Zhengming Zhang

According to our database, Zhengming Zhang authored at least 56 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Reciprocity Calibration for TDD mmWave Massive MIMO Systems Toward 6G.

Shu Xu, Zhengming Zhang, Yinfei Xu, Chunguo Li, Luxi Yang

IEEE Trans. Wirel. Commun., October, 2024

Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing.

Zhengming Zhang, Yongming Huang, Cheng Zhang, Qingbi Zheng, Luxi Yang, Xiaohu You

IEEE Trans. Commun., October, 2024

Access Point Selection and Beamforming Design for Cell-Free Network: From Fractional Programming to GNN.

Xuanhong Yan, Zheng Wang, Yi Jia, Zhengming Zhang, Yongming Huang

IEEE Trans. Wirel. Commun., August, 2024

Federated Learning in Heterogeneous Networks With Unreliable Communication.

Paul Zheng, Yao Zhu, Yulin Hu, Zhengming Zhang, Anke Schmeink

IEEE Trans. Wirel. Commun., April, 2024

The Comfort of the Soft-Safety Driver Alerts: Measurements and Evaluation.

Zhengming Zhang, Renran Tian, Vincent G. Duffy, Lingxi Li

Int. J. Hum. Comput. Interact., February, 2024

Decouple Ego-View Motions for Predicting Pedestrian Trajectory and Intention.

Zhengming Zhang, Zhengming Ding, Renran Tian

IEEE Trans. Image Process., 2024

SceneDiff: Generative Scene-Level Image Retrieval with Text and Sketch Using Diffusion Models.

Ran Zuo, Haoxiang Hu, Xiaoming Deng, Cangjun Gao, Zhengming Zhang, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Teach LLMs to Phish: Stealing Private Information from Language Models.

Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Stroke-based semantic segmentation for scene-level free-hand sketches.

Zhengming Zhang, Xiaoming Deng, Jinyao Li, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang

Vis. Comput., December, 2023

A Self-Supervised Learning-Based Channel Estimation for IRS-Aided Communication Without Ground Truth.

Zhengming Zhang, Taotao Ji, Haoqing Shi, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Trans. Wirel. Commun., August, 2023

AIRA-DA: Adversarial Image Reconstruction Alignments for Unsupervised Domain Adaptive Object Detection.

Kunyang Sun, Wei Lin, Haoqin Shi, Yu Liu, Zhengming Zhang, Yongming Huang, Horst Bischof

IEEE Robotics Autom. Lett., June, 2023

Attention-Based Interrelation Modeling for Explainable Automated Driving.

Zhengming Zhang, Renran Tian, Rini Sherony, Joshua E. Domeyer, Zhengming Ding

IEEE Trans. Intell. Veh., February, 2023

Poison Neural Network-Based mmWave Beam Selection and Detoxification With Machine Unlearning.

Zhengming Zhang, Muchen Tian, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Trans. Commun., February, 2023

A Personalized Solution for Deep Learning-Based mmWave Beam Selection.

Muchen Tian, Zhengming Zhang, Qinzhen Xu, Luxi Yang

IEEE Wirel. Commun. Lett., 2023

Fine-Grained Video Retrieval With Scene Sketches.

Ran Zuo, Xiaoming Deng, Keqi Chen, Zhengming Zhang, Yu-Kun Lai, Fang Liu, Cuixia Ma, Hao Wang, Yong-Jin Liu, Hongan Wang

IEEE Trans. Image Process., 2023

Meta-Learning for Beam Prediction in a Dual-Band Communication System.

Ruming Yang, Zhengming Zhang, Xiangyu Zhang, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Trans. Commun., 2023

An Efficient Probabilistic Solution to Mapping Errors in LiDAR-Camera Fusion for Autonomous Vehicles.

Dan Shen, Zhengming Zhang, Renran Tian, Yaobin Chen, Rini Sherony

CoRR, 2023

AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection.

Kunyang Sun, Wei Lin, Haoqing Shi, Zhengming Zhang, Yongming Huang, Horst Bischof

CoRR, 2023

Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems.

Haoqing Shi, Taotao Ji, Zhengming Zhang, Luxi Yang, Yongming Huang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

CNN-Enhanced Calibration Method: Over-the-Air Channel Calibration in mmWave MIMO System.

Shu Xu, Zhengming Zhang, Jiexin Zhang, Zhiming Zhu, Chunguo Li, Luxi Yang

Proceedings of the IEEE Global Communications Conference, 2023

TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty.

Zhengming Zhang, Renran Tian, Zhengming Ding

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Beyond Supervised Power Control in Massive MIMO Network: Simple Deep Neural Network Solutions.

Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Trans. Veh. Technol., 2022

Backdoor Federated Learning-Based mmWave Beam Selection.

Zhengming Zhang, Ruming Yang, Xiangyu Zhang, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Trans. Commun., 2022

Learning-Based Resource Allocation in Heterogeneous Ultradense Network.

Xiangyu Zhang, Zhengming Zhang, Luxi Yang

IEEE Internet Things J., 2022

A Privacy-Preserved Split Learning Solution for Deep Learning-Based mmWave Beam Selection.

Muchen Tian, Zhengming Zhang, Qinzhen Xu, Luxi Yang

IEEE Commun. Lett., 2022

V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets.

Yuying Wu, Zhengming Zhang, Paul Zheng, Yulin Hu, Anke Schmeink

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Neurotoxin: Durable Backdoors in Federated Learning.

Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Prateek Mittal, Kannan Ramchandran, Joseph Gonzalez

Proceedings of the International Conference on Machine Learning, 2022

2021

Influence of Autoencoder-Based Data Augmentation on Deep Learning-Based Wireless Communication.

Linyu Li, Zhengming Zhang, Luxi Yang

IEEE Wirel. Commun. Lett., 2021

Multi-scale visualization based on sketch interaction for massive surveillance video data.

Zhengming Zhang, Ran Zuo, Rui Guo, Yanfeng Li, Ti Zhou, Han Xue, Cuixia Ma, Hongan Wang

Pers. Ubiquitous Comput., 2021

Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning.

Xiangyu Zhang, Zhengming Zhang, Luxi Yang

CoRR, 2021

Deep Reinforcement Learning-Empowered Beamforming Design for IRS-Assisted MISO Interference Channels.

Jing Zhang, Haiyang Zhang, Zhengming Zhang, Haibo Dai, Wei Wu, Baoyun Wang

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Meta-Learning for mmWave Beam Prediction Using Sub-6 GHz Channels.

Ruming Yang, Zhengming Zhang, Luxi Yang

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Implementation and Performance Evaluation of In-vehicle Highway Back-of-Queue Alerting System Using the Driving Simulator.

Zhengming Zhang, Dan Shen, Renran Tian, Lingxi Li, Yaobin Chen, Jim Sturdevant, Ed Cox

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps.

Kunyang Sun, Haoqing Shi, Zhengming Zhang, Yongming Huang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Trust and Automation: A Systematic Review and Bibliometric Analysis.

Zhengming Zhang, Vincent G. Duffy, Renran Tian

Proceedings of the HCI International 2021 - Late Breaking Papers: Design and User Experience, 2021

Reducing Adversarial Examples Through Boundary Methods.

Xinyi Hu, Zhengming Zhang, Zhouyong Liu, Zhiwei Han, Luxi Yang

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models.

Zhengming Zhang, Yaoqing Yang, Zhewei Yao, Yujun Yan, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Heterogeneous User-Centric Cluster Migration Improves the Connectivity-Handover Trade-Off in Vehicular Networks.

Yan Lin, Zhengming Zhang, Yongming Huang, Jun Li, Feng Shu, Lajos Hanzo

IEEE Trans. Veh. Technol., 2020

Double Coded Caching in Ultra Dense Networks: Caching and Multicast Scheduling via Deep Reinforcement Learning.

Zhengming Zhang, Hongyang Chen, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Trans. Commun., 2020

Benchmarking Semi-supervised Federated Learning.

Zhengming Zhang, Zhewei Yao, Yaoqing Yang, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney

CoRR, 2020

2019

Placement Delivery Array Design via Attention-Based Sequence-to-Sequence Model With Deep Neural Network.

Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Wirel. Commun. Lett., 2019

Proactive Caching for Vehicular Multi-View 3D Video Streaming via Deep Reinforcement Learning.

Zhengming Zhang, Yaoqing Yang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Trans. Wirel. Commun., 2019

An Overview of Intelligent Wireless Communications using Deep Reinforcement Learning.

Yongming Huang, Chunmei Xu, Cheng Zhang, Meng Hua, Zhengming Zhang

J. Commun. Inf. Networks, 2019

Energy-efficient optimisation for UAV-aided wireless sensor networks.

Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang

IET Commun., 2019

Proactive Caching in Auto Driving Scene via Deep Reinforcement Learning.

Zihui Zhu, Zhengming Zhang, Wen Yan, Yongming Huang, Luxi Yang

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Semantic Segmentation of Retinal Vessel Images via Dense Convolution and Depth Separable Convolution.

Zihui Zhu, Hengrui Gu, Zhengming Zhang, Yongming Huang, Luxi Yang

Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

On the Cover Problem for Coded Caching in Wireless Networks via Deep Neural Network.

Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Power-Efficient Communication in UAV-Aided Wireless Sensor Networks.

Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang

IEEE Commun. Lett., 2018

Placement Delivery Array Design via Attention-Based Deep Neural Network.

Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang

CoRR, 2018

Cache-Enabled Dynamic Rate Allocation via Deep Self-Transfer Reinforcement Learning.

Zhengming Zhang, Yaru Zheng, Meng Hua, Yongming Huang, Luxi Yang

CoRR, 2018

Cache-Enabled Adaptive Bit Rate Streaming via Deep Self-Transfer Reinforcement Learning.

Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang

Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

Optimal Resource Partitioning and Bit Allocation for UAV-Enabled Mobile Edge Computing.

Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

2015

Orthogonal Linear Transform for Memoryless Nonlinear Communication Systems.

Sunzeng Cai, Saijie Yao, Kai Kang, Zhengming Zhang, Hua Qian

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015

2014

Battery-Aware Task Scheduling for Energy Efficient Mobile Devices.

Kun Wei, Wuxiong Zhang, Yang Yang, Guannan Song, Zhengming Zhang

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014

1996

Automatic mesh generation for multiply connected planar regions based on mesh grading propagation.

Weidong Min, Zesheng Tang, Zhengming Zhang, Yu Zhou, Minzhi Wang

Comput. Aided Des., 1996

1995

A new approach to fully automatic mesh generation.

Weidong Min, Zesheng Tang, Zhengming Zhang, Yu Zhou, Minzhi Wang

J. Comput. Sci. Technol., 1995