Zhengming Zhang

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 52

Top Topics

Weakly Supervised

Reinforcement Learning

Resource Allocation

Top Venues

IEEE Trans. Commun.

IEEE Trans. Wirel. Commun.

Publications

Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
Teach LLMs to Phish: Stealing Private Information from Language Models. CoRR (2024)
Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
Teach LLMs to Phish: Stealing Private Information from Language Models. ICLR (2024)
Paul Zheng, Yao Zhu, Yulin Hu, Zhengming Zhang, Anke Schmeink
Federated Learning in Heterogeneous Networks With Unreliable Communication. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Xuanhong Yan, Zheng Wang, Yi Jia, Zhengming Zhang, Yongming Huang
Access Point Selection and Beamforming Design for Cell-Free Network: From Fractional Programming to GNN. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Zhengming Zhang, Renran Tian, Vincent G. Duffy, Lingxi Li
The Comfort of the Soft-Safety Driver Alerts: Measurements and Evaluation. Int. J. Hum. Comput. Interact. 40 (4) (2024)
Dan Shen, Zhengming Zhang, Renran Tian, Yaobin Chen, Rini Sherony
An Efficient Probabilistic Solution to Mapping Errors in LiDAR-Camera Fusion for Autonomous Vehicles. CoRR (2023)
Zhengming Zhang, Muchen Tian, Chunguo Li, Yongming Huang, Luxi Yang
Poison Neural Network-Based mmWave Beam Selection and Detoxification With Machine Unlearning. IEEE Trans. Commun. 71 (2) (2023)
Haoqing Shi, Taotao Ji, Zhengming Zhang, Luxi Yang, Yongming Huang
Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems. WCNC (2023)
Kunyang Sun, Wei Lin, Haoqin Shi, Yu Liu, Zhengming Zhang, Yongming Huang, Horst Bischof
AIRA-DA: Adversarial Image Reconstruction Alignments for Unsupervised Domain Adaptive Object Detection. IEEE Robotics Autom. Lett. 8 (6) (2023)
Ruming Yang, Zhengming Zhang, Xiangyu Zhang, Chunguo Li, Yongming Huang, Luxi Yang
Meta-Learning for Beam Prediction in a Dual-Band Communication System. IEEE Trans. Commun. 71 (1) (2023)
Zhengming Zhang, Taotao Ji, Haoqing Shi, Chunguo Li, Yongming Huang, Luxi Yang
A Self-Supervised Learning-Based Channel Estimation for IRS-Aided Communication Without Ground Truth. IEEE Trans. Wirel. Commun. 22 (8) (2023)
Ran Zuo, Xiaoming Deng, Keqi Chen, Zhengming Zhang, Yu-Kun Lai, Fang Liu, Cuixia Ma, Hao Wang, Yong-Jin Liu, Hongan Wang
Fine-Grained Video Retrieval With Scene Sketches. IEEE Trans. Image Process. 32 (2023)
Kunyang Sun, Wei Lin, Haoqing Shi, Zhengming Zhang, Yongming Huang, Horst Bischof
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection. CoRR (2023)
Zhengming Zhang, Renran Tian, Rini Sherony, Joshua E. Domeyer, Zhengming Ding
Attention-Based Interrelation Modeling for Explainable Automated Driving. IEEE Trans. Intell. Veh. 8 (2) (2023)
Muchen Tian, Zhengming Zhang, Qinzhen Xu, Luxi Yang
A Personalized Solution for Deep Learning-Based mmWave Beam Selection. IEEE Wirel. Commun. Lett. 12 (1) (2023)
Zhengming Zhang, Renran Tian, Zhengming Ding
TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty. AAAI (2023)
Zhengming Zhang, Xiaoming Deng, Jinyao Li, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang
Stroke-based semantic segmentation for scene-level free-hand sketches. Vis. Comput. 39 (12) (2023)
Zhengming Zhang, Yongming Huang, Cheng Zhang, Qingbi Zheng, Luxi Yang, Xiaohu You
Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing. CoRR (2023)
Shu Xu, Zhengming Zhang, Jiexin Zhang, Zhiming Zhu, Chunguo Li, Luxi Yang
CNN-Enhanced Calibration Method: Over-the-Air Channel Calibration in mmWave MIMO System. GLOBECOM (2023)
Zhengming Zhang, Ruming Yang, Xiangyu Zhang, Chunguo Li, Yongming Huang, Luxi Yang
Backdoor Federated Learning-Based mmWave Beam Selection. IEEE Trans. Commun. 70 (10) (2022)
Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Joseph E. Gonzalez, Kannan Ramchandran, Prateek Mittal
Neurotoxin: Durable Backdoors in Federated Learning. CoRR (2022)
Xiangyu Zhang, Zhengming Zhang, Luxi Yang
Learning-Based Resource Allocation in Heterogeneous Ultradense Network. IEEE Internet Things J. 9 (20) (2022)
Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
Beyond Supervised Power Control in Massive MIMO Network: Simple Deep Neural Network Solutions. IEEE Trans. Veh. Technol. 71 (4) (2022)
Muchen Tian, Zhengming Zhang, Qinzhen Xu, Luxi Yang
A Privacy-Preserved Split Learning Solution for Deep Learning-Based mmWave Beam Selection. IEEE Commun. Lett. 26 (7) (2022)
Yuying Wu, Zhengming Zhang, Paul Zheng, Yulin Hu, Anke Schmeink
V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets. VTC Spring (2022)
Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Prateek Mittal, Kannan Ramchandran, Joseph Gonzalez
Neurotoxin: Durable Backdoors in Federated Learning. ICML (2022)
Paul Zheng, Yao Zhu, Zhengming Zhang, Yulin Hu, Anke Schmeink
Federated Learning in Heterogeneous Networks with Unreliable Communication. GLOBECOM (Workshops) (2021)
