: Integrating Rule-Based Policies with Reinforcement Learning", 
513                             in <i>Proc. IEEE International Conference on Computer Communications (INFOCOM) Workshop</i>, 
514                             London, United Kingdom, May 2025.
515                    <li> J. Wang, Z. Yang, C. Huang, Z. Zhang, M. S. Bahaei, and M. Chen, "Semantic Multiple Access Communications Over Wireless Networks", 
516                             in <i>Proc. IEEE International Conference on Computer Communications (INFOCOM) Workshop</i>, 
517                             London, United Kingdom, May 2025.
518                    <li> D. W, Q. Zhang, Y. Liu, and M. Chen, "Joint Optimization of Model Splitting and Device Task Assignment for Private Multi-hop Split Learning", 
519                         in <i>Proc. Annual Conference on Information Sciences and Systems (CISS), </i>, Baltimore, MD, USA, March 2025. (Invited paper)
520                    <li> D. Wu, Z. Peng, M. Chen, and Yuchen Liu, “Transforming Network Intrusion Detection Using Large Language Models”, 
521                         in <i> Proc. IEEE Consumer Communications & Networking Conference (CCNC),</i> Las Vegas, NV, USA, Jan. 2025.   
522                   
523                    </ol> 
524                    </div>
525
526                </div>
527            </div>
528        </section> -->
529
530
531        
532        <section id="hiring" style="margin-top:40px">
533            <div class="container lead">
534                <div style="text-align: left; margin-top:10px" class="col-md-12">
535
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538                    </i> -->
539
540                    <div  style="" id="tab-3-content">
541                    <hr class="star-primary">
542                    <h2>2024</h2>
543                    <ol>
544                    
545                    <li> P. Tang, Y. Yin, Y. Tong, S. Liu, L. Li, T. Jiang, Q. Wang, and M. Chen, “Channel Characterization and Modeling for VLC-IoE Applications in 6G: A Survey”, <i>IEEE Internet of Things Journal</i>, vol. 11, no. 21, pp. 34872 - 34895, Nov. 2024. <!--(Available: <a target="_blank" href="https://arxiv.org/abs/2407.01917">  -->
546                            ArXiv</a>) 
547                   <li> Z. Zhang, M. Fang, M. Chen, G. Li, X. Lin, and Y. Liu, “Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks”, <i>IEEE Internet of Things Journal</i>, vol. 11, no. 21, pp. 34312 - 34324, Nov. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2407.01917">
548                            ArXiv</a>) 
549                    <li> W. Ding, Z. Yang, M. Chen, Y. Liu, and M. S. Bahaei, “Joint Vehicle Connection and Beamforming Optimziation in Digital Twin Assisted Integrated Sensing and Communication Vehicular Networks”, <i>IEEE Internet of Things Journal</i>, vol. 11, no. 20, pp. 32923 - 32938, Oct. 2024. <!-- (Available: <a target="_blank" href="https://arxiv.org/abs/2302.14648">
550                            ArXiv</a>) -->
551                    <li> S. Wang, M. Chen, C. Shen, C. Yin, and C. G. Brinton, “Digital Over-the-Air Federated Learning in Multi-Antenna Systems”, <i>IEEE Transactions on Wireless Communications</i>, vol. 23, no. 10, pp. 15125 - 15141, Oct. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2302.14648">
552                            ArXiv</a>) 
553                    <li> Y. Yang, M. Chen, Y. Blankenship, J. Lee, Z. Ghassemlooy; J. Cheng, and S. Mao, “Positioning Using Wireless Networks: Applications, Recent Progress, and Future Challenges”, <i>IEEE Journal on Selected Areas in Communications</i>, vol. 42, no. 9, pp. 2149 - 2178, Sept. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2403.11417">
554                            ArXiv</a>)  
555                    <li> Y. Wu, Y. Hu, M. Chen, Y. Yesha, and M. Debbah, “Blockchains for Internet of Things: Fundamentals, Applications, and Challenges”, <i>IEEE Network</i>, vol. 38, no. 6, pp. 443 - 450, Nov. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2405.04803">
556                            ArXiv</a>)     
557                    <li> Z. Yang, M. Chen, G. Li, Y. Yang, and Z. Zhang, “Secure Semantic Communications: Fundamentals and Challenges”, <i>IEEE Network</i>, vol. 38, no. 6, pp. 513 - 520, Nov. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2301.01421">
558                            ArXiv</a>)  
559                    <li> B. Clerckx, Y. Mao, Z. Yang, M. Chen, A. Alkhateeb, L. Liu, M. Qiu, J. Yuan, V. W.S. Wong, and J. Montojo, “Multiple Access Techniques for Intelligent and Multifunctional 6G: Tutorial, Survey, and Outlook
560”, <i>Proceedings of the IEEE</i>, vol. 112, no. 7, pp. 832 - 879, Jul. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2401.01433">
561                            ArXiv</a>)   
562                    <li> Z. Li, M. Chen, G. Li, X. Lin, and Y. Liu, “Map-Driven mmWave Link Quality Prediction with Spatial-Temporal Mobility Awareness”, <i>IEEE Transactions on Mobile Computing</i>, vol. 23, no. 12, pp. 12161 - 12175, Dec. 2024. <!--(Available: <a target="_blank" href="https://arxiv.org/pdf/2309.10263">
563                            ArXiv</a>) -->
564                    <li> Z. Zhang, Y. Liu, Z. Peng, M. Chen, D. Xu, and S. Cui, “Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks”, <i>IEEE Journal on Selected Areas in Communications</i>, vol. 42, no. 11, pp. 3306 - 3320, Nov. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2407.00286">
565                            ArXiv</a>) 
566                    <li> L. Sun, Y. Yang, M. Chen, and C. Guo, “Disentangled Information Bottleneck guided Privacy-Protective Joint Source and Channel Coding for Image Transmission”, <i>IEEE Transactions on Communications</i>, vol. 72, no. 11, pp. 6992 - 7005, Nov. 2024. (Available: <a target="_blank" href="https://arxiv.org/pdf/2309.10263">
567                            ArXiv</a>)
568                    <li> Z. Yang, M. Chen, Y. Liu, and Z. Zhang, "A Joint Communication and Computation Framework for Digital Twin Over Wireless Networks", <i>IEEE Journal of Selected Topics in Signal Processing</i>, vol. 18, no. 1, pp. 6 - 17, Jan. 2024 (Available: <a target="_blank" href="https://arxiv.org/pdf/2209.10200">
569                                ArXiv</a>) 
570                    <li> S. Wang, M. Chen, C. G. Brinton, C. Yin, W. Saad, and S. Cui, "Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks", <i>IEEE Transactions on Wireless Communications</i>, vol. 23, no. 3, pp. 2340 - 2356, March 2024 (Available: <a target="_blank" href="https://arxiv.org/pdf/2209.10200">
571                                ArXiv</a>) 
572                    <li> S. Zhang, Z. Yang, M. Chen, D. Liu, K. K. Wong, and H. V. Poor, “Beamforming Design for the Performance Optimization of Intelligent Reflecting Surface Assisted Multicast MIMO Networks”, <i>IEEE Transactions on Wireless Communications</i>, vol. 23, no. 3, pp. 2325 - 2339, Mar. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2208.07048">
573                            ArXiv</a>) 
574                    <li> Y. Oh, Y. S. Jeon, M. Chen, and W. Saad, “FedVQCS: Federated Learning via Vector Quantized Compressed Sensing”, <i>IEEE Transactions on Wireless Communications</i>, vol. 23, no. 3, pp. 1755 - 1770, Mar. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2204.07692">
