Journal Papers

2024

[1] Yifei Shen, J. Shao, X. Zhang, Z. Lin, H. Pan, D. Li, Jun Zhang, Khaled Ben Letaief, “Large language models empowered autonomous edge AI for connected intelligence”, IEEE Communications Magazine, 2024 [paper]

[2] Hang Liu, Jia Yan, Ying-Jun Angela Zhang, “Differentially Private Over-the-Air Federated Learning over MIMO Fading Channels”, IEEE Transactions on Wireless Communications, 2024 [paper]

[3] Yifei Shen, Jiawei Shao, Xinjie Zhang, Zehong Lin, Hao Pan, Dongsheng Li, Jun Zhang, Khaled B. Letaief, “Large Language Models Empowered Autonomous Edge AI for Connected Intelligence”, IEEE Communications Magazine (Early Access), 2024 [paper]

[4] Chengyu Xia, Huayan Guo, Haoyu Ma, Danny H. K. Tsang, Vincent K. N. Lau, “Multi-resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach”, IEEE Transactions on Signal Processing (Early Access), 2024 [paper]

[5] Zhanwei Wang, Kaibin Huang, Yonina C. Eldar, “Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference”, IEEE Transactions on Wireless Communications (Early Access), 2024 [paper]

[6] Hai Wu, Qunsong Zeng, Kaibin Huang, “Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting”, IEEE Transactions on Wireless Communications (Early Access), 2024 [paper]

[7] Jiawei Shao, Fangzhao Wu, Jun Zhang, “Selective knowledge sharing for privacy-preserving federated distillation without a good teacher”, Nature Communications, vol 15, Article no.: 349, 2024 [paper] 

[8] Hua Kang, Qingyong Hu, Qian Zhang, “SF-Adapter: Computational-Efficient Source-Free Domain Adaptation for Human Activity Recognition”, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 7, Issue 4, Article No.: 164, pp 1–23, 2024 [paper] 

[9] Wentao Xie, Huangxun Chen, Jing Wei, Jin Zhang, Qian Zhang, “RimSense: Enabling Touch-based Interaction on Eyeglass Rim using Piezoelectric Sensors”, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 7, Issue 4, Article No.: 191, pp 1–24, 2024 [paper] 

[10] Meng Xue, Yuyang Zeng, Shengkang Gu, Qian Zhang, Bowei Tian, Changzheng Chen, “SDE: Early Screening for Dry Eye Disease with Wireless Signals”, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 7, Issue 4, Article No.: 194, pp 1–23, 2024 [paper] 

2023

[1] Ranjan K Mallik, Ross Murch, “New Exact Higher Order Moment Expressions for the PAPR of Complex Gaussian Variables”, IEEE Wireless Communications Letters (Early Access), 2023 [paper]

[2] Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled Ben Letaief, “Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems”, IEEE Transactions on Wireless Communications (Early Access), 2023 [paper]

[3] Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Zichuan Xu, Wenzheng Xu, “AoI-Aware User Service Satisfaction Enhancement in Digital Twin-Empowered Edge Computing”, IEEE/ACM Transactions on Networking (Early Access), 2023 [paper]

[4] Chuan Zhang, Xingqi Luo, Jinwen Liang, Ximeng Liu, Liehuang Zhu, and Song Guo, “POTA: Privacy-Preserving Online Multi-Task Assignment with Path Planning”, IEEE Transactions on Mobile Computing (Early Access), 2023 [paper]

[5] Xu Chen, Erik G. Larsson, and Kaibin Huang, “On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition Over MIMO Channels”, IEEE Transactions on Signal Processing (Volume: 71), 2023 [paper]

[6] Kaibin Huang, Qiao Lan, Zhiyan Liu, and Lin Yang, “Semantic Data Sourcing for 6G Edge Intelligence”, IEEE Communications Magazine (Early Access), 2023 [paper]

[7] Deniz Gu ̈ndu ̈z, Federico Chiariotti, Kaibin Huang, Anders E. Kalør, Szymon Kobus, Petar Popovski “Timely and Massive Communication in 6G: Pragmatics, Learning, and Inference”, IEEE BITS the Information Theory Magazine (Early Access), 2023 [paper]

