| 2026 | AAAI | EASE: Practical and Efficient Safety Alignment for Small Language Models. | Haonan Shi, Guoli Wang, Tu Ouyang, An Wang |
| 2025 | ACL | Removing Prompt-template Bias in Reinforcement Learning from Human Feedback. | Chaojie Wang, Haonan Shi, Long Tian, Bo An, Shuicheng Yan |
| 2025 | ICASSP | Foreground-aware Prototypical Network for Prohibited Item Detection from X-ray Scans. | Xu Yang, Yufei Li, Long Tian, Haonan Shi, Ting Lan, Xiyang Liu |
| 2025 | ICLR | LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation. | Fangxun Shu, Yue Liao, Lei Zhang, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chan, Tao Zhong, Zhelun Yu, Wanggui He, Siming Fu, Haoyuan Li, Si Liu, Hongsheng Li, Hao Jiang |
| 2025 | WWW | Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models. | Haonan Shi, Tu Ouyang, An Wang |
| 2025 | WWW | A Spatial-temporal Deep Probabilistic Diffusion Model for Reliable Hail Nowcasting with Radar Echo Extrapolation. | Haonan Shi, Long Tian, Jie Tao, Yufei Li, Liming Wang, Xiyang Liu |
| 2023 | TrustCom | ChainPass: A Privacy-preserving Complete Cross-chain Authentication for Consortium Blockchains. | Yuwei Xu, Ying Zhang, Haonan Shi, Jie Cao |
| 2022 | CVPR | Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross- Modal Denoising Networks. | Wenwen Pan, Haonan Shi, Zhou Zhao, Jieming Zhu, Xiuqiang He, Zhigeng Pan, Lianli Gao, Jun Yu, Fei Wu, Qi Tian |
| 2022 | ICASSP | Coarse-To-Fine Unsupervised Change Detection for Remote Sensing Images Via Object-Based MRF and Inception UNET. | Xuan Hou, Yunpeng Bai, Haonan Shi, Ying Li |