Kunyang Sun, Haoqing Shi, Zhengming Zhang, Yongming Huang
ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps. ICCV (2021)
Ruming Yang, Zhengming Zhang, Luxi Yang
Meta-Learning for mmWave Beam Prediction Using Sub-6 GHz Channels. WCSP (2021)
Linyu Li, Zhengming Zhang, Luxi Yang
Influence of Autoencoder-Based Data Augmentation on Deep Learning-Based Wireless Communication. IEEE Wirel. Commun. Lett. 10 (9) (2021)
Zhengming Zhang, Vincent G. Duffy, Renran Tian
Trust and Automation: A Systematic Review and Bibliometric Analysis. HCI (40) (2021)
Zhengming Zhang, Dan Shen, Renran Tian, Lingxi Li, Yaobin Chen, Jim Sturdevant, Ed Cox
Implementation and Performance Evaluation of In-vehicle Highway Back-of-Queue Alerting System Using the Driving Simulator. ITSC (2021)
Xiangyu Zhang, Zhengming Zhang, Luxi Yang
Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning. CoRR (2021)
Zhengming Zhang, Yaoqing Yang, Zhewei Yao, Yujun Yan, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney
Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models. IEEE BigData (2021)
Zhengming Zhang, Ran Zuo, Rui Guo, Yanfeng Li, Ti Zhou, Han Xue, Cuixia Ma, Hongan Wang
Multi-scale visualization based on sketch interaction for massive surveillance video data. Pers. Ubiquitous Comput. 25 (6) (2021)
Xinyi Hu, Zhengming Zhang, Zhouyong Liu, Zhiwei Han, Luxi Yang
Reducing Adversarial Examples Through Boundary Methods. CICAI (2) (2021)
Jing Zhang, Haiyang Zhang, Zhengming Zhang, Haibo Dai, Wei Wu, Baoyun Wang
Deep Reinforcement Learning-Empowered Beamforming Design for IRS-Assisted MISO Interference Channels. WCSP (2021)
Yan Lin, Zhengming Zhang, Yongming Huang, Jun Li, Feng Shu, Lajos Hanzo
Heterogeneous User-Centric Cluster Migration Improves the Connectivity-Handover Trade-Off in Vehicular Networks. IEEE Trans. Veh. Technol. 69 (12) (2020)
Zhengming Zhang, Hongyang Chen, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
Double Coded Caching in Ultra Dense Networks: Caching and Multicast Scheduling via Deep Reinforcement Learning. IEEE Trans. Commun. 68 (2) (2020)
Zhengming Zhang, Zhewei Yao, Yaoqing Yang, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney
Benchmarking Semi-supervised Federated Learning. CoRR (2020)
Zihui Zhu, Zhengming Zhang, Wen Yan, Yongming Huang, Luxi Yang
Proactive Caching in Auto Driving Scene via Deep Reinforcement Learning. WCSP (2019)
Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
Placement Delivery Array Design via Attention-Based Sequence-to-Sequence Model With Deep Neural Network. IEEE Wirel. Commun. Lett. 8 (2) (2019)
Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang
On the Cover Problem for Coded Caching in Wireless Networks via Deep Neural Network. GLOBECOM (2019)
Zhengming Zhang, Yaoqing Yang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
Proactive Caching for Vehicular Multi-View 3D Video Streaming via Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 18 (5) (2019)
Yongming Huang, Chunmei Xu, Cheng Zhang, Meng Hua, Zhengming Zhang
An Overview of Intelligent Wireless Communications using Deep Reinforcement Learning. J. Commun. Inf. Networks 4 (2) (2019)
Zihui Zhu, Hengrui Gu, Zhengming Zhang, Yongming Huang, Luxi Yang
Semantic Segmentation of Retinal Vessel Images via Dense Convolution and Depth Separable Convolution. SiPS (2019)
Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang
Energy-efficient optimisation for UAV-aided wireless sensor networks. IET Commun. 13 (8) (2019)
Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang
Power-Efficient Communication in UAV-Aided Wireless Sensor Networks. IEEE Commun. Lett. 22 (6) (2018)
Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang
Placement Delivery Array Design via Attention-Based Deep Neural Network. CoRR (2018)
Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang
Optimal Resource Partitioning and Bit Allocation for UAV-Enabled Mobile Edge Computing. VTC Fall (2018)
Zhengming Zhang, Yaru Zheng, Meng Hua, Yongming Huang, Luxi Yang
Cache-Enabled Dynamic Rate Allocation via Deep Self-Transfer Reinforcement Learning. CoRR (2018)
Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang
Cache-Enabled Adaptive Bit Rate Streaming via Deep Self-Transfer Reinforcement Learning. WCSP (2018)
Sunzeng Cai, Saijie Yao, Kai Kang, Zhengming Zhang, Hua Qian
Orthogonal Linear Transform for Memoryless Nonlinear Communication Systems. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (5) (2015)
Kun Wei, Wuxiong Zhang, Yang Yang, Guannan Song, Zhengming Zhang
Battery-Aware Task Scheduling for Energy Efficient Mobile Devices. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2014)
Weidong Min, Zesheng Tang, Zhengming Zhang, Yu Zhou, Minzhi Wang
Automatic mesh generation for multiply connected planar regions based on mesh grading propagation. Comput. Aided Des. 28 (9) (1996)
Weidong Min, Zesheng Tang, Zhengming Zhang, Yu Zhou, Minzhi Wang
A new approach to fully automatic mesh generation. J. Comput. Sci. Technol. 10 (6) (1995)