575                            ArXiv</a>) 
576                    <li> W. Zhang, Y. Wang, M. Chen, T. Luo, and D. Niyato, "Optimization of Image Transmission in Cooperative Semantic Communication Networks", <i>IEEE Transactions on Wireless Communications</i>, vol. 23, no. 2, pp. 861 - 573, Feb. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2301.00433">
577                            ArXiv</a>)
578                    <li> X. Li, M. Chen, Y. Hu, Z. Zhang, D. Liu, and S. Mao, “Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach”, <i>IEEE Transactions on Wireless Communications,</i> vol. 23, no. 10, 12917 - 12932, Oct. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2403.11102">
579                        ArXiv</a>)
580                        <li> H. Yu, Y. Liu, and M. Chen, “Complex-Valued Neural Network Based Federated Learning for Multi-User Indoor Positioning Performance Optimization”, <i>IEEE Internet of Things Journal,</i> vol. 11, no. 21, pp. 34065 - 34077, Nov. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2403.00665">
581                            ArXiv</a>)
582                        <li> Y. Zhu, M. Chen, S. Wang, Y. Hu, Y. Liu, and C. Yin, “Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking”, <i>IEEE Transactions on Mobile Computing,</i> vol. 23, no. 12, pp. 10787 - 10802, Dec. 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2401.12079">
583                            ArXiv</a>)
584                            <li> Z. Zhu, Y. Yang, M. Chen, C. Guo, J. Hao, and S. Cui, “Visible Light Positioning with Visual Odometry: A Single Luminaire Based Positioning Algorithm”, <i>IEEE Transactions on Communications,</i> vol. 72, no. 8, pp. 4978 - 4991, Aug. 2024. (Available: <a target="_blank" href="">
585                                ArXiv</a>) 
586                            <li> R. Zhang, F. Liu, J. Liu, M. Chen, Q. Tang, T. Huang, F. R. Yu, “CPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learning”, <i>IEEE Transactions on Mobile Computing,</i> vol. 23, no. 10, pp. 9424 - 9436, Oct. 2024. (Available: <a target="_blank" href="">
587                                ArXiv</a>) 
588                            <li> Y. Cang, M. Chen, Y. Pan, Z. Yang, Y. Hu, H. Sun, and M. Chen, “Joint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networks”, <i>IEEE Transactions on Communications,</i> vol. 72, no. 6, pp. 3378 - 3392, June 2024. (Available: <a target="_blank" href="https://arxiv.org/abs/2401.11377">
589                                ArXiv</a>)
590
591
592
593
594                         <li> K. Ding, F. Liu; Y. Yang, M. Chen, and C. Guo, "Large Scale Model Enabled Semantic Communications Based on Robust Knowledge Distillation", 
595                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
596                             Cape Town, South Africa, December 2024.
597                        <li> L. Lin, Z. Yang, Y. Wu, Y. Liu, and M. Chen, "A Joint Gradient and Loss Based Clustered Federated Learning Design", 
598                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
599                             Cape Town, South Africa, December 2024.
600                        <li> Y. Zhu, M. Chen, S. Wang, Y. Liu, G. Li, C. Yin, and T. Q.S. Quek, "Mixture Gaussian Distribution-Based Collaborative Reinforcement Learning for 3D UAV Localization Optimization Against Jamming Attacks", 
601                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
602                             Cape Town, South Africa, December 2024.                        
603                        <li> Z. Zhao, Z. Yang, M. Chen, X. Gan, C. Huang, W. Xu, and Z. Zhang, "Energy Efficient Probabilistic Semantic Communication over SAGIN", 
604                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
605                             Cape Town, South Africa, December 2024.
606                        <li> H. Y, Y. Liu, and M. Chen, "Joint Communication and Synchronization Performance Optimization in Digital Twin Enabled Networks", 
607                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
608                             Cape Town, South Africa, December 2024.
609                        <li> X. Li, M. Chen, D. Liu, Z. Zhang, and T. Q. S. Quek, "Performance Optimization for Vehicular Cooperative Sensing: A Graph Attention Based Reinforcement Learning Approach", 
610                             in <i>Proc. IEEE Global Communications Conference (GLOBECOM)</i>, 
611                             Cape Town, South Africa, December 2024.  
612                        
613                        <li> R. Xu, G. Li, X. Lin, Y. Liu, M. Chen, and J. Li, "Leveraging Neural Radiance Field and Semantic Communication for Robust 3D Reconstruction", in <i>Proc. IEEE Vehicular Technology Conference (VTC2024-Fall)</i>, Washington, DC, USA, Oct. 2024. 
614                        <li> L. Lin, Z. Yang, Q. Yang, and M. Chen, "A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy", in <i>Proc. IEEE Vehicular Technology Conference (VTC2024-Fall)</i>, Washington, DC, USA, Oct. 2024. 
615
616                        <li> Z. Zhang, M. Chen, Z. Yang, and Y. Liu, "Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning", in <i>Proc. IFIP/IEEE Networking</i>, Thessaloniki, Greece, June 2024.
617                                    <li> Z. Yang, Y. Wang, M. Chen, J. Liu, and Y. Liu, "GemNet: Analysis and Prediction of Building Materials for Optimizing Indoor Wireless Networks", in <i>Proc. IEEE International Conference on Communications (ICC), Mobile and Wireless Networks Symposium</i>, Denver, CO, USA, June 2024.
618                                    <li> Z. Li, X. Luo, M. Chen, C. Xu, and Y. Liu, "Context-Aware Beam Management via Online Probing in Comb
618inatorial Multi-Armed Bandits", in <i>Proc. IEEE International Conference on Communications (ICC), Wireless Communications Symposium</i>, Denver, CO, USA, June 2024.
619                                    <li> J. Zhang, M. Chen, Y. Zhu, S. Hu, T. Luo, and Z. Zhang, "Performance Optimization of Semantic Communications for Users with Heterogeneous Knowledge", in <i>Proc. IEEE International Conference on Communications (ICC), Next-Generation Networking and Internet Symposium</i>, Denver, CO, USA, June 2024.
620                                    <li> N. Yang, S. Wang, M. Chen, C. Yin, C. G. Brinton, "A Privacy Preserving and Byzantine Robust Collaborative Federated Learning Method Design", in <i>Proc. IEEE International Conference on Communications (ICC), Mobile and Wireless Networks Symposium</i>, Denver, CO, USA, June 2024.
621                                    <li> J. Zhao, M. Chen, Z. Yang, C. You, and M. Chen, "Resource Allocation for Semantic Relay Aided Wireless Networks with Probability Graph", in <i>Proc. IEEE International Conference on Communications (ICC),  Green Communication Systems and Networks Symposium </i>, Denver, CO, USA, June 2024.
622                                    <li> O. Huan, M. Chen, and T. Luo , "Optimizing Vehicle Positioning via Multi-model Image and Radio Frequency Fusion", in <i>Proc. IEEE International Conference on Communications (ICC),  Signal Processing for Communications Symposium </i>, Denver, CO, USA, June 2024.
