• Weibin Kou, Qingfeng Lin, Ming Tang, Shuai Wang, Guangxu Zhu, Yik-Chung Wu, “FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding,” IROS, Abu Dhabi, UAE, Oct. 2024.
  • Shiyao Zhang, He Li, Shengyu Zhang, Shuai Wang, Derrick Wing Kwan Ng, Chengzhong Xu, “Multi-Uncertainty Aware Autonomous Cooperative Planning,” IROS, Abu Dhabi, UAE, Oct. 2024.
  • Jianjun Chen, Shuai Wang, Chenguang Liu, Derrick Wing Kwan Ng, Chengzhong Xu, Qi Hao, Haiyan Lu, “Road Supervised Federated Learning with Bug-Aware Sensor Placement,” IEEE Transactions on Vehicular Technology, 2024.
  • Ruoyu Zhang, Lei Cheng, Shuai Wang, Yi Lou, Yulong Gao, Wen Wu, Derrick Wing Kwan Ng, “Integrated Sensing and Communication with Massive MIMO: A Unified Tensor Approach for Channel and Target Parameter Estimation,” IEEE Transactions on Wireless Communications, vol. 23, no. 8, pp. 8571-8587, Aug. 2024.
  • Sixian Qin, Yingyang Chen, Shuai Wang, Zhixuan Xie, Miaowen Wen, Derrick Wing Kwan Ng, “Integrating Edge Intelligence and Industrial IoT via Learning-Communication Balancing Power Allocation,” ICC, Denver, CO, Jun. 2024.
  • Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Jianjun Chen, Shijie Lin, Chengyang Li, Chengzhong Xu, Yonina C Eldar, Qi Hao, Jia Pan, “NeuPAN: Direct Point Robot Navigation with End-to-End Model-based Learning,” IEEE Transactions on Robotics, revision, 2024.
  • Guoliang Li, Ruihua Han, Shuai Wang, Fei Gao, Yonina C Eldar, Chengzhong Xu, “Edge Accelerated Robot Navigation with Collaborative Motion Planning,” IEEE/ASME Transactions on Mechatronics, accepted, Jun. 2024.
  • Xibin Jin, Guoliang Li, Shuai Wang, Miaowen Wen, Chengzhong Xu, and H. Vincent Poor, “Integrated Sensing and Communication for Edge Inference with End-to-End Multi-View Fusion,” IEEE Wireless Communications Letters, Apr. 2024.
  • Hai-Tao Wu, Heng Li, Hung-Lin Chi, Wei-Bin Kou, Yik-Chung Wu, Shuai Wang, “A hierarchical federated learning framework for collaborative quality defect inspection in construction,” Engineering Applications of Artificial Intelligence, vol. 133, pp. 108218, Mar. 2024.
  • He Li, Ruihua Han, Zirui Zhao, Wei Xu, Qi Hao, Shuai Wang, Chengzhong Xu, “Seamless Virtual Reality with Integrated Synchronizer and Synthesizer for Autonomous Driving,” IEEE Robotics and Automation Letters, vol. 9, no. 5, pp. 4218-4225, Mar. 2024.
  • Tong Zhang, Yufan Zhuang, Gaojie Chen, Shuai Wang, Bojie Lv, Rui Wang, Pei Xiao, “Rate-Splitting with Hybrid Messages: DoF Analysis of the Two-User MIMO Broadcast Channel with Imperfect CSIT,” IEEE Transactions on Wireless Communications, 2024.
  • Haihui Xie, Minghua Xia, Peiran Wu, Shuai Wang, Kaibin Huang, “Decentralized Federated Learning with Asynchronous Parameter Sharing for Large-scale IoT Networks,” IEEE Internet of Things Journal, 2024.
