| 2026 | AAAI | State Proficiency-Based Adaptive Fine-Tuning for Offline-to-Online Reinforcement Learning. | Songlin Li, Wei Xiao, Hao Wu, Xiaodan Zhang, Daolong An, Shuai L |
| 2026 | AAAI | Prototype-Driven Active Domain Adaptation with Density Consideration. | Zeyu Zhang, Chun Shen, Qiang Ma, Meng Kang, Shuai L |
| 2026 | SIGIR | Selective Constraint Learning for Unsupervised Cross-Domain Image Retrieval. | Wensi Fang, Xiaodan Zhang, Xiaoyu Lian, Qiang Li, Shuai L |
| 2024 | AAAI | Low Category Uncertainty and High Training Potential Instance Learning for Unsupervised Domain Adaptation. | Xinyu Zhang, Meng Kang, Shuai L |
| 2024 | AAAI | Reviewing the Forgotten Classes for Domain Adaptation of Black-Box Predictors. | Shaojie Zhang, Chun Shen, Shuai L, Zeyu Zhang |
| 2024 | AAAI | Double Buffers CEM-TD3: More Efficient Evolution and Richer Exploration. | Sheng Zhu, Chun Shen, Shuai L, Junhong Wu, Daolong An |
| 2024 | IJCAI | Alleviating Imbalanced Pseudo-label Distribution: Self-Supervised Multi-Source Domain Adaptation with Label-specific Confidence. | Shuai L, Meng Kang, Ximing Li |
| 2024 | IJCAI | Reconfigurability-Aware Selection for Contrastive Active Domain Adaptation. | Zeyu Zhang, Chun Shen, Shuai L, Shaojie Zhang |
| 2023 | IJCAI | Adaptive Estimation Q-learning with Uncertainty and Familiarity. | Xiaoyu Gong, Shuai L, Jiayu Yu, Sheng Zhu, Zongze Li |
| 2021 | IJCNN | Evolutionary Generative Adversarial Networks with Crossover Based Knowledge Distillation. | Junjie Li, Junwei Zhang, Xiaoyu Gong, Shuai L |
| 2020 | ICANN | Deep Recurrent Deterministic Policy Gradient for Physical Control. | Lei Zhang, Shuai Han, Zhiruo Zhang, Lefan Li, Shuai L |
| 2016 | ECAI | A New Stochastic Local Search Approach for Computing Preferred Extensions of Abstract Argumentation. | Dangdang Niu, Lei Liu, Shuai L |