| 2026 | HCI | From Pixels to Paths: Pedestrian Trajectory Prediction Beyond Benchmarks. | Shaozhi Wang, Zhengming Zhang, Renran Tian |
| 2025 | ICCV | p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay. | Jun Zhang, Desen Meng, Zhengming Zhang, Zhenpeng Huang, Tao Wu, Limin Wang |
| 2025 | VTC | A Recursive Discretization Compression Framework Combined with Selective State Space Model for Massive MIMO CSI Feedback. | Xinran Sun, Zhengming Zhang, Wenzhe Fu, Chunguo Li, Yongming Huang, Luxi Yang |
| 2024 | HCI | A Unified Framework for Hierarchical Pedestrian Behavior Generation in Urban Scenario. | Zhengming Zhang, Vincent G. Duffy, Mark R. Lehto, Zhengming Ding, Renran Tian |
| 2024 | ICLR | Teach LLMs to Phish: Stealing Private Information from Language Models. | Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal |
| 2024 | IJCAI | 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 |
| 2023 | AAAI | TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty. | Zhengming Zhang, Renran Tian, Zhengming Ding |
| 2023 | GLOBECOM | 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 |
| 2023 | WCNC | Automatic Neural Network Construction-Based Channel Estimation for IRS-Aided Communication Systems. | Haoqing Shi, Taotao Ji, Zhengming Zhang, Luxi Yang, Yongming Huang |
| 2022 | ICML | Neurotoxin: Durable Backdoors in Federated Learning. | Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Prateek Mittal, Kannan Ramchandran, Joseph Gonzalez |
| 2022 | VTC | V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets. | Yuying Wu, Zhengming Zhang, Paul Zheng, Yulin Hu, Anke Schmeink |
| 2021 | GLOBECOM | Federated Learning in Heterogeneous Networks with Unreliable Communication. | Paul Zheng, Yao Zhu, Zhengming Zhang, Yulin Hu, Anke Schmeink |
| 2021 | HCI | Trust and Automation: A Systematic Review and Bibliometric Analysis. | Zhengming Zhang, Vincent G. Duffy, Renran Tian |
| 2021 | ICCV | ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps. | Kunyang Sun, Haoqing Shi, Zhengming Zhang, Yongming Huang |
| 2019 | GLOBECOM | On the Cover Problem for Coded Caching in Wireless Networks via Deep Neural Network. | Zhengming Zhang, Yaru Zheng, Chunguo Li, Yongming Huang, Luxi Yang |
| 2018 | VTC | Optimal Resource Partitioning and Bit Allocation for UAV-Enabled Mobile Edge Computing. | Meng Hua, Yi Wang, Zhengming Zhang, Chunguo Li, Yongming Huang, Luxi Yang |