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2020 – today
- 2024
[j32]Xinran Sun
, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang:
An Effective Network With Discrete Latent Representation Designed for Massive MIMO CSI Feedback. IEEE Commun. Lett. 28(11): 2648-2652 (2024)- [j31]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): 904-914 (2024) - [j30]Zhengming Zhang, Yongming Huang, Cheng Zhang, Qingbi Zheng, Luxi Yang, Xiaohu You:
Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing. IEEE Trans. Commun. 72(10): 6209-6224 (2024) - [j29]Zhengming Zhang, Zhengming Ding, Renran Tian:
Decouple Ego-View Motions for Predicting Pedestrian Trajectory and Intention. IEEE Trans. Image Process. 33: 4716-4727 (2024) - [j28]Paul Zheng, Yao Zhu, Yulin Hu, Zhengming Zhang, Anke Schmeink:
Federated Learning in Heterogeneous Networks With Unreliable Communication. IEEE Trans. Wirel. Commun. 23(4): 3823-3838 (2024) - [j27]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): 9345-9360 (2024) - [j26]Shu Xu, Zhengming Zhang, Yinfei Xu, Chunguo Li, Luxi Yang:
Deep Reciprocity Calibration for TDD mmWave Massive MIMO Systems Toward 6G. IEEE Trans. Wirel. Commun. 23(10): 13285-13299 (2024) - [c20]Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal:
Teach LLMs to Phish: Stealing Private Information from Language Models. ICLR 2024 - [c19]Ran Zuo, Haoxiang Hu, Xiaoming Deng, Cangjun Gao, Zhengming Zhang, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang:
SceneDiff: Generative Scene-Level Image Retrieval with Text and Sketch Using Diffusion Models. IJCAI 2024: 1825-1833 - [i9]Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal:
Teach LLMs to Phish: Stealing Private Information from Language Models. CoRR abs/2403.00871 (2024) - 2023
- [j25]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): 3645-3652 (2023) - [j24]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): 145-157 (2023) - [j23]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): 877-892 (2023) - [j22]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: 3136-3149 (2023) - [j21]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): 1564-1573 (2023) - [j20]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): 5446-5460 (2023) - [j19]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): 6309-6321 (2023) - [j18]Muchen Tian, Zhengming Zhang, Qinzhen Xu, Luxi Yang:
A Personalized Solution for Deep Learning-Based mmWave Beam Selection. IEEE Wirel. Commun. Lett. 12(1): 183-186 (2023) - [c18]Zhengming Zhang, Renran Tian, Zhengming Ding:
TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty. AAAI 2023: 3534-3542 - [c17]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: 7490-7495 - [c16]Haoqing Shi, Taotao Ji, Zhengming Zhang, Luxi Yang, Yongming Huang:
Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems. WCNC 2023: 1-6 - [i8]Kunyang Sun, Wei Lin, Haoqing Shi, Zhengming Zhang, Yongming Huang, Horst Bischof:
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection. CoRR abs/2303.15377 (2023) - [i7]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 abs/2311.04410 (2023) - [i6]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 abs/2311.16876 (2023) - 2022
- [j17]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): 1474-1478 (2022) - [j16]Xiangyu Zhang, Zhengming Zhang, Luxi Yang:
Learning-Based Resource Allocation in Heterogeneous Ultradense Network. IEEE Internet Things J. 9(20): 20229-20242 (2022) - [j15]Zhengming Zhang, Ruming Yang, Xiangyu Zhang, Chunguo Li, Yongming Huang, Luxi Yang:
Backdoor Federated Learning-Based mmWave Beam Selection. IEEE Trans. Commun. 70(10): 6563-6578 (2022) - [j14]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): 3964-3979 (2022) - [c15]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: 26429-26446 - [c14]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: 1-7 - [i5]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 abs/2206.10341 (2022) - 2021
- [j13]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): 1027-1037 (2021) - [j12]Linyu Li, Zhengming Zhang, Luxi Yang:
Influence of Autoencoder-Based Data Augmentation on Deep Learning-Based Wireless Communication. IEEE Wirel. Commun. Lett. 10(9): 2090-2093 (2021) - [c13]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: 1214-1225 - [c12]Xinyi Hu, Zhengming Zhang, Zhouyong Liu, Zhiwei Han, Luxi Yang:
Reducing Adversarial Examples Through Boundary Methods. CICAI (2) 2021: 3-15 - [c11]Paul Zheng, Yao Zhu, Zhengming Zhang, Yulin Hu, Anke Schmeink:
Federated Learning in Heterogeneous Networks with Unreliable Communication. GLOBECOM (Workshops) 2021: 1-6 - [c10]Zhengming Zhang, Vincent G. Duffy, Renran Tian:
Trust and Automation: A Systematic Review and Bibliometric Analysis. HCI (40) 2021: 451-464 - [c9]Kunyang Sun, Haoqing Shi, Zhengming Zhang, Yongming Huang:
ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps. ICCV 2021: 7263-7272 - [c8]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: 1753-1759 - [c7]Ruming Yang, Zhengming Zhang, Luxi Yang:
Meta-Learning for mmWave Beam Prediction Using Sub-6 GHz Channels. WCSP 2021: 1-5 - [c6]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: 1-5 - [i4]Xiangyu Zhang, Zhengming Zhang, Luxi Yang:
Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning. CoRR abs/2103.15367 (2021) - 2020
- [j11]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): 1071-1086 (2020) - [j10]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): 16027-16043 (2020) - [i3]Zhengming Zhang, Zhewei Yao, Yaoqing Yang, Yujun Yan, Joseph E. Gonzalez, Michael W. Mahoney:
Benchmarking Semi-supervised Federated Learning. CoRR abs/2008.11364 (2020)
2010 – 2019
- 2019
- [j9]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): 972-980 (2019) - [j8]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): 15-29 (2019) - [j7]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): 2693-2706 (2019) - [j6]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): 372-375 (2019) - [c5]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: 1-6 - [c4]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: 137-142 - [c3]Zihui Zhu, Zhengming Zhang, Wen Yan, Yongming Huang, Luxi Yang:
Proactive Caching in Auto Driving Scene via Deep Reinforcement Learning. WCSP 2019: 1-6 - 2018
- [j5]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): 1264-1267 (2018) - [c2]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: 1-6 - [c1]Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang:
Cache-Enabled Adaptive Bit Rate Streaming via Deep Self-Transfer Reinforcement Learning. WCSP 2018: 1-6 - [i2]Zhengming Zhang, Yaru Zheng, Meng Hua, Yongming Huang, Luxi Yang:
Cache-Enabled Dynamic Rate Allocation via Deep Self-Transfer Reinforcement Learning. CoRR abs/1803.11334 (2018) - [i1]Zhengming Zhang, Meng Hua, Chunguo Li, Yongming Huang, Luxi Yang:
Placement Delivery Array Design via Attention-Based Deep Neural Network. CoRR abs/1805.00599 (2018) - 2015
- [j4]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. 98-A(5): 1136-1139 (2015) - 2014
- [j3]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. 97-A(9): 1971-1974 (2014)
1990 – 1999
- 1996
- [j2]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): 671-681 (1996) - 1995
- [j1]Weidong Min, Zesheng Tang, Zhengming Zhang, Yu Zhou, Minzhi Wang:
A new approach to fully automatic mesh generation. J. Comput. Sci. Technol. 10(6): 491-508 (1995)
Coauthor Index
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