| 2026 | ACL | Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | ACL | Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2024 | EMNLP | KnowTuning: Knowledge-aware Fine-tuning for Large Language Models. | Yougang Lyu, Lingyong Yan, Shuaiqiang Wang, Haibo Shi, Dawei Yin, Pengjie Ren, Zhumin Chen, Maarten de Rijke, Zhaochun Ren |
| 2024 | EMNLP | Learning to Use Tools via Cooperative and Interactive Agents. | Zhengliang Shi, Shen Gao, Xiuyi Chen, Yue Feng, Lingyong Yan, Haibo Shi, Dawei Yin, Pengjie Ren, Suzan Verberne, Zhaochun Ren |
| 2024 | EMNLP | GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation. | Wenjie Zhou, Zhenxin Ding, Xiaodong Zhang, Haibo Shi, Junfeng Wang, Dawei Yin |
| 2024 | EMNLP | ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator. | Junda Zhu, Lingyong Yan, Haibo Shi, Dawei Yin, Lei Sha |
| 2021 | ICTAI | Expert-guided Policy Optimization by Latent Space Planning with Attention. | ShiQing Gao, Fufei Yao, Yaoru Sun, Haibo Shi |
| 2021 | ICTAI | Self-Augmentation with Dual-Cycle Constraint for Unsupervised Image-to-Image Generation. | Gang Wang, Haibo Shi, Yufei Chen |
| 2015 | BMVC | Manifold Regularized Transfer Distance Metric Learning. | Haibo Shi, Yong Luo, Chao Xu, Yonggang Wen |
| 2011 | ISNN | Robustness of Gamma-Oscillation in Networks of Excitatory and Inhibitory Neurons with Conductance-Based Synapse. | Haibo Shi, Zhijie Wang, Jinli Xie, Chongbin Guo |
| 2011 | ISNN | Dependence of Correlated Firing on Strength of Inhibitory Feedback. | Jinli Xie, Zhijie Wang, Haibo Shi |
| 2010 | ICNC | Robust non-monotonic relationship between output correlation and strength of inhibitory feedback. | Jinli Xie, Zhijie Wang, Haibo Shi |
| 2007 | KSEM | On-Line Monitoring and Diagnosis of Failures Using Control Charts and Fault Tree Analysis (FTA) Based on Digital Production Model. | Hui Peng, Wenli Shang, Haibo Shi, Wei Peng |