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2020 – today
- 2025
[c8]Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou:
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. ACL (1) 2025: 4861-4879- [c7]Moxin Li, Yong Zhao, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua, Yang Deng:
Knowledge Boundary of Large Language Models: A Survey. ACL (1) 2025: 5131-5157 - [c6]Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu:
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. ACL (1) 2025: 9840-9855 - [i9]Shuaiyi Li, Zhisong Zhang, Yang Deng, Chenlong Deng, Tianqing Fang, Hongming Zhang, Haitao Mi, Dong Yu, Wai Lam:
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing. CoRR abs/2505.22156 (2025) - [i8]Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Tianqing Fang, Hongming Zhang, Haitao Mi, Dong Yu, Zhicheng Dou:
UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression. CoRR abs/2509.15763 (2025) - 2024
- [j1]Shuaiyi Li
, Mengjie Wei, Shaoyuan Li, Xiang Yin:
Temporal Logic Task Planning for Autonomous Systems With Active Acquisition of Information. IEEE Trans. Intell. Veh. 9(1): 1436-1449 (2024) - [c5]Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong:
WatME: Towards Lossless Watermarking Through Lexical Redundancy. ACL (1) 2024: 9166-9180 - [c4]Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam:
Consecutive Batch Model Editing with HooK Layers. EMNLP 2024: 13817-13833 - [i7]Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam:
Consecutive Model Editing with Batch alongside HooK Layers. CoRR abs/2403.05330 (2024) - [i6]Deng Cai, Huayang Li, Tingchen Fu, Siheng Li, Weiwen Xu, Shuaiyi Li, Bowen Cao, Zhisong Zhang, Xinting Huang, Leyang Cui, Yan Wang, Lemao Liu, Taro Watanabe, Shuming Shi:
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt. CoRR abs/2406.16377 (2024) - [i5]Moxin Li, Yong Zhao, Yang Deng, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua:
Knowledge Boundary of Large Language Models: A Survey. CoRR abs/2412.12472 (2024) - [i4]Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu:
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. CoRR abs/2412.16545 (2024) - [i3]Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou:
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. CoRR abs/2412.17483 (2024) - 2023
- [c3]Shuaiyi Li, Yang Deng, Wai Lam:
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. EMNLP (Findings) 2023: 6459-6471 - [c2]Yang Deng, Shuaiyi Li, Wai Lam:
Learning to Ask Clarification Questions with Spatial Reasoning. SIGIR 2023: 2113-2117 - [i2]Shuaiyi Li, Yang Deng, Wai Lam:
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. CoRR abs/2310.12557 (2023) - [i1]Liang Chen, Yatao Bian, Yang Deng, Shuaiyi Li, Bingzhe Wu, Peilin Zhao, Kam-Fai Wong:
X-Mark: Towards Lossless Watermarking Through Lexical Redundancy. CoRR abs/2311.09832 (2023) - 2021
- [c1]Fan He, Sizhe Chen, Shuaiyi Li, Lu Zhou, Haiqin Zhang, Haixia Peng, Xiaolin Huang:
Colonoscopic Image Synthesis For Polyp Detector Enhancement Via Gan And Adversarial Training. ISBI 2021: 1887-1891
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