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Yang, M. Chen, F. Liu, and S. Mao, âPositioning and Sensing Over Wireless Networksâ, 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, âOptimization of Image Transmission in a Cooperative Semantic Communication Networksâ, 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, âFederated Learning in 6G Mobile Wireless Networksâ, 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. 115 116 117 </ol> 118 </div> 119 </div> 120 </section> 121 122 123 124 <section id="hiring" style="margin-top:40px"> 125 <div class="container lead"> 126 <div style="text-align: left; margin-top:10px" class="col-md-12"> 127 128 <!-- <i class="noshow" style="display:none;" id="tab-1"> 129 <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$('#tab-1-content').toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button> 130 </i> --> 131 132 <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, âOptimizing Model Splitting and Device Task Assignment for Deceptive Signal-Assisted Private Multi-hop Split Learningâ, 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, âAgile, Reliable and Communication-Efficient Metaverse 3D Reconstruction Via Gaussian Semantic Splattingâ, 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, âResilient Vehicular Communications under Imperfect Channel State Informationâ, 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, â3D UAV Localization Optimization under Jamming Attacks: A Mixture Gaussian Distribution based Collaborative Reinforcement Learningâ, 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, âSemanAegis: Toward Credential-Aware Semantic Communication Against Knowledge Leakage Threatsâ, 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, âTransformer-Based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-Enabled 3D UAV Positioningâ, 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, âUnified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communicationsâ, 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, âCross-Layer Channel Sounding Optimization Towards Next-Gen Wi-Fi: From Model Driven to Data Drivenâ, 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, âModel-based Deep Learning for QoS-Aware Rate-Splitting Multiple Access Wireless Systemsâ, 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, âOptimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Methodâ, 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, âOptimizing Communication and Device Clustering for Clustered Federated Learning With Differential Privacyâ, 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"> 210 <div class="container lead"> 211 <div style="text-align: left; margin-top:10px" class="col-md-12"> 212 213 <!-- <i class="noshow" style="display:none;" id="tab-1"> 214 <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$('#tab-1-content').toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button> 215 </i> --> 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, âDigital Network Twins for Next-Generation Wireless: Creation, Optimization, and Challengesâ, 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, âGraph Neural Networks for the Optimization of Collaborative Federated Learning Energy Efficiencyâ, 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, âSilent Penetrator: Breaching Cross-Domain Federated Fine-Tuning via Feature Shift-Induced Backdoorâ, 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, âPerformance Optimization of Semantic Communications with Heterogeneous Knowledge: An Adversarial Reinforcement Learning Approachâ, 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, âEnergy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networksâ, 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, âLightweight Task-Oriented Semantic Communication Empowered by Large-Scale AI Modelsâ, 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, âGenerative Artificial Intelligence Models for Emerging Communication Systems: Fundamentals and Challengesâ, 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, âToward Covert and Reliable Communication for Anti-eavesdropping Transmission in V2X Networksâ, 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, âContinual Reinforcement Learning for Digital Twin Synchronization Optimizationâ, 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, âOptimizing Wireless Resource Management and Synchronization in Digital Twin Networksâ, 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, âContextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networksâ, 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, âDenoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networksâ, 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, âGenerative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networksâ, 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, âPassive Inter-Satellite Localization Accuracy Optimization in Low Earth Orbit Satellite Networksâ, 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, âIndirect-Communication Federated Learning via Mobile Transportersâ, 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, âJoint Beamforming and Antenna Design for Near-Field Fluid Antenna Systemâ, 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, âA Survey on Indoor Visible Light Positioning Systems: Fundamentals, Applications, and Challengesâ, 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, âMulti-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioningâ, <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, âMulti-Modal Data-Based Semi-Supervised Learning for Vehicle Positioningâ, <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, âTransforming Network Intrusion Detection Using Large Language Modelsâ, 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"> 353 <div class="container lead"> 354 <div style="text-align: left; margin-top:10px" class="col-md-12"> 355 356 <!-- <i class="noshow" style="display:none;" id="tab-1"> 357 <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$('#tab-1-content').toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button> 358 </i> --> 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, âGenerative Artificial Intelligence Models for Emerging Communication Systems: Fundamentals and Challengesâ, 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, âOptimizing Model Splitting and Device Task Assignment for Deceptive Signal Assisted Private Multi-hop Split Learningâ, 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, âTransformer based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-enabled 3D UAV Positioningâ, 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, âResilient Vehicular Communications under Imperfect Channel State Informationâ, 377 <i>IEEE Transactions on Mobile Computing,</i> to appear, 2025. 378 379 <li> T. Shui, W. Saad, Y. Hu, and M. Chen, âResilient Vehicular Communications under Imperfect Channel State Informationâ, 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, â3D UAV Localization Optimization under Jamming Attacks: A Mixture Gaussian Distribution based Collaborative Reinforcement Learningâ, 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, âSemanAegis: toward Credential-Aware Semantic Communication against Knowledge Leakage Threatsâ, 386 <i>IEEE Transactions on Mobile Computing,</i> to appear, 2025. 387 <li> Z. Zhang, Z. Peng, H. Yu, M. Chen, and Y. Liu, âDigital Network Twins for Next-Generation Wireless: Creation, Optimization, and Challengesâ, 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, âUnified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communicationsâ, 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, âCross-Layer Channel Sounding Optimization Towards Next-Gen Wi-Fi: From Model Driven to Data Drivenâ, 393 <i>IEEE Transactions on Wireless Communications,</i> to appear, 2025. 