| 2026 | AAAI | DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model. | Wenjie Liao, Xiaohui Song, Haonan Lu |
| 2025 | COLING | BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation. | Minchong Li, Feng Zhou, Xiaohui Song |
| 2025 | EMNLP | Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA. | Qingyun Jin, Xiaohui Song, Feng Zhou, Zengchang Qin |
| 2025 | ICML | HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation. | Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi |
| 2024 | ECAI | JOSAL: Joint Learning Framework for Open-Set Active Learning. | Jun Xie, Xiaohui Song, Yangjie Cao, Zhi Liu, Weiping Wang, Hongli Xu |
| 2023 | DASFAA | Improving Event Representation with Supervision from Available Semantic Resources. | Shuchong Wei, Liangjun Zang, Xiaobin Zhang, Xiaohui Song, Songlin Hu |
| 2022 | EMNLP | Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation. | Xiaohui Song, Longtao Huang, Hui Xue, Songlin Hu |
| 2022 | ICASSP | Emotionflow: Capture the Dialogue Level Emotion Transitions. | Xiaohui Song, Liangjun Zang, Rong Zhang, Songlin Hu, Longtao Huang |
| 2022 | ICCE | Using Group Awareness Tools to Enhance Students' Behavioral and Cognitive Engagement with Peer Feedback in Online Collaborative Essay Writing. | Jing Ren, You Su, Xiaohui Song, Haizhen Guo |
| 2022 | ICCE | Effects of Group Awareness Tools on Student Engagement and Enjoyment in Online Collaborative Writing. | Xiaohui Song, You Su, Jing Ren, Rushi Gong |
| 2021 | ICCS | Data Augmentation for Copy-Mechanism in Dialogue State Tracking. | Xiaohui Song, Liangjun Zang, Songlin Hu |
| 2019 | ICPADS | Bridging Server and Cooling: Toward Effective Energy Management in Data Centers. | Biyu Zhou, Xiaohui Song, Xiang Shi, Yijun Lu, Songlin Hu |
| 2017 | CISIS | Research and Construction of the Full-Service IP High-Speed Intelligent Bearer Network for the Digital Oil Field. | Xian Zhang, Yumin Feng, Xiaohui Song |
| 1990 | COMPSAC | Performance of multiversion concurrency control algorithms in maintaining temporal consistency. | Xiaohui Song, Jane W.-S. Liu |