[8] Zidong Han, Xiaoyang Li, Ziqin Zhou, Kaibin Huang, Yi Gong, Qinyu Zhang, “Wireless Communication and Control Co-Design for System Identification”, IEEE Transactions on Wireless Communications (Early Access), 2023 [paper]

[9] Yuan Zeng, Yi Gong, Jiawei Liu, Shangao Lin, Zidong Han, Ruoxiao Cao, Kaibin Huang, Khaled Ben Letaief, “Multi-Channel Attentive Feature Fusion for Radio Frequency Fingerprinting”, IEEE Transactions on Wireless Communications (Early Access), 2023 [paper]

[10] Chanyuan Meng, Ke Xiong, Wei Chen, Bo Gao, Pingyi Fan, Khaled Ben Letaief, “Sum-rate maximization in STAR-RIS assisted RSMA networks: A PPO-based algorithm”, IEEE Internet of Things Journal (Early Access), 2023 [paper]

[11] Changkun Li, Wei Chen, Khaled Ben Letaief, “Meeting hard delay constraint in massive access: A mean-field approach”, IEEE Transactions on Wireless Communications (Early Access), 2023 [paper]

[12] Chengyu Xia, Danny Tsang, Vincent Lau, “Structured Bayesian Federated Learning for Green AI: A Decentralized Model Compression Using Turbo-VBI Based Approach”, IEEE Internet of Things Journal (Early Access), 2023 [paper]

[13] Li Wang, Zhao Zhang, Can Wang, Rehan Azmat, Weimin Shi, Chik Patrick Yue, “A 60-Gb/s 1.2-pJ/bit 1/4-Rate PAM-4 Receiver With a Jitter Compensation CDR”, IEEE Journal of Solid-State Circuits (Early Access), 2023 [paper]

[14] Shijing Yuan, Beiyu Dong, Hongtao Lv, Hongze Liu, Hongyang Chen, Chentao Wu, Song Guo, Yue Ding, Jie Li, “Adaptive Incentivize for Cross-Silo Federated Learning in IIoT: A Multi-agent Reinforcement Learning Approach”, IEEE Internet of Things Journal (Early Access), 2023 [paper]

[15] H. Guo, V. Lau, “Robust Deep Learning for Uplink Channel Estimation in Cellular Network under Inter-Cell Interference,” IEEE Journal on Selected Areas in Communications, Vol.: 41, Issue: 6, 2023 [paper]

[16] W. Yu, Y. Shen, H. He, X. Yu, S.H. Song, J. Zhang, and K. B. Letaief, “An adaptive and robust deep learning framework for THz ultra-massive MIMO channel estimation,” IEEE Journal of Selected Topics in Signal Processing, 2023 [paper]

[17] C. Xia, D. Tsang, V. Lau, “Structured Bayesian Compression for Deep Neural Networks Based on The Turbo-VBI Approach,” IEEE Transactions on Signal Processing, 2023 [paper]

[18] Liqun Su, Vincent Lau, “Accelerated Federated Learning over Wireless Fading Channels with Adaptive Stochastic Momentum”, IEEE Internet of Things Journal, 2023 [paper]

[19] Yuchang Sun, Yuyi Mao, Jun Zhang, “MimiC: Combating client dropouts in federated learning by mimicking central updates”, IEEE Transactions on Mobile Computing, 2023 [paper]

Conference Papers

2023

[1] Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief, “Binary federated learning with client-level differential privacy”, IEEE GLOBECOM, 2023

[2] Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief, “Task-oriented communication with out-of-distribution detection: An information bottleneck framework”, IEEE GLOBECOM, 2023

[3] Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Zhipeng Cai and Hong Gao, “Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge”, IEEE IWQoS, 2023

[4] Chenggao Li, Qianyi Huang, Yuxuan Zhou, Yandao Huang, Qingyong Hu, Huangxun Chen, Qian Zhang, “RIScan: RIS-aided Multi-user Indoor Localization Using COTS Wi-Fi”, ACM SenSys, 2023