  • Tong Zhang, Shuai Wang, Yinfei Xu, Rui Wang, PC Ching, H Vincent Poor, “The Generalized Degrees-of-Freedom Region of the Two-User MIMO Broadcast Channel with Delayed CSIT,” IEEE Transactions on Information Theory, vol. 70, no. 2, pp. 1167-1177, Feb. 2024.
  • Guoliang Li, Shuai Wang, Jie Li, Rui Wang, Fan Liu, Xiaohui Peng, Tony Xiao Han, Chengzhong Xu, “Integrated Sensing and Communication from Learning Perspective: An SDP3 Approach,” vol. 11, no. 4, pp. 5589-5603, IEEE Internet of Things Journal, Feb. 2024.
  1. Haoran Pang, Fei Ji, Miaowen Wen, Shuai Wang, Lexi Xu, Yik-Chung Wu, “Interference Exploitation in IRS-Aided Heterogeneous Networks: Joint Symbol Level Precoding and Reflecting Design,” IEEE Transactions on Green Communications and Networking, 2023.
  2. Haihui Xie, Minghua Xia, Peiran Wu, Shuai Wang, H Vincent Poor, “Edge Learning for Large-Scale Internet of Things With Task-Oriented Efficient Communication,” IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 9517-9532, Dec. 2023.
  3. Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu, “Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving,” IROS, Oct. 2023.
  4. Menghao Hu, Tong Zhang, Shuai Wang, Guoliang Li, Yingyang Chen, Qiang Li, Gaojie Chen, “Integrated Robotics Networks with Co-optimization of Drone Placement and Air-Ground Communications,” VTC, Oct. 2023.
  5. Shuo Zheng, Tong Zhang, Jingfu Li, Shuai Wang, Weijie Yuan, Gaojie Chen, Rui Wang, “Rate-Splitting and Sum-DoF for the -User MISO Broadcast Channel with Mixed CSIT and Order- Messages,” VTC, Oct. 2023.
  6. Haihui Xie, Minghua Xia, Peiran Wu, Shuai Wang, Kaibin Huang, “Decentralized Federated Learning With Asynchronous Parameter Sharing,” ICCC Workshop, Aug. 2023.
  7. Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong, “Integrated sensing, communication, and computation over-the-air: MIMO beamforming design,” IEEE Transactions on Wireless Communications, vol. 22, no. 8, pp. 5383-5398, Aug. 2023.
  8. Lexiong Huang, Ruihua Han, Guoliang Li, He Li, Shuai Wang, Yang Wang, Chengzhong Xu, “iCOIL: Scenario Aware Autonomous Parking Via Integrated Constrained Optimization and Imitation Learning,” ICDCS Workshop, Jul. 2023.
  9. Zongze Li, Shuai Wang, Shiyao Zhang, Miaowen Wen, Kejiang Ye, Yik-Chung Wu, Derrick Wing Kwan Ng, “Edge-assisted V2X motion planning and power control under channel uncertainty,” IEEE Transactions on Vehicular Technology, vol. 72, no. 7, pp. 9641-9646, Jul. 2023.
  10. Shiyao Zhang, Xingzheng Zhu, Shuai Wang, JQ James, Derrick Wing Kwan Ng, “Non-Cooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms,” IEEE Internet of Things Journal, vol. 10, no. 3, pp. 11558-11575, Jul. 2023.
  11. Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang, “Large-scale bandwidth and power optimization for multi-modal edge intelligence autonomous driving,” IEEE Wireless Communications Letters, vol. 12, no. 6, pp. 1096-1100, Jun. 2023.
  12. Peixi Liu, Guangxu Zhu, Shuai Wang, Miaowen Wen, Wu Luo, H Vincent Poor, Shuguang Cui, “Federated Edge Learning via Integrated Sensing, Computation, and Communication,” ICC, May 2023.
  13. Ruoyu Zhang, Lei Cheng, Shuai Wang, Yi Lou, Chen Miao, Wen Wu, Derrick Wing Kwan Ng, “Target Sensing in Wideband Massive MIMO-ISAC Systems in the Presence of Beam Squint,” ICC Workshop, May 2023.
