| 2026 | AAAI | Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation. | Jianghan Zhu, Yaoxin Wu, Zhuoyi Lin, Zhengyuan Zhang, Haiyan Yin, Zhiguang Cao, Senthilnath Jayavelu, Xiaoli Li |
| 2025 | AAAI | Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity. | Lei Zhang, Guanyu Gao, Haiyan Yin, Huaizheng Zhang |
| 2025 | IJCAI | Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey. | Haiyan Yin, Hangwei Qian, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong |
| 2024 | HPCC | Reinforcement Learning for Efficient Multi-phase Resource Allocation. | Zhenfu Zhang, Haiyan Yin, Liudong Zuo, Xiao Zhang, Jianlin Zhu, Yuxuan Fan, Pan Lai |
| 2024 | MICCAI | Diagnose with Uncertainty Awareness: Diagnostic Uncertainty Encoding Framework for Radiology Report Generation. | Sixing Yan, Haiyan Yin, Ivor W. Tsang, William K. Cheung |
| 2023 | AAAI | Crowd-Level Abnormal Behavior Detection via Multi-Scale Motion Consistency Learning. | Linbo Luo, Yuanjing Li, Haiyan Yin, Shangwei Xie, Ruimin Hu, Wentong Cai |
| 2023 | ICLR | Distributional Meta-Gradient Reinforcement Learning. | Haiyan Yin, Shuicheng Yan, Zhongwen Xu |
| 2022 | NAACL | Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning. | Haiyan Yin, Dingcheng Li, Ping Li |
| 2021 | AAAI | Sequential Generative Exploration Model for Partially Observable Reinforcement Learning. | Haiyan Yin, Jianda Chen, Sinno Jialin Pan, Sebastian Tschiatschek |
| 2021 | ICDM | Causal Discovery with Flow-based Conditional Density Estimation. | Shaogang Ren, Haiyan Yin, Mingming Sun, Ping Li |
| 2020 | AAAI | Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation. | Haiyan Yin, Dingcheng Li, Xu Li, Ping Li |
| 2018 | IJCAI | Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning. | Haiyan Yin, Jianda Chen, Sinno Jialin Pan |
| 2017 | AAAI | Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay. | Haiyan Yin, Sinno Jialin Pan |