| 2026 | ACL | Think Outside the Policy: In-Context Steered Policy Optimization. | Hsiu-Yuan Huang, Chenming Tang, Weijie Liu, Clive Bai, Saiyong Yang, Yunfang Wu |
| 2026 | ACL | Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error. | Chenming Tang, Hsiu-Yuan Huang, Weijie Liu, Clive Bai, Saiyong Yang, Yunfang Wu |
| 2025 | EMNLP | Beyond Demonstrations: Dynamic Vector Construction from Latent Representations. | Wang Cai, Hsiu-Yuan Huang, Zhixiang Wang, Yunfang Wu |
| 2025 | EMNLP | CTR-Guided Generative Query Suggestion in Conversational Search. | Erxue Min, Hsiu-Yuan Huang, Xihong Yang, Min Yang, Xin Jia, Yunfang Wu, Hengyi Cai, Junfeng Wang, Shuaiqiang Wang, Dawei Yin |
| 2025 | EMNLP | Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing. | Zichen Wu, Hsiu-Yuan Huang, Yunfang Wu |
| 2024 | COLING | Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding. | Zichen Wu, Hsiu-Yuan Huang, Fanyi Qu, Yunfang Wu |
| 2024 | NAACL | FPT: Feature Prompt Tuning for Few-shot Readability Assessment. | Ziyang Wang, Sanwoo Lee, Hsiu-Yuan Huang, Yunfang Wu |