  14. Shuai Wang, Chengyang Li, Derrick Wing Kwan Ng, Yonina C Eldar, H Vincent Poor, Qi Hao, Chengzhong Xu, “Federated deep learning meets autonomous vehicle perception: Design and verification,” IEEE Network, vol. 37, no. 3, pp. 16-25, May/June 2023. (conference version presented in ICRA’21)
  15. Shuo Zheng, Tong Zhang, Shuai Wang, Gaojie Chen, Guoliang Li, Shancheng Zhao, Rui Wang, “DoF Upper Bound on Three-User MISO Broadcast Channel with Two Antennas and Mixed CSIT,” ICCCS, Apr. 2023.
  16. Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C Eldar, Qi Hao, Jia Pan, “RDA: An Accelerated Collision-free Motion Planner for Autonomous Navigation in Cluttered Environments,” IEEE Robotics and Automation Letters, vol. 8, no. 3, pp. 1715-1722, Mar. 2023.
  17. Tong Zhang, Guoliang Li, Shuai Wang, Guangxu Zhu, Gaojie Chen, Rui Wang, “ISAC-accelerated edge intelligence: Framework, optimization, and analysis,” IEEE Transactions on Green Communications and Networking, vol. 7, no. 1, pp. 455-468, Mar. 2023.
  18. Tong Zhang, Shuai Wang, Yufan Zhuang, Changsheng You, Miaowen Wen, Yik-Chung Wu, “Reconfigurable intelligent surface assisted OFDM relaying: Joint passive beamforming and subcarrier matching,” IEEE Transactions on Vehicular Technology, vol. 7, no. 2, pp. 2216-2230, Feb. 2023.
  19. Shanfeng Huang, Zezhong Zhang, Shuai Wang, Rui Wang, Kaibin Huang, “Accelerating Federated Edge Learning via Topology Optimization,” IEEE Internet of Things Journal, vol. 10, no. 3, pp. 2056-2070, Feb. 2023.
  20. Peixi Liu, Guangxu Zhu, Shuai Wang, Wei Jiang, Wu Luo, H Vincent Poor, Shuguang Cui, “Toward Ambient Intelligence: Federated Edge Learning with Task-Oriented Sensing, Computation, and Communication Integration,” IEEE Journal of Selected Topics in Signal Processing, vol. 17, no. 1, pp. 158-172, Jan. 2023.
  1. Guoliang Li, Shuai Wang, Kejiang Ye, Miaowen Wen, Derrick Wing Kwan Ng, Marco Di Renzo, “Multi-point integrated sensing and communication: Fusion model and functionality selection,” IEEE Wireless Communications Letters, vol. 11, no. 12, Dec. 2022.
  2. Zongze Li, Shuai Wang, Miaowen Wen, Yik-Chung Wu, “RIS-Aided Secure Energy-Efficiency Maximization under Uncertain CSI,” GLOBECOM, Dec. 2022.
  3. Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong, ‘‘Data partition and rate control for learning and energy efficient edge intelligence,’’ IEEE Transactions on Wireless Communications, vol. 21, no. 11, pp. 9127-9142, Nov. 2022.
  4. Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Qing Liao, Caijun Zhong, Shuguang Cui, ‘‘Communication-efficient federated edge learning via optimal probabilistic device scheduling,’’ IEEE Transactions on Wireless Communications, vol. 21, no. 10, pp. 8536-8551, Oct. 2022.
  5. Zongze Li, Shuai Wang, Miaowen Wen, Yik-Chung Wu, “Secure multicast energy-efficiency maximization with massive RISs and uncertain CSI: First-order algorithms and convergence analysis,” IEEE Transactions on Wireless Communications, vol. 21, no. 9, pp. 6818-6833, Sep. 2022.
