Zhengming Zhang

48 papers A* 3B 3Journal 32Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Channel Calibration for Cell-Free Massive MIMO Systems Using Diffusion Model. IEEE Trans. Wirel. Commun. Shu Xu, Zhengming Zhang, Chunguo Li, Xiyuan Chen, Luxi Yang, Arumugam Nallanathan
2025	J	`jnl`	A Denoising Diffusion Probabilistic Model-Based Digital Twinning of ISAC MIMO Channel. IEEE Internet Things J. Jiexin Zhang, Shu Xu, Zhengming Zhang, Chunguo Li, Luxi Yang
2025	—	`conf`	A Recursive Discretization Compression Framework Combined with Selective State Space Model for Massive MIMO CSI Feedback. VTC2025-Spring Xinran Sun, Zhengming Zhang, Wenzhe Fu, Chunguo Li, Yongming Huang, Luxi Yang
2024	J	`jnl`	Access Point Selection and Beamforming Design for Cell-Free Network: From Fractional Programming to GNN. IEEE Trans. Wirel. Commun. Xuanhong Yan, Zheng Wang, Yi Jia, Zhengming Zhang, Yongming Huang
2024	J	`jnl`	An Effective Network With Discrete Latent Representation Designed for Massive MIMO CSI Feedback. IEEE Commun. Lett. Xinran Sun, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang
2024	J	`jnl`	Deep Reciprocity Calibration for TDD mmWave Massive MIMO Systems Toward 6G. IEEE Trans. Wirel. Commun. Shu Xu, Zhengming Zhang, Yinfei Xu, Chunguo Li, Luxi Yang
2024	J	`jnl`	Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing. IEEE Trans. Commun. Zhengming Zhang, Yongming Huang, Cheng Zhang, Qingbi Zheng, Luxi Yang, Xiaohu You
2024	J	`jnl`	Federated Learning in Heterogeneous Networks With Unreliable Communication. IEEE Trans. Wirel. Commun. Paul Zheng, Yao Zhu, Yulin Hu, Zhengming Zhang, Anke Schmeink
2024	A*	`conf`	Teach LLMs to Phish: Stealing Private Information from Language Models. ICLR Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
2024	J	`jnl`	Teach LLMs to Phish: Stealing Private Information from Language Models. CoRR Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
2023	J	`jnl`	A Personalized Solution for Deep Learning-Based mmWave Beam Selection. IEEE Wirel. Commun. Lett. Muchen Tian, Zhengming Zhang, Qinzhen Xu, Luxi Yang
2023	J	`jnl`	A Self-Supervised Learning-Based Channel Estimation for IRS-Aided Communication Without Ground Truth. IEEE Trans. Wirel. Commun. Zhengming Zhang, Taotao Ji, Haoqing Shi, Chunguo Li, Yongming Huang, Luxi Yang
2023	J	`jnl`	AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection. CoRR Kunyang Sun, Wei Lin, Haoqing Shi, Zhengming Zhang, Yongming Huang, Horst Bischof
2023	J	`jnl`	AIRA-DA: Adversarial Image Reconstruction Alignments for Unsupervised Domain Adaptive Object Detection. IEEE Robotics Autom. Lett. Kunyang Sun, Wei Lin, Haoqin Shi, Yu Liu, Zhengming Zhang, Yongming Huang, Horst Bischof
2023	B	`conf`	Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems. WCNC Haoqing Shi, Taotao Ji, Zhengming Zhang, Luxi Yang, Yongming Huang
2023	B	`conf`	CNN-Enhanced Calibration Method: Over-the-Air Channel Calibration in mmWave MIMO System. GLOBECOM Shu Xu, Zhengming Zhang, Jiexin Zhang, Zhiming Zhu, Chunguo Li, Luxi Yang
2023	J	`jnl`	Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing. CoRR Zhengming Zhang, Yongming Huang, Cheng Zhang, Qingbi Zheng, Luxi Yang, Xiaohu You
2023	J	`jnl`	Meta-Learning for Beam Prediction in a Dual-Band Communication System. IEEE Trans. Commun. Ruming Yang, Zhengming Zhang, Xiangyu Zhang, Chunguo Li, Yongming Huang, Luxi Yang
2023	J	`jnl`	Poison Neural Network-Based mmWave Beam Selection and Detoxification With Machine Unlearning. IEEE Trans. Commun. Zhengming Zhang, Muchen Tian, Chunguo Li, Yongming Huang, Luxi Yang
2022	J	`jnl`	A Privacy-Preserved Split Learning Solution for Deep Learning-Based mmWave Beam Selection. IEEE Commun. Lett. Muchen Tian, Zhengming Zhang, Qinzhen Xu, Luxi Yang
2022	J	`jnl`	Backdoor Federated Learning-Based mmWave Beam Selection. IEEE Trans. Commun. Zhengming Zhang, Ruming Yang, Xiangyu Zhang, Chunguo Li, Yongming Huang, Luxi Yang
2022	J	`jnl`	Beyond Supervised Power Control in Massive MIMO Network: Simple Deep Neural Network Solutions. IEEE Trans. Veh. Technol. Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
2022	J	`jnl`	Learning-Based Resource Allocation in Heterogeneous Ultradense Network. IEEE Internet Things J. Xiangyu Zhang, Zhengming Zhang, Luxi Yang