623                                    <li> Z. Zhao, Z. Yang, M. Chen, C. You, Q. Yang, W. Xu, and Z. Zhang, "Multi-User Probabilistic Semantic Communication with Semantic Compression Ratio Optimization", in <i>Proc. IEEE International Conference on Communications Workshops</i>, Denver, CO, USA, June 2024.
624                                    <li> S. Zhang, M. Chen, W. Zhang, Z. Yang, D. Liu, Z. Zhang, and K.-K. Wong, "Performance Optimization for Multicast Mm Wave MIMO Networks with Mobile Users", in <i>Proc. IEEE International Conference on Communications Workshops</i>, Denver, CO, USA, June 2024.  
625                                    <li> X. Li, M. Chen, Y. Hu, Z. Zhang, D. Liu, and S. Mao, "Dynamic Graph Neural Networks for Joint Terahertz based Sensing and Communication Optimization in Vehicular Networks", in <i>Proc. IEEE Wireless Communications and Networking Conference (WCNC)</i>, Dubai, United Arab Emirates, April 2024.
626                                    <li> R. Xu, G. Li, Z. Yang, M. Chen, Y. Liu, and J. Li, "Covert and Reliable Semantic Communication Against Cross-layer Privacy Inference over Wireless Edge Networks", in <i>Proc. IEEE Wireless Communications and Networking Conference (WCNC)</i>, Dubai, United Arab Emirates, April 2024.
627                                    <li> L. Sun, C. Guo, M. Chen, and Y. Yang, "Privacy-aware Joint Source-channel Coding for Image Transmission based on Disentangled Information Bottleneck", in <i>Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, Seoul, Korea, April 2024.
628                                    <li> Z. Yang, M. Chen, Y. Liu, and Z. Zhang, "Optimizing Synchronization Delay for Digital Twin over Wireless Networks", in <i>Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, Seoul, Korea, April 2024. 
629
630                            </ol> 
631                    </div>
632
633                </div>
634            </div>
635        </section>
636
637
638        <section id="hiring" style="margin-top:40px">
639            <div class="container lead">
640                <div style="text-align: left; margin-top:10px" class="col-md-12">
641
642                 <!--   <i class="noshow" style="display:none;" id="tab-1">
643                    <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$(&#39;#tab-1-content&#39;).toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button>
644                    </i> -->
645
646                    <div  style="" id="tab-3-content">
647                    <hr class="star-primary">
648                    <h2>2023</h2>
649                    <ol>
650                        <li> X. Li, M. Chen, Y. Liu, Z. Zhang, D. Liu, and S. Mao, “Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks”, <i>IEEE Journal on Selected Areas in Communications, Special Issue on 5G/6G Precise Positioning on Cooperative Intelligent Transportation Systems (C-ITS) and Connected Automated Vehicles (CAV)</i>, vol. 41, no. 12, pp. 3893 - 3907, Dec. 2023. (Available: <a target="_blank" href="https://arxiv.org/abs/2302.02878">
651                            ArXiv</a>) 
652                        <li> L. Sun, Y. Yang, M. Chen, C. Guo, W. Saad, and H. V. Poor, “Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission”, <i>IEEE Journal on Selected Areas for Communications (JSAC), Special Issue on Beyond Shannon Communications: A Paradigm Shift to Catalyze 6G</i>, vol. 41, no. 8, pp. 2628 - 2644, Aug. 2023. (Available: <a target="_blank" href="https://arxiv.org/abs/2204.07692">
653                            ArXiv</a>)  
654                            <li> Z. Zhu, C. Guo, R. Bao, M. Chen, W. Saad, and Y. Yang, "Positioning Using Visible Light Communications: A Perspective Arcs Approach", <i>IEEE Transactions on Wireless Communications</i>, vol. 22, no. 10, pp. 6962 - 6977, Oct. 2023. (Available: <a target="_blank" href="https://arxiv.org/abs/2204.08131">
655                                ArXiv</a>) 
656                            <li> J. Yao, Z. Yang, W. Xu, M. Chen, and D. Niyato, "GoMORE: Global Model Reuse for Resource-Constrained Wireless Federated Learning", <i>IEEE Wireless Communications Letters</i>, vol. 12, no. 9, pp. 1543 - 1547, Sept. 2023. (Available: <a target="_blank" href="https://arxiv.org/abs/2306.05380">
657                                ArXiv</a>)
658                            <li> Z. Yang, M. Chen, Z. Zhang, C. Huang, "Energy Efficient Semantic Communication over Wireless Networks with Rate Splitting", <i>IEEE Journal on Selected Areas for Communications (JSAC), Special Issue on Rate Splitting for Future Wireless Networks</i>, vol. 41, no. 5, pp. 1484 - 1495, May 2023. (Available: <a target="_blank" href="https://arxiv.org/abs/2301.01987">
659                                ArXiv</a>)
660                                <li> B. Chen, G. Li, M. Chen, Y. Liu, X. Yi, and J. Li, "PBE-Plan: Periodic Backdoor Erasing Plan for Trustworthy Federated Learning", in <i>Proc. IEEE High Performance Computing and Communications (HPCC)</i>, Melbourne, Australia, December 2023. 
661                                    <li> H. Yu, M. Chen, Z. Yang, and Y. Liu, "Complex Neural Networks for Indoor Positioning with Complex-Valued Channel State Information", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Selected Areas in Communications: Integrated Sensing and Communication</i>, Kuala Lumpur, Malaysia, December 2023. 
662                                    <li> N. Yang, S. Wang, M. Chen, C. Shen, C. Yin, and C. G. Brinton, "MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Selected Areas in Communications: Machine Learning for Communications</i>, Kuala Lumpur, Malaysia, December 2023.
663                                    <li> Z. Li, M. Chen, G. Li, and Y. Liu, "Spatial-Temporal Attention-based mmWave Link Quality Prediction under Dynamic Blockages", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Mobile and Wireless Networks Symposium</i>, Kuala Lumpur, Malaysia, December 2023. 
664                                    <li> Y. Zhu, M. Chen, S. Wang, Y. Liu, and C. Yin, "Trajectory Design for 3D UAV Localization in UAV Based Network", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Signal Processing for Communications Symposium</i>, Kuala Lumpur, Malaysia, December 2023.
665                                    <li> N. Yang, S. Wang, M. Chen, C. G. Brinton, and C. Yin, "Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Green Communication Systems and Network</i>, Kuala Lumpur, Malaysia, December 2023. 
666                                    <li> Y. Liu, M. Chen, D. Xu, Z. Yang, and S. Zhao, "E-App: Adaptive mmWave Access Point Planning with Environmental Awareness in Wireless LANs", in <i>Proc. International Conference on Computer Communications and Networks (ICCCN)</i>, Waikiki Beach, Honolulu, HI, USA, July 2023. <b>(ICCCN 2023 Best Paper Award)</b>
667                                    <li> X. Li, M. Chen, Z. Zhang, D. Liu, Y. Liu, and S. Mao, "Joint Optimization of Sensing and Communications in Vehicular Networks: A Graph Neural Network-based Approach", in <i>Proc. IEEE International Conference on Communications (ICC), SAC Integrated Sensing and Communication Track</i>, Rome, Italy, May 2023. 
668                                    <li> M. Xu, D. Niyato, J. Kang, Z. Xiong, and M. Chen, "Learning-based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing", in <i>Proc. IEEE International Conference on Communications (ICC), SAC Big Data Track</i>,  Rome, Italy, May 2023.