  6. Ruoyu Zhang, Lei Cheng, Shuai Wang, Yi Lou, Wen Wu, Derrick Wing Kwan Ng, “Tensor decomposition-based channel estimation for hybrid mm-wave massive MIMO in high-mobility scenarios,” IEEE Transactions on Communications, vol. 70, no. 9, pp. 6325-6340, Sep. 2022.
  7. Shiyao Zhang, Shuai Wang, Shuai Yu, JQ James, Miaowen Wen, “Collision avoidance predictive motion planning based on integrated perception and V2V communication,” IEEE Transactions on Intelligent Transportation System, vol. 23, no. 7, pp. 9640-9653, Jul. 2022.
  8. Zongze Li, Shuai Wang, Yang Li, Miaowen Wen, Yik-Chung Wu, and H. Vincent Poor, “Phase Shift Design in RIS Empowered Wireless Networks: From Optimization to AI-Based Methods,” Network, vol. 2, no. 3, pp. 398-418, Jul. 2022. (invited paper)
  9. Xiaoyang Li, Fan Liu, Ziqin Zhou, Guangxu Zhu, Shuai Wang, Kaibin Huang, Yi Gong, “Integrated sensing and over-the-air computation: Dual-functional MIMO beamforming design,” 6GNet, Jul. 2022.
  10. Shuai Wang, Yuncong Hong, Rui Wang, Qi Hao, Yik-Chung Wu, Derrick Wing Kwan Ng, “Edge federated learning via unit-modulus over-the-air computation,” IEEE Transactions on Communications, vol. 70, no. 5, pp. 3141-3156, May 2022.
  11. Xiaoyang Li, Shuai Wang, Guangxu Zhu, Ziqin Zhou, Kaibin Huang, Yi Gong, “Learning and Energy Efficient Edge Intelligence: Data Partition and Rate Control,” ICC, May 2022.
  12. Tong Zhang, Shuai Wang, Guoliang Li, Fan Liu, Guangxu Zhu, Rui Wang, “Accelerating Edge Intelligence via Integrated Sensing and Communication,” ICC, May 2022.
  13. Hao Zhao, Fei Ji, Qiang Li, Quansheng Guan, Shuai Wang, Miaowen Wen, “Federated meta-learning enhanced acoustic radio cooperative framework for ocean of things,” IEEE Journal of Selected Topics in Signal Processing, vol. 16, no. 3, pp. 474-486, Apr. 2022.
  14. Shuai Wang, Ruihua Han, Yuncong Hong, Qi Hao, Miaowen Wen, Leila Musavian, Shahid Mumtaz, Derrick Wing Kwan Ng, “Robotic wireless energy transfer in dynamic environments: System design and experimental validation,” IEEE Communications Magazine, vol. 60, no. 3, pp. 40-46, Mar. 2022.
  15. Shuai Yu, Xu Chen, Shuai Wang, Lingjun Pu, Di Wu, “An edge computing-based photo crowdsourcing framework for real-time 3D reconstruction,” IEEE Transactions on Mobile Computing, vol. 21, no. 2, pp. 421-432, Feb. 2022.
  1. Shanfeng Huang, Shuai Wang, Rui Wang, Kaibin Huang, “Joint Topology and Computation Resource Optimization for Federated Edge Learning,” GLOBECOM Workshop, Dec. 2021.
  2. Shuai Wang, Dachuan Li, Rui Wang, Qi Hao, Yik-Chung Wu, Derrick Wing Kwan Ng, “Unit-Modulus Wireless Federated Learning Via Penalty Alternating Minimization,” GLOBECOM, Dec. 2021.
  3. Tong Zhang, Yinfei Xu, Shuai Wang, Miaowen Wen, Rui Wang, “On Secure Degrees of Freedom of the MIMO Interference Channel with Local Output Feedback,” IEEE Internet of Things Journal, vol. 8, no. 20, pp. 15334-15348, Oct. 2021.
