Publications | Zhuangdi Zhu

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

Shuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain, Jiayu Zhou. Robust Unsupervised Domain Adaptation from A Corrupted Source. ICDM, 2022.

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.