669                                    <li> Z. Zhu, Y. Yang, M. Chen, C. Guo, and Y. Bai, "Visible Light Positioning Based on a Single Luminaire: A Novel Visual Odometry Assisted Algorithm", in <i>Proc. IEEE International Conference on Communications (ICC), Green Communication Systems and Networks Symposium</i>, Rome, Italy, May 2023. 
670                            </ol> 
671                    </div>
672
673                </div>
674            </div>
675        </section> 
676        
677        <section id="hiring" style="margin-top:40px">
678            <div class="container lead">
679                <div style="text-align: left; margin-top:10px" class="col-md-12">
680
681                 <!--   <i class="noshow" style="display:none;" id="tab-1">
682                    <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$(&#39;#tab-1-content&#39;).toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button>
683                    </i> -->
684
685                    <div  style="" id="tab-3-content">
686                    <hr class="star-primary">
687                    <h2>2022</h2>
688                    <ol>
689                         <li>
689 Z. Yang, M. Chen, W. Saad, M. Shikh-Bahaei, "Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication", <i>IEEE Transactions on Mobile Computing</i>, vol. 21, no. 7, pp. 2596 - 2609, Jul. 2022. (Available: <a target="_blank" href="https://arxiv.org/abs/1906.04092">
690                                ArXiv</a>)
691                        <li> Y. Wang, M. Chen, T. Luo, W. Saad, D. Niyato, H. V. Poor, and S. Cui, "Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach", <i>IEEE Journal on Selected Areas for Communications (JSAC), Special Issue on Machine Learning for Communications and Networks</i>, vol. 40, no. 9, pp. 2598 - 2613, Sept. 2022. (Available: <a target="_blank" href="https://arxiv.org/abs/2208.08239">
692                            ArXiv</a>) 
693                        <li> T. Zeng, O. Semiari, M. Chen, W. Saad, and M. Bennis, "Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles", <i>IEEE Transactions on Wireless Communications</i>, vol. 21, no. 12, pp. 10407 - 10423, Dec. 2022. (Available: <a target="_blank" href="https://arxiv.org/abs/2102.03401">
694                            ArXiv</a>)
695                        <li> Y. Wang, M. Chen, Z. Yang, W. Saad, T. Luo, S. Cui, and H. V. Poor, "Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks", <i>IEEE Transactions on Wireless Communications</i>, vol. 21, no. 9, pp. 7778 - 7793, Sept. 2022. (Available: <a target="_blank" href="https://arxiv.org/abs/2102.12277">
696                            ArXiv</a>) 
697                        <li> S. Wang, M. Chen, Z. Yang, C. Yin, W. Saad, S. Cui, and H. V. Poor, "Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics", <i>IEEE Journal of Selected Topics in Signal Processing</i>, vol. 16, no. 3, pp. 501 - 515, Apr. 2022. 
698                            <li> Z Zhang M Zeng M Chen D Liu W Saad S Cui and H V Poor, "Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting", <i>IEEE Transactions on Communications</i>, vol. 70, no. 1, pp. 350 - 365, Jan. 2022. 
699                                <li> Y. Yang, Y. Yang, M. Chen, C. Feng, H. Xia, S. Cui, and H. V. Poor, "Joint Antenna Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems", <i>IEEE Internet of Things Journal</i>, vol. 9, no. 8, pp. 6003 - 6017, Apr. 2022. 
700                                <li> L. Bai, Y. Yang, M. Chen, C. Feng, C. Guo, W. Saad, and S. Cui, "Computer Vision-based Localization with Visible Light Communication", <i>IEEE Transactions on Wireless Communications</i>, vol. 21, no. 3, pp. 2051 - 2065, Mar. 2022. 
701                                <li> Z. Yang, M. Chen, W. Saad, W. Xu, M. Shikh-Bahaei, H. V. Poor, and S. Cui, "Energy-Efficient Wireless Communications with Distributed Reconfigurable Intelligent Surfaces", <i>IEEE Transactions on Wireless Communications</i>, vol. 21, no. 1, pp. 665 - 679, Jan. 2022. (Available: <a target="_blank" href="https://arxiv.org/abs/2005.00269">
702                                    ArXiv</a>) 
703                                    <li> R. Hamdi, M. Chen, A. B. Said, M. Qaraqe, and H. V. Poor, "Federated Learning over Energy Harvesting Wireless Networks", <i>IEEE Internet of Things Journal</i>, vol. 9, no. 1, pp. 92 - 103, Jan. 2022. 
704                                        <li> Z. Yang, M. Chen, Z. Zhang, C. Huang, Q. Yang, "Performance Optimization of Energy Efficient Semantic Communications over Wireless Networks", in <i>Proc. IEEE Vehicular Technology Conference (VTC)</i>, London, United Kingdom, September 2022.
705                        
706                                            <li> S. Zhang, Z. Yang, M. Chen, D. Liu, K. K. Wang, and H. V. Poor, "Performance Optimization for Intelligent Reflecting Surface Assisted Multicast MIMO Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Selected Areas in Communications: Reconfigurable Intelligent Surfaces</i>,  Rio de Janeiro, Brazil, December 2022.
707                                            <li> W. Zhang, Y. Wang, M. Chen, and N. Dusit, "Optimization of Image Transmission in Semantic Communication Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Wireless Communications Symposium</i>, Rio de Janeiro, Brazil, December 2022.
708                                            <li> N. Yang, S. Wang, M. Chen, C. G. Brinton, C. Yin, W. Saad, and S. Cui, "Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Mobile and Wireless Networks Symposium</i>,  Rio de Janeiro, Brazil, December 2022.
709                                            <li> Y. Oh, Y.-S. Jeon, M. Chen, and W. Saad, "Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning", in <i>Proc. the IEEE Global Communications Conference, Workshop on Wireless Communications for Distributed Intelligence</i>, Rio de Janeiro, Brazil, December 2022.
710                                            <li> M.Chen,Y.Wang,andH.V.Poor, "Performance Optimization for Wireless Semantic Communications over Energy Harvesting Networks", in <i>Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing Home Group News Professional Service Publication (ICASSP)</i>, Singapore, May 2022. (Invited paper)
711                            </ol> 
712                    </div>
713
714                </div>
715            </div>
716        </section>  
717
718        <section id="hiring" style="margin-top:40px">
719            <div class="container lead">
720                <div style="text-align: left; margin-top:10px" class="col-md-12">
721
722                 <!--   <i class="noshow" style="display:none;" id="tab-1">
723                    <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$(&#39;#tab-1-content&#39;).toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button>
724                    </i> -->
725
726                    <div  style="" id="tab-3-content">
727                    <hr class="star-primary">
728                    <h2>2021</h2>
729                    <ol>
730                        <li> M. Chen, D. Gündüz, K. Huang, W. Saad, M. Bennis, A. V. Feljan, and H. V. Poor, "Distributed Learning in Wireless Networks: Recent Progress and Future Challenges", <i>IEEE Journal on Selected Areas in Communications</i>, vol. 39, no. 12, pp. 3579 - 3605, Dec. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2104.02151">
731                            ArXiv</a>) 
732                        <li> M. Chen, N. Shlezinger, H. V. Poor, Y. C. Eldar, and S. Cui, "Communication Efficient Federated Learning", <i>Proceedings of the National Academy of Sciences of the United States of America</i>, vol. 118, no. 17, Apr. 2021. 
