Optimal Resource Partitioning and Bit Allocation for UAV-Enabled Mobile Edge Computing. - Meng Hua; Yi Wang 032; Zhengming Zhang 001; Chunguo Li; Yongming Huang 001; Luxi Yang (VTC Fall, 2018)

Cache-Enabled Adaptive Bit Rate Streaming via Deep Self-Transfer Reinforcement Learning. - Zhengming Zhang 001; Yaru Zheng; Chunguo Li; Yongming Huang 001; Luxi Yang (WCSP, 2018)

Cache-Enabled Dynamic Rate Allocation via Deep Self-Transfer Reinforcement Learning. - Zhengming Zhang 001; Yaru Zheng; Meng Hua; Yongming Huang 001; Luxi Yang (CoRR, 2018)

Placement Delivery Array Design via Attention-Based Deep Neural Network. - Zhengming Zhang 001; Meng Hua; Chunguo Li; Yongming Huang 001; Luxi Yang (CoRR, 2018)

Power-Efficient Communication in UAV-Aided Wireless Sensor Networks. - Meng Hua; Yi Wang 032; Zhengming Zhang 001; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Commun. Lett., 2018)

On the Cover Problem for Coded Caching in Wireless Networks via Deep Neural Network. - Zhengming Zhang 001; Yaru Zheng; Chunguo Li; Yongming Huang 001; Luxi Yang (GLOBECOM, 2019)

Semantic Segmentation of Retinal Vessel Images via Dense Convolution and Depth Separable Convolution. - Zihui Zhu; Hengrui Gu 001; Zhengming Zhang 001; Yongming Huang 001; Luxi Yang (SiPS, 2019)

Proactive Caching in Auto Driving Scene via Deep Reinforcement Learning. - Zihui Zhu; Zhengming Zhang 001; Wen Yan; Yongming Huang 001; Luxi Yang (WCSP, 2019)

Energy-efficient optimisation for UAV-aided wireless sensor networks. - Meng Hua; Yi Wang 032; Zhengming Zhang 001; Chunguo Li; Yongming Huang 001; Luxi Yang (IET Commun., 2019)

An Overview of Intelligent Wireless Communications using Deep Reinforcement Learning. - Yongming Huang 001; Chunmei Xu; Cheng Zhang 004; Meng Hua; Zhengming Zhang 001 (J. Commun. Inf. Networks, 2019)

Proactive Caching for Vehicular Multi-View 3D Video Streaming via Deep Reinforcement Learning. - Zhengming Zhang 001; Yaoqing Yang; Meng Hua; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Trans. Wirel. Commun., 2019)

Placement Delivery Array Design via Attention-Based Sequence-to-Sequence Model With Deep Neural Network. - Zhengming Zhang 001; Meng Hua; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Wirel. Commun. Lett., 2019)

Benchmarking Semi-supervised Federated Learning. - Zhengming Zhang 001; Zhewei Yao; Yaoqing Yang; Yujun Yan; Joseph E. Gonzalez; Michael W. Mahoney (CoRR, 2020)

Double Coded Caching in Ultra Dense Networks: Caching and Multicast Scheduling via Deep Reinforcement Learning. - Zhengming Zhang 001; Hongyang Chen; Meng Hua; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Trans. Commun., 2020)

Heterogeneous User-Centric Cluster Migration Improves the Connectivity-Handover Trade-Off in Vehicular Networks. - Yan Lin 004; Zhengming Zhang 001; Yongming Huang 001; Jun Li 004; Feng Shu 002; Lajos Hanzo (IEEE Trans. Veh. Technol., 2020)

Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models. - Zhengming Zhang 001; Yaoqing Yang; Zhewei Yao; Yujun Yan; Joseph E. Gonzalez; Kannan Ramchandran; Michael W. Mahoney (IEEE BigData, 2021)

Reducing Adversarial Examples Through Boundary Methods. - Xinyi Hu; Zhengming Zhang 001; Zhouyong Liu; Zhiwei Han; Luxi Yang (CICAI (2), 2021)

ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps. - Kunyang Sun; Haoqing Shi; Zhengming Zhang 001; Yongming Huang 001 (ICCV, 2021)

Meta-Learning for mmWave Beam Prediction Using Sub-6 GHz Channels. - Ruming Yang; Zhengming Zhang 001; Luxi Yang (WCSP, 2021)

Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning. - Xiangyu Zhang 013; Zhengming Zhang 001; Luxi Yang (CoRR, 2021)

Influence of Autoencoder-Based Data Augmentation on Deep Learning-Based Wireless Communication. - Linyu Li 010; Zhengming Zhang 001; Luxi Yang (IEEE Wirel. Commun. Lett., 2021)

