| 2025 | ACL | RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection. | Wenjun Hou, Yi Cheng, Kaishuai Xu, Heng Li, Yan Hu, Wenjie Li, Jiang Liu |
| 2025 | ACL | Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework. | Kaishuai Xu, Tiezheng Yu, Yi Cheng, Wenjun Hou, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li |
| 2025 | ACL | Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing. | Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li |
| 2025 | EMNLP | RAR²: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval. | Kaishuai Xu, Wenjun Hou, Yi Cheng, Wenjie Li |
| 2025 | ICLR | Integrative Decoding: Improving Factuality via Implicit Self-consistency. | Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong |
| 2024 | ACL | Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment. | Kaishuai Xu, Yi Cheng, Wenjun Hou, Qiaoyu Tan, Wenjie Li |
| 2024 | EMNLP | ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation. | Wenjun Hou, Yi Cheng, Kaishuai Xu, Yan Hu, Wenjie Li, Jiang Liu |
| 2024 | EMNLP | When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. | Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps |
| 2023 | ACL | ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning. | Wenjun Hou, Kaishuai Xu, Yi Cheng, Wenjie Li, Jiang Liu |
| 2023 | ACL | Medical Dialogue Generation via Dual Flow Modeling. | Kaishuai Xu, Wenjun Hou, Yi Cheng, Jian Wang, Wenjie Li |
| 2023 | EMNLP | RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning. | Wenjun Hou, Yi Cheng, Kaishuai Xu, Wenjie Li, Jiang Liu |