[5] Yuxuan Zhou, Chenggao Li, Huangxun Chen, Qian Zhang, “RIStealth: Practical and Covert Physical-Layer Attack against WiFi-based Intrusion Detection via Reconfigurable Intelligent Surface”, ACM SenSys, 2023

[6] Baichen Yang, Qingyong Hu1, Wentao Xie, Xinchen Wang, Wei Luo, Qian Zhang, “PDAssess: A Privacy-preserving Free-speech based Parkinson’s Disease Daily Assessment System”, ACM SenSys, 2023

[7] Xiaoyu Zhao, Ying-Jun Angela Zhang, Meng Wang, Xiang Chen, Yue Li, “Online Multi-User Scheduling for Extended Reality Transmissions with Hard-Latency Constraint”, IEEE GLOBECOM, 2023

[8] Hang Liu, Jia Yan and Ying-Jun Angela Zhang, “On the Privacy Leakage of Over-the-Air Federated Learning Over MIMO Fading Channels”, IEEE GLOBECOM, 2023

[9] Yuanrui Liu, Xiaoyu Zhao, Wei Chen, Ying-Jun Angela Zhang, “Dynamic Framing and Power Allocation for Real-Time Wireless Communications with Variable-Length Coding”, IEEE GLOBECOM, 2023

[10] Zihao Hu, Jia Yan, Ying-Jun Angela Zhang, “Towards Differentially Private Over-the-Air Federated Learning via Device Sampling”, IEEE GLOBECOM, 2023

[11] Ziyi Xu, Shuoyao Wang, Ying-Jun Angela Zhang, “SAMBA: Scenario-Adaptive Meta-learning for mmWave Beam Alignment”, IEEE GLOBECOM, 2023

[12] Ruichen Xu, Ying-Jun Angela Zhang, Jianwei Huang, “Tackling Privacy Heterogeneity in Federated Learning”, IEEE WiOpt, 2023

[13] Changkun Li, Wei Chen, Khaled B. Letaief, “Energy-efficient real-time wireless communications: A matching diversity approach”, IEEE GLOBECOM, 2023

[14] Meiying Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief, “Resource Allocation for OTFS-Based ISAC Systems”, IEEE MeditCom, 2023

[15] S. M. Abbas, M. Jalaleddine, C. Y. Tsui, W. J. Gross, “Step-GRAND: A Low Latency Universal Soft Input Decoder”, IEEE GLOBECOM, 2023

[16] A 2.05-pJ/b 56-Gb/s PAM-4 VCSEL Transmitter with Piecewise Nonlinearity Compensation and Asymmetric Equalization in 40-nm CMOS, IEEE ESSCIRC, 2023

[17] “A Bang-Bang Phase Detector for PAM-N Signaling”, IEEE ASICON, 2023

[18] Design of Chip-to-PCB Matching Network for Millimeter-Wave On-Chip Transmitter and On-PCB Antenna, IEEE ASICON, 2023

[19] Yuechen Zhang, Jinbo Xing, Eric Lo, Jiaya Jia, “Real-World Image Variation by Aligning Diffusion Inversion Chain”, Thirty-seventh Conference on Neural Information Processing Systems, 2023

[20] Xin Lai, Yuhui Yuan, Ruihang Chu, Yukang Chen, Han Hu, Jiaya Jia, “Mask-Attention-Free Transformer for 3D Instance Segmentation”, International Conference on Computer Vision (ICCV), 2023

[21] Fanbin Lu, Xufeng Yao, Chi-Wing Fu, Jiaya Jia, “Removing Anomalies as Noises for Industrial Defect Localization”, International Conference on Computer Vision (ICCV), 2023

Patents

[1] Patrick Yue, Li Wang, “A 28-GHz Phased-Array Transmitter Based on IFLO Phase-Shifting Architecture Supporting Complete Orthogonality between Phase Shift and Gain Control,” U.S. Provisional Patent No. 63,518,882, 2023

Books

[1] Xingqin Lin, Jun Zhang, Yuanwei Liu, Joongheon Kim, “Fundamentals of 6G Communications and Networking” [link]