Publications | Zhuangdi Zhu

Zhengbang Yang, Yisheng Zhong, Junyuan Hong, Zhuangdi Zhu. CATNIP: LLM Unlearning via Calibrated and Tokenized Negative Preference Alignment. ResponsibleFM @ NeurIPS 2025, 2026.

Yisheng Zhong, Zhengbang Yang, Zhuangdi Zhu. DUET: Distilled LLM Unlearning from an Efficiently Contextualized Teacher. ICLR 2026, 2026.

Yisheng Zhong, Zhengbang Yang, Zhuangdi Zhu. Hierarchical Federated Unlearning for Large Language Models. FedKDD 2025, 2025.

Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu. Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models. EMNLP 2025, 2025.

Zhengbang Yang, Junyuan Hong, Yijiang Pang, Jiayu Zhou, Zhuangdi Zhu. ChatWise: AI-Powered Engaging Conversations for Enhancing Senior Cognitive Wellbeing. SciSocLLM @ KDD 2025, 2025.

Zhuangdi Zhu, Kaxiang Lin, Anil K. Jain, Jiayu Zhou. Transfer Learning in Deep Reinforcement Learning: A Survey. TPAMI, 2023.

Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou. Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-Optimal Demonstrations.. AAAI, 2022.

Zhuangdi Zhu, Junyuan Hong, steve Drew, Jiayu Zhou. Resilient and Communication Efficient Learning for Heterogeneous Federated Systems. ICML, 2022.

Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H Dodge, Jiayu Zhou. Federated adversarial debiasing for fair and transferable representations. KDD, 2021.

Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou. Data-Free Knowledge Distillation for Heterogeneous Federated Learning. ICML, 2021.

Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou. Off-Policy Imitation Learning from Observations. NuerIPs, 2020.