| 2025 | ACL | A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. | Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou |
| 2025 | ACL | Knowledge Boundary of Large Language Models: A Survey. | Moxin Li, Yong Zhao, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua, Yang Deng |
| 2025 | ACL | Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. | Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu |
| 2024 | ACL | WatME: Towards Lossless Watermarking Through Lexical Redundancy. | Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong |
| 2024 | EMNLP | Consecutive Batch Model Editing with HooK Layers. | Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam |
| 2023 | EMNLP | DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. | Shuaiyi Li, Yang Deng, Wai Lam |
| 2023 | SIGIR | Learning to Ask Clarification Questions with Spatial Reasoning. | Yang Deng, Shuaiyi Li, Wai Lam |