394 <li> H. Zhang, M. Chen, A. Vahid, F. Ye, and H. Sun, âModel-based Deep Learning for QoS-Aware Rate-Splitting Multiple Access Wireless Systemsâ, 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, âOptimizing Communication and Device Clustering for Clustered Federated Learning With Differential Privacyâ, 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, âOptimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Methodâ, 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, âGraph Neural Networks for the Optimization of Collaborative Federated Learning Energy Efficiencyâ, 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, âSilent Penetrator: Breaching Cross-Domain Federated Fine-Tuning via Feature Shift-Induced Backdoorâ, 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, âPerformance Optimization of Semantic Communications with Heterogeneous Knowledge: An Adversarial Reinforcement Learning Approachâ, 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, âEnergy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networksâ, 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, âLightweight Task-Oriented Semantic Communication Empowered by Large-Scale AI Modelsâ, 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, âToward Covert and Reliable Communication for Anti-eavesdropping Transmission in V2X Networksâ, 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, âContinual Reinforcement Learning for Digital Twin Synchronization Optimizationâ, 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, âOptimizing Wireless Resource Management and Synchronization in Digital Twin Networksâ, 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, âContextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networksâ, 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, âDenoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networksâ, 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, âGenerative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networksâ, 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, âPassive Inter-Satellite Localization Accuracy Optimization in Low Earth Orbit Satellite Networksâ, 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, âIndirect-Communication Federated Learning via Mobile Transportersâ, 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, âJoint Beamforming and Antenna Design for Near-Field Fluid Antenna Systemâ, 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, âMulti-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioningâ, <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, âMulti-Modal Data-Based Semi-Supervised Learning for Vehicle Positioningâ, <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, âA Survey on Indoor Visible Light Positioning Systems: Fundamentals, Applications, and Challengesâ, 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, âTransforming Network Intrusion Detection Using Large Language Modelsâ, 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"> 535 536 <!-- <i class="noshow" style="display:none;" id="tab-1"> 537 <button class="btn btn-default btn-lg btn-block" style="display: block; width: 100%;" onclick="javascript:$('#tab-1-content').toggle();">Introduction <span class="glyphicon glyphicon-chevron-right"></span></button> 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, âChannel Characterization and Modeling for VLC-IoE Applications in 6G: A Surveyâ, <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, âSecuring Distributed Network Digital Twin Systems Against Model Poisoning Attacksâ, <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, âJoint Vehicle Connection and Beamforming Optimziation in Digital Twin Assisted Integrated Sensing and Communication Vehicular Networksâ, <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, âDigital Over-the-Air Federated Learning in Multi-Antenna Systemsâ, <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, âPositioning Using Wireless Networks: Applications, Recent Progress, and Future Challengesâ, <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, âBlockchains for Internet of Things: Fundamentals, Applications, and Challengesâ, <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, âSecure Semantic Communications: Fundamentals and Challengesâ, <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, âMultiple Access Techniques for Intelligent and Multifunctional 6G: Tutorial, Survey, and Outlook 560â, <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, âMap-Driven mmWave Link Quality Prediction with Spatial-Temporal Mobility Awarenessâ, <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, âDigital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networksâ, <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, âDisentangled Information Bottleneck guided Privacy-Protective Joint Source and Channel Coding for Image Transmissionâ, <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, âBeamforming Design for the Performance Optimization of Intelligent Reflecting Surface Assisted Multicast MIMO Networksâ, <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, âFedVQCS: Federated Learning via Vector Quantized Compressed Sensingâ, <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, âJointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approachâ, <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, âComplex-Valued Neural Network Based Federated Learning for Multi-User Indoor Positioning Performance Optimizationâ, <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, âCollaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Trackingâ, <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, âVisible Light Positioning with Visual Odometry: A Single Luminaire Based Positioning Algorithmâ, <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, âCPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learningâ, <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, âJoint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networksâ, <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. 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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:$('#tab-1-content').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, âGraph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networksâ, <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, âAdaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmissionâ, <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:$('#tab-1-content').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:$('#tab-1-content').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:$('#tab-1-content').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:$('#tab-1-content').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, âTask and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approachâ, 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:$('#tab-1-content').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 â 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, âTri-Sectoring and Power Allocation of Macro Base Stations in Heterogeneous Cellular Networks with Matern Hard-Core Processesâ, in <i>Proc. IEEE Vehicular Technology Conference (VTC)</i>, Nanjing, China, May 2016. 910 <li> M. Chen, F. Liu and Z. Zeng, âPower Control Algorithm Based on the Interference Statistic Properties in Heterogeneous Networksâ, in <i>Proc. IEEE Personal, Indoor, and Mobile Radio Communications Conference (PIMRC)</i>, Hong Kong, September 2015. 911 </ol> 912 </div> 913 914 </div> 915 </div> 916 </section> 917 918 919 920 </body> 921 922 </html> 923
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.