733                            <li> Y. Fu, Y. Zhang, Q. Zhu, M. Chen, and T. Q. S. Quek, "Joint Content Caching, Recommendation, and Transmission Optimization for Next Generation Multiple Access Network", <i> IEEE Journal on Selected Areas in Communications</i>, vol. 40, no. 5, pp. 1600 - 1614, May 2022. 
734                                <li> Z. Yang, M. Chen, K. K. Wong, H. V. Poor, S. Cui, "Federated learning for 6G: Applications, challenges, and opportunities", <i>Engineering</i>, vol. 8, pp. 33 - 41, Jan. 2022. (Available: <a target="_blank" href="https://arxiv.org/abs/2101.01338">
735                                ArXiv</a>) (Invited paper)
736                                <li> W. Huang, Y. Yang, M. Chen, C. Liu, C. Feng, and H. V. Poor, "Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems", <i>Engineering</i>,  vol. 23, no. 11, Oct. 2021. (Invited paper)
737                                    <li> Z. Zhong, M. Chen, X. Liu, Y. Liu, Y. Chen, S. Cui, and H. V. Poor, "AI Driven UAV-NOMA-MEC in Next Generation Wireless Networks", <i>IEEE Wireless Communications</i>, vol. 28, no. 5, pp. 66 - 73, Oct. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2101.11681">
738                                        ArXiv</a>)
739                                    <li> Z. Yang, M. Chen, W. Saad, M. Shikh-Bahaei, "Optimization of Rate Allocation and Power Control for Rate Splitting Multiple Access (RSMA)", <i>IEEE Transactions on Communications</i>, vol. 69, no. 9, pp. 5988 - 6002, Sept. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/1903.08068">
740                                        ArXiv</a>)
741                                        <li> S. Wang, M. Chen, C. Yin, W. Saad, C. S. Hong, S. Cui, and H. V. Poor, "Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks", <i>IEEE Internet of Things Journal</i>, vol. 8, no. 24, pp. 17460 - 17475, Dec. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2003.09375">
742                                            ArXiv</a>) 
743                                        <li> Y. Hu, M. Chen, W. Saad, H. V. Poor, and S. Cui, "Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks", <i>IEEE Journal on Selected Areas in Communications</i>, vol. 39, no. 10, pp. 3177 - 3192, Oct. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2012.03158">
744                                            ArXiv</a>)
745                                        <li> L. Xu, M. Chen, M. Chen, Z. Yang, C. Chaccour, W. Saad, and C. S. Hong, "Joint Location and Power Optimization for THz-enabled UAV Communications", <i>IEEE Communications Letters</i>, vol. 25, no. 6, pp. 1984 - 1988, June. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2011.01065">
746                                            ArXiv</a>)
747                                        <li> J. Dai, K. Tan, Z. Si, K. Niu, M. Chen, H. V. Poor, and S. Cui, "Learning to Decode Protograph LDPC Codes", <i>IEEE Journal on Selected Areas in Communications</i>, vol. 39, no. 7, pp. 1983 - 1999, July. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2102.03828">
748                                            ArXiv</a>) 
749                                            <li> M. Chen, H. V. Poor, W. Saad, and S. Cui, "Convergence Time Optimization for Federated Learning over Wireless Networks", <i>IEEE Transactions on Wireless Communications</i>, vol. 20, no. 4, pp. 2457 - 2471, Apr. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2001.07845">
750                                                ArXiv</a>)
751                                            <li> M. N. H. Nguyen, S. R. Pandey, K. Thar, N. H. Tran, M. Chen, W. Saad, and C. S. Hong, "Distributed and Democratized Learning: Philosophy and Research Challenges", <i>IEEE Computational Intelligence Magazine</i>, vol. 16, no. 1, pp. 49 - 62, Feb. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2003.09301">
752                                                ArXiv</a>)
753                                                <li> Z. Yang, M. Chen, W. Saad, C. S. Hong, M. Shikh-Bahaei, "Energy Efficient Federated Learning Over Wireless Communication Networks", <i> IEEE Transactions on Wireless Communications</i>, vol. 20, no. 3, pp. 1935 - 1949, Mar. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/1911.02417">
754                                                    ArXiv</a>) <b>
754(2023 IEEE Communications Society Katherine Johnson Young Author Best Paper Award)</b>
755                                                    <li> X. Liu, M. Chen, Y. Liu, Y. Chen, S. Cui, L. Hanzo, "Artificial Intelligence Aided Next-Generation Networks Relying on UAVs", <i>IEEE Wireless Communications</i>, vol. 28, no. 1, pp. 120 - 127, Feb. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2001.11958">
756                                                        ArXiv</a>)
757                                                    <li> M. Chen, Z. Yang, W. Saad, C. Yin, H. V. Poor, and S. Cui, "A Joint Learning and Communications Framework for Federated Learning over Wireless Networks", <i>IEEE Transactions on Wireless Communications</i>, vol. 20, no. 1, pp. 269 - 283, Jan. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/1909.07972">
758                                                        ArXiv</a>) <b>(2023 IEEE Marconi Prize Paper Award in Wireless Communications)</b>
759                                                        <li> S. Wang, M. Chen, X. Liu, C. Yin, S. Cui, and H. V. Poor, "A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks", <i> IEEE Internet of Things Journal</i>, vol. 8, no. 3, pp. 1358 - 1372, Feb. 2021. (Available: <a target="_blank" href="https://arxiv.org/abs/2007.10102">
760                                                            ArXiv</a>)
761
762                                                            <li> Z. Yang, G. Jia, M. Chen, H. Lam, K. Wong, S. Cui, and H. V. Poor, "A Joint Communication and Federated Learning Framework for Internet of Things Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Mobile and Wireless Networks Symposium</i>, Madrid, Spain, December 2021.
763                                                                <li> Z. Xu, M. Chen, M. Chen, Z. Yang, Y. Cang, H. V. Poor, "Physical Layer Security Optimization for MIMO Enabled Visible Light Communication Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Optical Networks and Systems</i>, Madrid, Spain, December 2021.
764                                                                <li> Y. Wang, M. Chen, W. Saad, T. Luo, S. Cui, and H. V. Poor, "Performance Optimization for Semantic Communications: An Attention-based Learning Approach", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Signal Processing for Communications Symposium</i>, Madrid, Spain, December 2021.
765                                                                <li> R. Hamdi, M. Chen, A. Said, M. Qaraqe, and H. V. Poor, "User Scheduling in Federated Learning over Energy Harvesting Wireless Networks", in <i> Proc. IEEE Global Communications Conference (GLOBECOM), Green Communication Systems and Networks Symposium</i>, Madrid, Spain, December 2021.
766                                                                <li> T. Zeng, O. Semiari, M. Chen, W. Saad, and M. Bennis, "Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles", in <i>Proc. IEEE Conference on Decision and Control (CDC)</i>, Austin, TX, USA, December 2021.
767                                                        
768                                                                <li> X. Liu, S. Wang, M. Chen, C. Yin, S. Cui, and H. V. Poor, "Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks", in <i>Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)</i>, Lucca, Italy, September 2021. (Invited paper)
769                                                                <li> M. Chen, N. Shlezinger, H. V. Poor, Y. C. Eldar, and S. Cui, "Joint Resource Management and Model Compression for Wireless Federated Learning", in <i>Proc. IEEE International Conference on Communications (ICC), Cognitive Radio and AI-Enabled Networks Symposium</i>, Montreal, Canada, June 2021.