2022	A*	`conf`	Neurotoxin: Durable Backdoors in Federated Learning. ICML Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Prateek Mittal, Kannan Ramchandran, Joseph Gonzalez
2022	J	`jnl`	Neurotoxin: Durable Backdoors in Federated Learning. CoRR Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Joseph E. Gonzalez, Kannan Ramchandran, Prateek Mittal
2022	—	`conf`	V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets. VTC Spring Yuying Wu, Zhengming Zhang, Paul Zheng, Yulin Hu, Anke Schmeink
2021	A*	`conf`	ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps. ICCV Kunyang Sun, Haoqing Shi, Zhengming Zhang, Yongming Huang
2021	—	`conf`	Federated Learning in Heterogeneous Networks with Unreliable Communication. GLOBECOM (Workshops) Paul Zheng, Yao Zhu, Zhengming Zhang, Yulin Hu, Anke Schmeink
2021	—	`conf`	Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models. IEEE BigData Zhengming Zhang, Yaoqing Yang, Zhewei Yao, Yujun Yan, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney
2021	J	`jnl`	Influence of Autoencoder-Based Data Augmentation on Deep Learning-Based Wireless Communication. IEEE Wirel. Commun. Lett. Linyu Li, Zhengming Zhang, Luxi Yang
2021	J	`jnl`	Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning. CoRR Xiangyu Zhang, Zhengming Zhang, Luxi Yang
2021	—	`conf`	Meta-Learning for mmWave Beam Prediction Using Sub-6 GHz Channels. WCSP Ruming Yang, Zhengming Zhang, Luxi Yang
2021	—	`conf`	Reducing Adversarial Examples Through Boundary Methods. CICAI (2) Xinyi Hu, Zhengming Zhang, Zhouyong Liu, Zhiwei Han, Luxi Yang
2020	J	`jnl`	Benchmarking Semi-supervised Federated Learning. CoRR Zhengming Zhang, Zhewei Yao, Yaoqing Yang, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney
2020	J	`jnl`	Double Coded Caching in Ultra Dense Networks: Caching and Multicast Scheduling via Deep Reinforcement Learning. IEEE Trans. Commun. Zhengming Zhang, Hongyang Chen, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
2020	J	`jnl`	Heterogeneous User-Centric Cluster Migration Improves the Connectivity-Handover Trade-Off in Vehicular Networks. IEEE Trans. Veh. Technol. Yan Lin, Zhengming Zhang, Yongming Huang, Jun Li, Feng Shu, Lajos Hanzo
2019	J	`jnl`	An Overview of Intelligent Wireless Communications using Deep Reinforcement Learning. J. Commun. Inf. Networks Yongming Huang, Chunmei Xu, Cheng Zhang, Meng Hua, Zhengming Zhang
2019	J	`jnl`	Energy-efficient optimisation for UAV-aided wireless sensor networks. IET Commun. Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang
2019	B	`conf`	On the Cover Problem for Coded Caching in Wireless Networks via Deep Neural Network. GLOBECOM Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang
2019	J	`jnl`	Placement Delivery Array Design via Attention-Based Sequence-to-Sequence Model With Deep Neural Network. IEEE Wirel. Commun. Lett. Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
2019	J	`jnl`	Proactive Caching for Vehicular Multi-View 3D Video Streaming via Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. Zhengming Zhang, Yaoqing Yang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
2019	—	`conf`	Proactive Caching in Auto Driving Scene via Deep Reinforcement Learning. WCSP Zihui Zhu, Zhengming Zhang, Wen Yan, Yongming Huang, Luxi Yang
2019	—	`conf`	Semantic Segmentation of Retinal Vessel Images via Dense Convolution and Depth Separable Convolution. SiPS Zihui Zhu, Hengrui Gu, Zhengming Zhang, Yongming Huang, Luxi Yang
2018	—	`conf`	Cache-Enabled Adaptive Bit Rate Streaming via Deep Self-Transfer Reinforcement Learning. WCSP Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang
2018	J	`jnl`	Cache-Enabled Dynamic Rate Allocation via Deep Self-Transfer Reinforcement Learning. CoRR Zhengming Zhang, Yaru Zheng, Meng Hua, Yongming Huang, Luxi Yang
2018	—	`conf`	Optimal Resource Partitioning and Bit Allocation for UAV-Enabled Mobile Edge Computing. VTC Fall Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang
2018	J	`jnl`	Placement Delivery Array Design via Attention-Based Deep Neural Network. CoRR Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
2018	J	`jnl`	Power-Efficient Communication in UAV-Aided Wireless Sensor Networks. IEEE Commun. Lett. Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang