POLYU at TREC 2020 Conversational Assistant Track: Query Reformulation with Heuristic Topic Phrases Discovery. - Kaishuai Xu; Wenjie Li; Yongli Li (TREC, 2020)

ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning. - Wenjun Hou; Kaishuai Xu; Yi Cheng; Wenjie Li; Jiang Liu (ACL (1), 2023)

Medical Dialogue Generation via Dual Flow Modeling. - Kaishuai Xu; Wenjun Hou; Yi Cheng; Jian Wang 054; Wenjie Li 002 (ACL (Findings), 2023)

RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning. - Wenjun Hou; Yi Cheng; Kaishuai Xu; Wenjie Li; Jiang Liu (EMNLP (Findings), 2023)

Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment. - Kaishuai Xu; Yi Cheng; Wenjun Hou; Qiaoyu Tan; Wenjie Li (ACL (Findings), 2024)

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 (EMNLP (Findings), 2024)

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 (EMNLP, 2024)

Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis. - Kaishuai Xu; Wenjun Hou; Yi Cheng; Jian Wang 054; Wenjie Li 002 (CoRR, 2024)

ICON: Improving Inter-Report Consistency of Radiology Report Generation via Lesion-aware Mix-up Augmentation. - Wenjun Hou; Yi Cheng; Kaishuai Xu; Yan Hu; Wenjie Li; Jiang Liu (CoRR, 2024)

No Two Devils Alike: Unveiling Distinct Mechanisms of Fine-tuning Attacks. - Chak Tou Leong; Yi Cheng; Kaishuai Xu; Jian Wang 054; Hanlin Wang; Wenjie Li 002 (CoRR, 2024)

Evolving to be Your Soulmate: Personalized Dialogue Agents with Dynamically Adapted Personas. - Yi Cheng; Wenge Liu; Kaishuai Xu; Wenjun Hou; Yi Ouyang; Chak Tou Leong; Xian Wu 001; Yefeng Zheng 001 (CoRR, 2024)

Large Language Models for Disease Diagnosis: A Scoping Review. - Shuang Zhou 012; Zidu Xu; Mian Zhang; Chunpu Xu; Yawen Guo; Zaifu Zhan; Sirui Ding; Jiashuo Wang; Kaishuai Xu; Yi Fang; Liqiao Xia; Jeremy Yeung; et al. (CoRR, 2024)

Integrative Decoding: Improve Factuality via Implicit Self-consistency. - Yi Cheng; Xiao Liang; Yeyun Gong; Wen Xiao; Song Wang; Yuji Zhang 002; Wenjun Hou; Kaishuai Xu; Wenge Liu; Wenjie Li 002; Jian Jiao 007; Qi Chen 009; et al. (CoRR, 2024)

Subtle Errors Matter: Preference Learning via Error-injected Self-editing. - Kaishuai Xu; Tiezheng Yu; Wenjun Hou; Yi Cheng; Chak Tou Leong; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (CoRR, 2024)

Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry. - Wenjun Hou; Yi Cheng; Kaishuai Xu; Yan Hu; Wenjie Li; Jiang Liu (CoRR, 2024)

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection. - Wenjun Hou; Yi Cheng; Kaishuai Xu; Heng Li 010; Yan Hu; Wenjie Li; Jiang Liu 001 (ACL (1), 2025)

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework. - Kaishuai Xu; Tiezheng Yu; Yi Cheng; Wenjun Hou; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (ACL (Findings), 2025)

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 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (ACL (1), 2025)

Integrative Decoding: Improving Factuality via Implicit Self-consistency. - Yi Cheng; Xiao Liang; Yeyun Gong; Wen Xiao; Song Wang; Yuji Zhang 002; Wenjun Hou; Kaishuai Xu; Wenge Liu; Wenjie Li 002; Jian Jiao 007; Qi Chen 009; et al. (ICLR, 2025)

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection. - Wenjun Hou; Yi Cheng; Kaishuai Xu; Heng Li; Yan Hu; Wenjie Li; Jiang Liu (CoRR, 2025)

LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling. - Yang Xiao; Jiashuo Wang; Ruifeng Yuan; Chunpu Xu; Kaishuai Xu; Wenjie Li 002; Pengfei Liu 003 (CoRR, 2025)