770                                                                <li> Y. Hu, M. Chen, M. Chen, Z. Yang, M. Shikh-Bahaei, H. V. Poor, and S. Cui, "Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation", in <i>Proc. IEEE International Conference on Acoustics, Speech and Signal Processing</i>
770, Montreal, Canada, June 2021.
771                                                                <li> D. Zhang, J. Dai, K. Tan, K. Niu, M. Chen, H. V. Poor, S. Cui, "Neural Layered Min-sum Decoding for Protograph LDPC Codes", in <i>Proc. IEEE International Conference on Acoustics, Speech and Signal Processing</i>, Montreal, Canada, June 2021.
772                                                                <li> Z. Yang, M. Chen, K. K. Wong, W. Saad, H. V. Poor, and S. Cui, "Performance Optimization of a Distributed Primal-Dual Algorithm over Wireless Networks", in <i>Proc. IEEE International Conference on Communications (ICC), Green Communication Systems and Networks Symposium</i>,  Montreal, Canada, June 2021.
773                                                                
774                                                                <li> Y. Wang, M. Chen, Z. Yang, W. Saad, T. Luo, S. Cui, and H. V. Poor, "Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks", in <i>Proc. IEEE International Conference on Communications (ICC),Mobile and Wireless Networks Symposium</i>, Montreal, Canada, June 2021.
775                                                                <li> Z. Gong, Q. Cui, C. Chaccour, B. Zhou, M. Chen, and W. Saad, "Lifelong Learning for Minimizing Age of Information in Internet of Things Networks", in <i>Proc. IEEE International Conference on Communications (ICC), SAC Machine Learning for Communications</i>, Montreal, Canada, June 2021.
776                                                                <li> C. Liu, C. Guo, Y. Yang, M. Chen, H. V. Poor, and S. Cui, "Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems", in <i>Proc. IEEE Wireless Communications and Networking Conference</i>,  Nanjing, China, March, 2021. <b>(IEEE WCNC 2021 Best Paper Award)</b>
777                                                                <li> Z. Yan, G. Li, Y. Tian, J. Wu, S. Li, M. Chen, and H. V. Poor, "DeHiB: Deep Hidden Backdoor Attack on Semi- supervised Learning via Adversarial Perturbation", in <i>Proc. AAAI Conference on Artificial Intelligenceg</i>, Virtual Conference, Feb. 2021.
778                            </ol> 
779                    </div>
780
781                </div>
782            </div>
783        </section> 
784
785        <section id="hiring" style="margin-top:40px">
786            <div class="container lead">
787                <div style="text-align: left; margin-top:10px" class="col-md-12">
788
789                 <!--   <i class="noshow" style="display:none;" id="tab-1">
790                    <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$(&#39;#tab-1-content&#39;).toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button>
791                    </i> -->
792
793                    <div  style="" id="tab-3-content">
794                    <hr class="star-primary">
795                    <h2>2020</h2>
796                    <ol>
797                        <li> N. Shlezinger, M. Chen, Y. Eldar, H. V. Poor, and S. Cui, "UVeQFed: Universal Vector Quantization for Federated Learning", <i>IEEE Transactions on Signal Processing</i>, vol. 69, pp. 500 - 514, Dec. 2020. (Available: <a target="_blank" href="https://arxiv.org/abs/2006.03262">
798                            ArXiv</a>) 
799                                <li> M. Chen, H. V. Poor, W. Saad, and S. Cui, "Wireless Communications for Collaborative Federated Learning", <i>IEEE Communications Magazine</i>, vol. 58, no. 12, pp. 48 - 54, Dec. 2020. (Available: <a target="_blank" href="https://arxiv.org/abs/2006.02499">
800                                    ArXiv</a>)
801                                    <li> Y. Wang, M. Chen, Z. Yang, T. Luo, W. Saad, "Deep Learning for Optimal Deployment of UAVs with Visible Light Communications", <i>IEEE Transactions on Wireless Communications</i>, vol. 19, no. 11, pp. 7049 - 7063, Nov. 2020. (Available: <a target="_blank" href="https://arxiv.org/abs/1912.00752">
802                                        ArXiv</a>) 
803                                    <li> Y. Hu, M. Chen, and W. Saad, "Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach", <i>IEEE Transactions on Wireless Communications</i>, vol. 19, no. 6, pp. 3908 - 3923, June 2020. (Available: <a target="_blank" href="https://arxiv.org/abs/1908.11038">
804                                        ArXiv</a>)
805                                    <li> M. Chen, O. Semiari, W. Saad, X. Liu, and C. Yin, "Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks", <i>IEEE Transactions on Wireless Communications</i>, vol. 19, no. 1, pp. 177 - 191, Jan. 2020. (Available: <a target="_blank" href="https://arxiv.org/abs/1812.01202">
806                                        ArXiv</a>) 
807                                    <li> W. Saad, M. Bennis, and M. Chen, "A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems", <i>IEEE Network</i>, vol. 34, no. 3, pp. 134 - 142, May/June 2020. (Available: <a target="_blank" href="https://arxiv.org/abs/1902.10265">
808                                        ArXiv</a>) <b>(2022 IEEE Communications Society Fred W. Ellersick Prize Award)</b>
809
810                                        <li> Y. Hu, M. Chen, W. Saad, H. V. Poor, and S. Cui, "Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Cognitive Radio and AI- Enabled Networks Symposium</i>, Taipei, Taiwan, December 2020. <b>(IEEE GLOBECOM 2020 Best Paper Award)</b>
811                
812                                            <li> S. Wang, M. Chen, W. Saad, C. Yin, S. Cui, and H. V. Poor, "Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Green Communications Systems and Networks Symposium</i>, Taipei, Taiwan, December 2020.
813                                            <li> Z. Yang, M. Chen, W. Saad, W. Xu, M. Shikh-Bahaei, H. V. Poor and S. Cui, "Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Mobile and Wireless Networks Symposium</i>, Taipei, Taiwan, December 2020.
814                                            <li> J. Zhao, M. Chen, M. Chen, Z. Yang, Y. Wang, B. Cao, and M. Shikh-Bahaei, "Energy Efficient Full-Duplex Communication Systems with Reconfigurable Intelligent Surface", in <i>Proc. IEEE Vehicular Technology Conference (VTC)</i>,  Victoria, BC, Canada, Oct. 2020.
815                                            <li> B. Cao, M. Chen, Z. Yang, M. Zhang, J. Zhao, and M. Chen, "Reflecting the Light: Energy Efficient Visible Light Communication with Reconfigurable Intelligent Surface", in <i>Proc. IEEE Vehicular Technology Conference (VTC)</i>, Victoria, BC, Canada, Oct. 2020.
816                                            <li> Z. Yang, M. Chen, W. Saad, C. S. Hong, M. Shikh-Bahaei, H. V. Poor, and S. Cui, "Delay Minim
816ization for Federated Learning Over Wireless Communication Networks" in <i>Proc. International Conference on Machine Learning (ICML), Workshop on Federated Learning for User Privacy and Data Confidentiality</i>, Vienna, Austria, July 2020.
