| 2026 | ACL | Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text. | Zhihao Xu, Rumei Li, Jiahuan Li, Rongxiang Weng, Jingang Wang, Xunliang Cai, Xiting Wang |
| 2025 | AAAI | SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models. | Muxi Diao, Rumei Li, Shiyang Liu, Guogang Liao, Jingang Wang, Xunliang Cai, Weiran Xu |
| 2025 | ACL | Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching. | Jianfei Zhang, Bei Li, Jun Bai, Rumei Li, Yanmeng Wang, Chenghua Lin, Wenge Rong |
| 2025 | COLING | Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment. | Jianfei Zhang, Jun Bai, Bei Li, Yanmeng Wang, Rumei Li, Chenghua Lin, Wenge Rong |
| 2023 | CIKM | Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA. | Guanting Dong, Rumei Li, Sirui Wang, Yupeng Zhang, Yunsen Xian, Weiran Xu |
| 2023 | DSAA | TOCOL: Improving Contextual Representation of Pre-trained Language Models via Token-Level Contrastive Learning. | Keheng Wang, Chuantao Yin, Rumei Li, Sirui Wang, Yunsen Xian, Wenge Rong, Zhang Xiong |
| 2022 | EMNLP | Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion. | Jian Song, Di Liang, Rumei Li, Yuntao Li, Sirui Wang, Minlong Peng, Wei Wu, Yongxin Yu |
| 2021 | ACL | ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. | Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu |
| 2021 | EMNLP | Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models. | Yuanmeng Yan, Rumei Li, Sirui Wang, Hongzhi Zhang, Daoguang Zan, Fuzheng Zhang, Wei Wu, Weiran Xu |