| 2026 | ACL | CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework. | Donghao Li, Yifan Deng, Jinta Weng, Xingsheng Zhang, Chenxu Niu, Jingyuan Tian, Heyan Huang, Yue Hu |
| 2025 | AISTATS | A Shared Low-Rank Adaptation Approach to Personalized RLHF. | Renpu Liu, Peng Wang, Donghao Li, Cong Shen, Jing Yang |
| 2025 | CVPR | FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning. | Gongxi Zhu, Donghao Li, Hanlin Gu, Yuan Yao, Lixin Fan, Yuxing Han |
| 2025 | UAI | Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis. | Ruiquan Huang, Donghao Li, Chengshuai Shi, Cong Shen, Jing Yang |
| 2024 | ACL | PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. | Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song |
| 2023 | ICML | Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints. | Donghao Li, Ruiquan Huang, Cong Shen, Jing Yang |
| 2023 | ICONIP | Instance-Aware and Semantic-Guided Prompt for Few-Shot Learning in Large Language Models. | Jinta Weng, Donghao Li, Yifan Deng, Jie Zhang, Yue Hu, Heyan Huang |
| 2023 | IROS | Development of an Autonomous Modular Swimming Robot with Disturbance Rejection and Path Tracking. | Hankun Deng, Colin Nitroy, Kundan Panta, Donghao Li, Shashank Priya, Bo Cheng |
| 2022 | ACSSC | Multi-Agent Reinforcement Learning for Wireless User Scheduling: Performance, Scalablility, and Generalization. | Kun Yang, Donghao Li, Cong Shen, Jing Yang, Shu-Ping Yeh, Jerry Sydir |
| 2022 | IROS | Effects of Design and Hydrodynamic Parameters on Optimized Swimming for Simulated, Fish-inspired Robots. | Donghao Li, Hankun Deng, Yagiz E. Bayiz, Bo Cheng |
| 2021 | IROS | Design and Experimental Learning of Swimming Gaits for a Magnetic, Modular, Undulatory Robot. | Hankun Deng, Patrick Burke, Donghao Li, Bo Cheng |
| 2020 | ACSSC | MIMO Receive Antenna Selection via Deep Learning and Greedy Adaptation. | Cong Shen, Donghao Li, Jing Yang |
| 2020 | ICML | DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths. | Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, Yuan Yao |
| 2020 | VCIP | No-Reference Objective Quality Assessment Method of Display Products. | Huiqing Zhang, Donghao Li, Lifang Wu, Zhifang Xia |