817                    
818                                            <li> Y. Hu, M. Chen, Z. Yang, M. Chen, and G. Jia, "Optimization of Resource Allocation in Multi-Cell OFDM Systems: A Distributed Reinforcement Learning Approach", in <i>Proc. IEEE Personal, Indoor, and Mobile Radio Communications Conference (PIMRC)</i>, London, UK, September 2020.
819                                            <li> Z. Zhu, Y. Yang, C. Guo, M. Chen, S. Cui, and H. V. Poor, "Power Efficient Deployment of VLC-enabled UAVs", in <i>Proc. IEEE Personal, Indoor, and Mobile Radio Communications Conference (PIMRC)</i>, London, UK, September 2020.
820                                            <li> M. Chen, H. V. Poor, W. Saad, and S. Cui, "Performance Optimization of Federated Learning over Mobile Wireless Networks", in <i>Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)</i>, Atlanta, GA, May 2020. (Invited paper)
821                                            <li> Z. Yang, J. Shi, Z. Li, M. Chen, W. Xu, and M. Shikh-Bahaei, "Energy Efficient Rate Splitting Multiple Access (RSMA) with Reconfigurable Intelligent Surface", in <i>Proc. IEEE International Conference on Communications (ICC), Workshop on Rate-Splitting and Robust Interference Management for Beyond 5G</i>, Dublin, Ireland, June 2020.
822                                            <li> M. Chen, H. V. Poor, W. Saad, and S. Cui, "Convergence Time Minimization of Federated Learning over Home Group News Professional Service Publication Wireless Networks", in <i>Proc. IEEE International Conference on Communications (ICC), Cognitive Radio and AI- Enabled Networks Symposium</i>, Dublin, Ireland, June 2020. <b>(IEEE ICC 2020 Best Paper Award)</b>
823                                    
824                                            <li> S. Wang, M. Chen, W. Saad, and C. Yin, "Federated Learning for Energy-Efficient Task Computing in Wireless Networks", in <i>Proc. IEEE International Conference on Communications (ICC), Wireless Communications Symposium</i>, Dublin, Ireland, June 2020.
825                                            <li> Z. Yang, M. Chen, W. Saad, and M. Shikh-Bahaei, "Downlink Sum-Rate Maximization for Rate Splitting Multiple Access (RSMA)", in <i>Proc. IEEE International Conference on Communications (ICC), Mobile and Wireless Networks Symposium</i>, Dublin, Ireland, June 2020.
826                                            <li> T. Zeng, O. Semiari, M. Mozaffari, M. Chen, W. Saad, and M. Bennis, "Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms", in <i>Proc. IEEE International Conference on Communications (ICC), Next-Generation Networking and Internet Symposium</i>, Dublin, Ireland, June 2020.
827                                            <li> N. Shlezinger, M. Chen, Y. Eldar, H. V. Poor, and S. Cui, "Federated Learning with Quantization Constraints", in <i>Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)</i>, Barcelona, Spain, May 2020. (Invited paper)
828                                            <li> X. Liu, M. Chen, S. Wang, W. Saad, and C. Yin, "Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach", in <i>Proc. IEEE Wireless Communications and Networking Conference (WCNC), Wireless Networks Track</i>, Seoul, South Korea, April 2020.
829                                            <li> W. Ding, Z. Yang, M. Chen, J. Hou, and M. Shikh-Bahaei, "Resource Allocation for UAV Assisted Wireless Networks with QoS Constraints", in <i>Proc. IEEE Wireless Communications and Networking Conference (WCNC), Wireless Networks Track</i>, Seoul, South Korea, April 2020.
830                            </ol> 
831                    </div>
832
833                </div>
834            </div>
835        </section> 
836
837        <section id="hiring" style="margin-top:40px">
838            <div class="container lead">
839                <div style="text-align: left; margin-top:10px" class="col-md-12">
840
841                 <!--   <i class="noshow" style="display:none;" id="tab-1">
842                    <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$(&#39;#tab-1-content&#39;).toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button>
843                    </i> -->
844
845                    <div  style="" id="tab-3-content">
846                    <hr class="star-primary">
847                    <h2>2019</h2>
848                    <ol>
849                        <li> M. Chen, U. Challita, W. Saad, C. Yin, and M. Debbah, "Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial", <i> IEEE Communications Surveys and Tutorials</i>, vol. 21, no. 4, pp. 3039 - 3071, Fourthquarter 2019. (Available: <a target="_blank" href="https://arxiv.org/abs/1710.02913">
850                            ArXiv</a>) 
851                        <li> Y. Yang, M. Chen, C. Guo, C. Feng, and W. Saad, "Power Efficient Visible Light Communication (VLC) with Unmanned Aerial Vehicles (UAVs)", <i>IEEE Communications Letters</i>, vol. 23, no. 7, pp. 1272 - 1275, July 2019. (Available: <a target="_blank" href="https://arxiv.org/abs/1905.04200">
852                            ArXiv</a>) 
853                        <li> M. Chen, W. Saad, and C. Yin, "Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR 
853Networks With Cellular-Connected UAVs", <i>IEEE Transactions on Communications</i>, vol. 67, no. 9, pp. 6386 - 6400, Sept. 2019. (Available: <a target="_blank" href="https://arxiv.org/abs/1804.03284">
854                            ArXiv</a>)
855                        <li> M. Chen, W. Saad, C. Yin, and M. Debbah, "Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach", <i>IEEE Transactions on Wireless Communications</i>, vol. 67, no. 6, pp. 4267 - 4280, June 2019. (Available: <a target="_blank" href="https://arxiv.org/abs/1902.05181">
856                            ArXiv</a>) 
857                        <li> X. Liu, M. Chen, and C. Yin, "Optimized Trajectory Design in UAV Based Cellular Networks for 3D Users: A double Q-learning Approach", <i>Journal of Communications and Information Networks</i>, vol. 4, no. 1, pp. 24 - 32, March 2019. (Available: <a target="_blank" href="https://arxiv.org/abs/1902.06610">
858                            ArXiv</a>) (Invited paper)
859                        <li> M. Chen, W. Saad, and C. Yin, "Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks", <i>IEEE Transactions on Wireless Communications</i>, vol. 18, no. 3, pp. 1504 - 1517, March 2019. (Available: <a target="_blank" href="https://arxiv.org/abs/1801.09339">
860                            ArXiv</a>) 
861                        <li> U. Challita, A. Ferdowsi, M. Chen, and W. Saad, "Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs", <i>IEEE Wireless Communications Magazine, Special Issue on Integrating UAVs into 5G and Beyond</i>, vol. 26, no. 1, pp. 28 - 35, February 2019. (Available: <a target="_blank" href="https://arxiv.org/abs/1804.05348">
862                            ArXiv</a>) 
863                            <li> M. Chen, Z. Yang, W. Saad, C. Yin, H. V. Poor, and S. Cui, "Performance Optimization of Federated Learning over Wireless Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Cognitive Radio and AI- Enabled Networks Symposium</i>, Waikoloa, HI, USA, December 2019.
864                                <li> M. Chen, O. Semiari, W. Saad, X. Liu, and C. Yin, "Federated Deep Learning for Immersive Virtual Reality over Wireless Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Cognitive Radio and AI- Enabled Networks Symposium</i>, Waikoloa, HI, USA, December 2019.