Neurotoxin: Durable Backdoors in Federated Learning. - Zhengming Zhang 001; Ashwinee Panda; Linyue Song; Yaoqing Yang; Michael W. Mahoney; Prateek Mittal; Kannan Ramchandran; Joseph Gonzalez 001 (ICML, 2022)

V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets. - Yuying Wu 001; Zhengming Zhang 001; Paul Zheng; Yulin Hu; Anke Schmeink (VTC Spring, 2022)

A Privacy-Preserved Split Learning Solution for Deep Learning-Based mmWave Beam Selection. - Muchen Tian; Zhengming Zhang 001; Qinzhen Xu; Luxi Yang (IEEE Commun. Lett., 2022)

Learning-Based Resource Allocation in Heterogeneous Ultradense Network. - Xiangyu Zhang 013; Zhengming Zhang 001; Luxi Yang (IEEE Internet Things J., 2022)

Backdoor Federated Learning-Based mmWave Beam Selection. - Zhengming Zhang 001; Ruming Yang; Xiangyu Zhang 013; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Trans. Commun., 2022)

Beyond Supervised Power Control in Massive MIMO Network: Simple Deep Neural Network Solutions. - Zhengming Zhang 001; Meng Hua; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Trans. Veh. Technol., 2022)

CNN-Enhanced Calibration Method: Over-the-Air Channel Calibration in mmWave MIMO System. - Shu Xu 001; Zhengming Zhang 001; Jiexin Zhang 006; Zhiming Zhu; Chunguo Li; Luxi Yang (GLOBECOM, 2023)

Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems. - Haoqing Shi; Taotao Ji; Zhengming Zhang 001; Luxi Yang; Yongming Huang 001 (WCNC, 2023)

AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection. - Kunyang Sun; Wei Lin 019; Haoqing Shi; Zhengming Zhang 001; Yongming Huang 001; Horst Bischof (CoRR, 2023)

Meta-Learning for Beam Prediction in a Dual-Band Communication System. - Ruming Yang; Zhengming Zhang 001; Xiangyu Zhang 013; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Trans. Commun., 2023)

A Personalized Solution for Deep Learning-Based mmWave Beam Selection. - Muchen Tian; Zhengming Zhang 001; Qinzhen Xu; Luxi Yang (IEEE Wirel. Commun. Lett., 2023)

Poison Neural Network-Based mmWave Beam Selection and Detoxification With Machine Unlearning. - Zhengming Zhang 001; Muchen Tian; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Trans. Commun., 2023)

AIRA-DA: Adversarial Image Reconstruction Alignments for Unsupervised Domain Adaptive Object Detection. - Kunyang Sun; Wei Lin 019; Haoqin Shi; Yu Liu 029; Zhengming Zhang 001; Yongming Huang 001; Horst Bischof (IEEE Robotics Autom. Lett., 2023)

A Self-Supervised Learning-Based Channel Estimation for IRS-Aided Communication Without Ground Truth. - Zhengming Zhang 001; Taotao Ji; Haoqing Shi; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Trans. Wirel. Commun., 2023)

Teach LLMs to Phish: Stealing Private Information from Language Models. - Ashwinee Panda; Christopher A. Choquette-Choo; Zhengming Zhang 001; Yaoqing Yang; Prateek Mittal (ICLR, 2024)

Federated Learning in Heterogeneous Networks With Unreliable Communication. - Paul Zheng; Yao Zhu 001; Yulin Hu; Zhengming Zhang 001; Anke Schmeink (IEEE Trans. Wirel. Commun., 2024)

Access Point Selection and Beamforming Design for Cell-Free Network: From Fractional Programming to GNN. - Xuanhong Yan; Zheng Wang 013; Yi Jia; Zhengming Zhang 001; Yongming Huang 001 (IEEE Trans. Wirel. Commun., 2024)

Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing. - Zhengming Zhang 001; Yongming Huang 001; Cheng Zhang 004; Qingbi Zheng; Luxi Yang; Xiaohu You 001 (IEEE Trans. Commun., 2024)

Deep Reciprocity Calibration for TDD mmWave Massive MIMO Systems Toward 6G. - Shu Xu 001; Zhengming Zhang 001; Yinfei Xu; Chunguo Li; Luxi Yang (IEEE Trans. Wirel. Commun., 2024)

An Effective Network With Discrete Latent Representation Designed for Massive MIMO CSI Feedback. - Xinran Sun; Zhengming Zhang 001; Chunguo Li; Yongming Huang 001; Luxi Yang (IEEE Commun. Lett., 2024)

A Denoising Diffusion Probabilistic Model-Based Digital Twinning of ISAC MIMO Channel. - Jiexin Zhang 006; Shu Xu 001; Zhengming Zhang 001; Chunguo Li; Luxi Yang (IEEE Internet Things J., 2025)