| 2026 | AAAI | CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning. | Yanshu Li, Jianjiang Yang, Zhennan Shen, Ligong Han, Haoyan Xu, Ruixiang Tang |
| 2026 | AAAI | Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning. | Yanshu Li, Jianjiang Yang, Ziteng Yang, Bozheng Li, Ligong Han, Hongyang He, Zhengtao Yao, Yingjie Victor Chen, Songlin Fei, Dongfang Liu, Ruixiang Tang |
| 2026 | ACL | MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection. | Weihai Lu, Zhejun Zhao, Yanshu Li, Huan He |
| 2026 | ACL | Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation. | Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu |
| 2026 | WACV | Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection. | Xi Xiao, Zhuxuanzi Wang, Mingqiao Mo, Chen Liu, Chenrui Ma, Yanshu Li, Smita Krishnaswamy, Xiao Wang, Tianyang Wang |
| 2026 | WACV | RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding. | Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang |
| 2025 | CSCWD | A Jailbreak Prompt Detector Based on Selective Perturbation and Contrastive Learning. | Yanshu Li, Yan Wang, Haitian Yang, Wen Liu, Ning Li |
| 2025 | EMNLP | TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration. | Yanshu Li, Jianjiang Yang, Tian Yun, Pinyuan Feng, Jinfa Huang, Ruixiang Tang |
| 2025 | EMNLP | M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis. | ChengYan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Yun Xue, Barbara Plank |
| 2025 | EMNLP | ReLoop: "Seeing Twice and Thinking Backwards" via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding. | Jianjiang Yang, Yanshu Li, Ziyan Huang |
| 2023 | ICONIP | ASGNet: Adaptive Semantic Gate Networks for Log-Based Anomaly Diagnosis. | Haitian Yang, Degang Sun, Wen Liu, Yanshu Li, Yan Wang, Weiqing Huang |
| 2021 | IPEC | Study on Total Factor Productivity and Absolute β Convergence of High-tech Industries in China. | Yaodong Bao, Yanshu Li, Junsheng Chen |