| 2026 | ACL | ReCreate: Reasoning and Creating Domain Agents Driven by Experience. | Zhezheng Hao, Hong Wang, Jian Luo, Jianqing Zhang, Yuyan Zhou, Qiang Lin, Can Wang, Hande Dong, Jiawei Chen |
| 2026 | ACL | GAPO: Robust Advantage Estimation for Real-World Code LLMs. | Jianqing Zhang, Zhezheng Hao, Wei Xia, Hande Dong, Hong Wang, Chenxing Wei, Yuyan Zhou, Yubin Qi, Qiang Lin, Jian Cao |
| 2026 | ACL | Diffusion with Truncated Blocks: Fast and High-Quality Text Generation using Truncated Block Generation. | Yuyan Zhou, Weiyu Chen, James T. Kwok |
| 2026 | ACL | LEPO: Latent Reasoning Policy Optimization for Large Language Models. | Yuyan Zhou, Jiarui Yu, Hande Dong, Zhezheng Hao, Hong Wang, Jianqing Zhang, Qiang Lin |
| 2025 | AAAI | Improving Generalization of Deep Neural Networks by Optimum Shifting. | Yuyan Zhou, Ye Li, Lei Feng, Sheng-Jun Huang |
| 2024 | COMPSAC | FROM Syntax to Semantics: An OER-Powered SQL Learning and Visualisation Tool. | Yuyan Zhou, Dave Towey, Matthew Pike |
| 2024 | EMNLP | MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic. | Yuyan Zhou, Liang Song, Bingning Wang, Weipeng Chen |
| 2024 | ICML | Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph. | Yufei Kuang, Jie Wang, Yuyan Zhou, Xijun Li, Fangzhou Zhu, Jianye Hao, Feng Wu |
| 2023 | ICCV | Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery. | Yuyan Zhou, Dong Liang, Songcan Chen, Sheng-Jun Huang, Shuo Yang, Chongyi Li |