865                                <li> Y. Wang, M. Chen, Z. Yang, X. Hao, T. Luo, and W. Saad, "Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Next-Generation Networking and Internet Symposium</i>, Waikoloa, HI, USA, December 2019.
866                                <li> Z. Yang, M. Chen, W. Saad, W. Xu, and M. Shikh-Bahaei, "Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Wireless Communications Symposium</i>, Waikoloa, HI, USA, December 2019.
867                                <li> S. Wang, M. Chen, X. Liu, and C. Yin, “Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach”, in <i>Proc. IEEE Global Communications Conference, Workshop on Advanced mobile edge/fog computing for 5G mobile networks and beyond</i>, Waikoloa, HI, USA, December 2019.
868                                <li> Y. Hu, M. Chen, and W. Saad, "Competitive Market for Joint Access and Backhaul Resource Allocation in Home Group News Professional Service Publication Satellite-Drone Networks", in <i>Proc. IFIP International Conference on New Technologies, Mobility and Security (NTMS), Mobility & Wireless Networks Track</i>, Canary Islands, Spain, June 2019.
869                                <li> M. Chen, W. Saad, and C. Yin, "Deep Learning for 360 Content Transmission in UAV-Enabled Virtual Reality", in <i>Proc. IEEE International Conference on Communications (ICC), Next-Generation Networking and Internet Symposium</i>, Shanghai, China, May 2019.
870                                <li> M. Chen, W. Saad, and C. Yin, "Liquid State based Transfer Learning for 360 Image Transmission in Wireless VR 
870Networks", in <i>Proc. IEEE International Conference on Communications (ICC), Cognitive Radio and Networks Symposium</i>, Shanghai, China, May 2019.
871                    </ol> 
872                    </div>
873
874                </div>
875            </div>
876        </section> 
877
878
879        <section id="hiring" style="margin-top:40px">
880            <div class="container lead">
881                <div style="text-align: left; margin-top:10px" class="col-md-12">
882
883                 <!--   <i class="noshow" style="display:none;" id="tab-1">
884                    <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$(&#39;#tab-1-content&#39;).toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button>
885                    </i> -->
886
887                    <div  style="" id="tab-3-content">
888                    <hr class="star-primary">
889                    <h2>2018 and Before</h2>
890                    <ol>
891                        <li> M. Chen, W. Saad, and C. Yin, "Virtual Reality over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management", <i>IEEE Transactions on Communications</i>, vol. 66, no. 11, pp. 5621 – 5635, Nov. 2018. (Available: <a target="_blank" href="https://arxiv.org/abs/1703.04209">
892                            ArXiv</a>) <b>(2021 IEEE ComSoc Young Author Best Paper Award)</b>
893                        <li> M. Chen, W. Saad, C. Yin, and M. Debbah, "Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks with Mobile Users", <i>IEEE Transactions on Wireless Communications</i>, vol. 16, no. 6, pp. 3520 - 3535, June 2017. (Available: <a target="_blank" href="https://arxiv.org/abs/1607.00773">
894                            ArXiv</a>) 
895                        <li> M. Chen, M. Mozzaffari, W. Saad, C. Yin, M. Debbah, and C. S. Hong, "Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience", <i>IEEE Journal on Selected Areas on Communications (JSAC), Special Issue on Human-In-The-Loop Mobile Networks</i>, vol. 35, no. 5, pp. 1046 - 1061, May 2017. (Available: <a target="_blank" href="https://arxiv.org/abs/1610.01585">
896                            ArXiv</a>)
897                        <li> M. Chen, W. Saad, and C. Yin, "Echo State Networks for Self-Organizing Resource Allocation in LTE-U with Uplink-Downlink Decoupling", <i>IEEE Transactions on Wireless Communications</i>, vol. 16, no. 1, pp. 3 - 16, Jan. 2017. (Available: <a target="_blank" href="https://arxiv.org/abs/1601.06895">
898                            ArXiv</a>)
899                            <li> X. Yang, C. Pan, M. Chen, and C. Yin, "Distributed Resource Allocation for Mobile Users in Cache-Enabled Software Defined Cellular Networks", in <i>Proc. International Conference on Wireless Communications and Signal Processing (WCSP)</i>, Hangzhou, China, Oct. 2018.
900                                <li> M. Chen, W. Saad, and C. Yin, "Echo State Learning for Wireless Virtual Reality Resource Allocation in UAV- enabled LTE-U Networks", in <i>Proc. IEEE International Conference on Communications (ICC), Cognitive Radio Networking Symposium</i>, Kansas City, MO, USA, May 2018.
901                                <li> X. Liu, M. Chen, C. Yin, and W. Saad, "Analysis of Memory Capacity for Deep Echo State Networks", in <i>Proc. IEEE International Conference on Machine Learning and Applications</i>, Orlando, Florida, USA, December 2018.
902                                <li> X. Liu, M. Chen, and C. Yin, "Optimized Trajectory Design in UAV Based Cellular Networks: A Double Q- Learning Approach", in <i>Proc. IEEE International Conference on Communication Systems</i>, Chengdu, China, December 2018. (Invited paper)
903                                <li> M. Chen, W. Saad, and C. Yin, "Liquid State Machine Learning for Resource Allocation in a Network of Cache- Enabled LTE-U UAVs", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Next Generation Networking and Internet Symposium</i>, Singapore, December 2017.
904                                <li> M. Chen, W. Saad, and C. Yin, "Resource Management for Wireless Virtual Reality: Machine Learning Meets Multi-Attribute Utility", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Mobile and Wireless Networks Symposium</i>, Singapore, December 2017.
905                                <li> M. Chen, W. Saad, C. Yin, and M. Debbah, "Echo State Transfer Learning for Data Correlation Aware Resource Allocation in Wireless Virtual Reality", in <i>Proc. Asilomar Conference on Signals, Systems and Computers, Pacific Grove</i>, CA, USA, November 2017.
906                                <li> T. Gao, M. Chen, H. Gu, and C. Yin, "Reinforcement Learning based Resource Allocation in Cache-Enabled Small Cell Networks with Mobile Users", in <i>Proc. IEEE/CIC International Conference on Communications in China</i>, Qingdao, China, October 2017.
907                                <li> M. Chen, W. Saad, C. Yin, and M. Debbah, "Echo State Networks for Proactive Caching and Content Prediction in Cloud Radio Access Networks", in <i>Proc. IEEE Global Communications Conference (GLOBECOM), Workshop on 5G RAN De
907sign</i>, Washington, DC, USA, December 2016.
908                                <li> M. Chen, W. Saad, and C. Yin, "Optimized Uplink-Downlink Decoupling in LTE-U Networks: An Echo State Approach", in  <i>Proc. IEEE International Conference on Communications (ICC), Mobile and Wireless Networks Symposium</i>, Kualalumpur, Malaysia, May 2016.
909                                <li> M. Chen, Y. Hu and C. Yin, “Tri-Sectoring and Power Allocation of Macro Base Stations in Heterogeneous Cellular Networks with Matern Hard-Core Processes”, in <i>Proc. IEEE Vehicular Technology Conference (VTC)</i>, Nanjing, China, May 2016.
910                                <li> M. Chen, F. Liu and Z. Zeng, “Power Control Algorithm Based on the Interference Statistic Properties in Heterogeneous Networks”, in <i>Proc. IEEE Personal, Indoor, and Mobile Radio Communications Conference (PIMRC)</i>, Hong Kong, September 2015.  
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