  4. Maojun Zhang, Guangxu Zhu, Shuai Wang, Jiamo Jiang, Caijun Zhong, Shuguang Cui, “Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling,” SPAWC, Sep. 2021.
  5. Tong Zhang, Gaojie Chen, Shuai Wang, Rui Wang, “Full-duplex relay with delayed CSI elevates the SDoF of the MIMO X channel,” Entropy, Nov. 2021.
  6. Guoliang Li, Shuai Wang, Jie Li, Rui Wang, Xiaohui Peng, Tony Xiao Han, “Wireless sensing with deep spectrogram network and primitive based autoregressive hybrid channel model,” SPAWC, Sep. 2021. (invited paper)
  7. Tong Zhang, Shuai Wang, Taotao Wang, Rui Wang, “The DoF Region of Order-(K-1) Messages for the K-user MIMO Broadcast Channel with Delayed CSIT,” ICCC, Jul. 2021.
  8. Zongze Li, Shuai Wang, Miaowen Wen, Yik-Chung Wu, “Outage Constrained Secrecy Rate Maximization of Intelligent Reflecting Surface Aided Transmission,” ICC, Jun. 2021.
  9. Shanfeng Huang, Shuai Wang, Miaowen Wen, Rui Wang, and Kaibin Huang, “Reconfigurable intelligent surface assisted edge machine learning,” ICC, Jun. 2021.
  10. Zongze Li, Shuai Wang, Miaowen Wen, and Yik-Chung Wu, “Outage constrained secrecy rate maximization of intelligent reflecting surface aided transmission,” ICC, Jun. 2021.
  11. Shanfeng Huang, Shuai Wang, Rui Wang, Miaowen Wen, Kaibin Huang, “Reconfigurable intelligent surface assisted mobile edge computing with heterogeneous learning tasks,” IEEE Transactions on Cognitive Communications and Networking, vol. 7, no. 2, pp. 369-382, Jun. 2021.
  12. Zijian Zhang, Shuai Wang, Yuncong Hong, Liangkai Zhou, Qi Hao, “Distributed Dynamic Map Fusion via Federated Learning for Intelligent Networked Vehicles,” ICRA, May 2021.
  13. Qiang Li, Miaowen Wen, Shuai Wang, George C Alexandropoulos, Yik-Chung Wu, “Space Shift Keying with Reconfigurable Intelligent Surfaces: Phase Configuration Designs and Performance Analysis,” IEEE Open Journal of the Communications Society, vol. 2, pp. 322-333, Feb. 2021.
  14. Dan Liu, Shuai Wang, Zhigang Wen, Lei Cheng, Miaowen Wen, Yik-Chung Wu, “Edge learning with unmanned ground vehicle: Joint path, energy, and sample size planning,” IEEE Internet of Things Journal, vol. 8, no. 4, pp. 2959-2975, Feb. 2021.
  15. Liangkai Zhou, Yuncong Hong, Shuai Wang, Ruihua Han, Dachuan Li, Rui Wang, Qi Hao, “Learning Centric Wireless Resource Allocation for Edge Computing: Algorithm and Experiment,” IEEE Transactions on Vehicular Technology, vol. 70, no. 1, pp. 1035-1040, Jan. 2021.
  1. Shuai Wang, Yik-Chung Wu, Minghua Xia, Rui Wang, H Vincent Poor, “Machine intelligence at the edge with learning centric power allocation,” IEEE Transactions on Wireless Communications, vol. 19, no. 11, Jul. 2020. (Best Paper Award from IEEE ICC and IEEE ComSoc SPCC)
  2. Shuai Wang, Rui Wang, Qi Hao, Yik-Chung Wu, and H. Vincent Poor, “Learning centric power allocation for edge intelligence,” ICC, Jun. 2020.
  3. Zongze Li, Shuai Wang, Pengcheng Mu, and Yik-Chung Wu, “Sum rate maximization of secure NOMA transmission with imperfect CSI,” ICC, Jun. 2020.
