| 2026 | EACL | Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations. | Zijie Liu, Xinyu Zhao, Jie Peng, Jinhao Duan, Zhuangdi Zhu, Qingyu Chen, Kaidi Xu, Xia Hu, Tianlong Chen |
| 2025 | EMNLP | Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models. | Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu |
| 2025 | KDD | FedKDD 2025: The 2025 International Joint Workshop on Federated Learning for Data Mining and Graph Analytics. | Carl Yang, Guancheng Wan, Zhuangdi Zhu, Zheng Xu, Junyuan Hong, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou |
| 2024 | KDD | FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics. | Junyuan Hong, Carl Yang, Zhuangdi Zhu, Zheng Xu, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou |
| 2023 | KDD | International Workshop on Federated Learning for Distributed Data Mining. | Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou, Vishnu Naresh Boddeti, Jiayu Zhou |
| 2022 | AAAI | Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations. | Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou |
| 2022 | ICDM | Robust Unsupervised Domain Adaptation from A Corrupted Source. | Shuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain, Jiayu Zhou |
| 2022 | ICML | Resilient and Communication Efficient Learning for Heterogeneous Federated Systems. | Zhuangdi Zhu, Junyuan Hong, Steve Drew, Jiayu Zhou |
| 2021 | ICML | Data-Free Knowledge Distillation for Heterogeneous Federated Learning. | Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou |
| 2021 | KDD | Federated Adversarial Debiasing for Fair and Transferable Representations. | Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou |
| 2019 | CCS | MagAttack: Guessing Application Launching and Operation via Smartphone. | Yushi Cheng, Xiaoyu Ji, Wenyuan Xu, Hao Pan, Zhuangdi Zhu, Chuang-Wen You, Yi-Chao Chen, Lili Qiu |