  4. Shuai Wang, Miaowen Wen, Minghua Xia, Rui Wang, Qi Hao, Yik-Chung Wu, “Angle aware user cooperation for secure massive MIMO in Rician fading channel,” IEEE Journal on Selected Areas in Communications, vol. 38, no. 9, pp. 2182-2196, Sept. 2020.
  5. Shuai Wang, Minghua Xia, and Yik-Chung Wu, “Joint communication and motion energy minimization for UGV backscatter communication,” ICC, May 2019.
  6. Shuai Wang, Minghua Xia, Yik-Chung Wu, “Backscatter data collection with unmanned ground vehicle: Mobility management and power allocation,” IEEE Transactions on Wireless Communications, vol. 18, no. 4, pp. 2314-2328, Apr. 2019.
  7. Shuai Wang, Lei Cheng, Minghua Xia, and Yik-Chung Wu, “Massive MIMO multicast beamforming via accelerated random coordinate descent,” ICASSP, Apr. 2019.
  8. Shuai Wang, Minghua Xia, Yik-Chung Wu, “Multicast wirelessly powered network with large number of antennas via first-order method,” IEEE Transactions on Wireless Communications, vol. 17, no. 6, pp. 3781-3793, Jun. 2018.
  9. Shuai Wang, Minghua Xia, Yik-Chung Wu, “Space-time signal optimization for SWIPT: Linear versus nonlinear energy harvesting model,” IEEE Communications Letters, vol. 22, no. 2, pp. 408-411, Feb. 2018.
  10. Shuai Wang, Minghua Xia, Kaibin Huang, Yik-Chung Wu, “Wirelessly powered two-way communication with nonlinear energy harvesting model: Rate regions under fixed and mobile relay,” IEEE Transactions on Wireless Communications, vol. 16, no. 12, pp. 8190-8204, Dec. 2017.
  11. Yang Li, SHUAI Wang, SK Hui, Di Cui, HCC Chang, Yik-Chung Wu, “Accelerated magnetic resonance fingerprinting reconstruction using majorization-minimization,” ISMRM, Apr. 2017.
  12. Zhigang Wen, Shuai Wang, Xiaoqing Liu, and Junwei Zou, “Joint relay-user beamforming design in full-duplex two-way relay channel,” IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 2874-2879, Mar. 2017.
  13. Shuai Wang, Minghua Xia, and Yik-Chung Wu, “Quality of service constrained wirelessly powered communication with multiple antennas,” GLOBECOM Workshop, Dec. 2016.
  14. Shuai Wang, Minghua Xia, Yik-Chung Wu, “Multi-pair two-way relay network with harvest-then-transmit users: resolving pairwise uplink-downlink coupling,” IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 8, pp. 1506-1521, Dec. 2016.
  15. Shuai Wang, Yik-Chung Wu, and Minghua Xia, “Achieving global optimality in wirelessly-powered multi-antenna TWRC with lattice codes,” ICASSP, Mar. 2016, pp. 3556-3560.
  16. Yancun Chen, Zhigang Wen, Shuai Wang, Juanjuan Sun, and Min Li, “Joint relay beamforming and source receiving in MIMO two-way AF relay network with energy harvesting,” VTC, May. 2015.
  17. Shuai Wang, Zhigang Wen, et al., “Network coding with nested lattice for interference coordination of relay heterogeneous networks,” ICC, Jun. 2014.
  18. Shuai Wang, Zhigang Wen, et al., “Coordinated transceiver in MIMO heterogeneous network with physical-layer network coding,” PIMRC, Sep. 2013.
  19. Shuai Wang, Zhigang Wen, Lihua Liu, “High speed QPP generator with optimized parallel architecture in LTE-Advanced,” International Journal of Advancements in Computing Technology, vol. 4, no. 23, pp. 355-364, Dec. 2012.

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