Publications

A collection of my research work.

Showing 1-8 of 15 filtered publications (total 15)

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

Chenlong Deng, Mengjie Deng, Junjie Wu, Dun Zeng, Teng Wang, Qingsong Xie, Jiadeng Huang, Shengjie Ma, Changwang Zhang, Zhaoxiang Wang, Jun Wang, Yutao Zhu, Zhicheng Dou

ICML 2026
PaperGitHub
LawThinker: A Deep Research Legal Agent in Dynamic Environments

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Xinyu Yang, Chenlong Deng, Tongyu Wen, Binyu Xie, Zhicheng Dou

arXiv
PaperGitHub
UniGist: Towards General and Hardware-Aligned Sequence-Level Long Context Compression

UniGist: Towards General and Hardware-Aligned Sequence-Level Long Context Compression

Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Tianqing Fang, Hongming Zhang, Haitao Mi, Dong Yu, Zhicheng Dou

NeurIPS 2025
Paper
PoU: Proof-of-Use to Counter Tool-Call Hacking in DeepResearch Agents

PoU: Proof-of-Use to Counter Tool-Call Hacking in DeepResearch Agents

Shengjie Ma, Chenlong Deng, Jiaxin Mao, Jiadeng Huang, Teng Wang, Junjie Wu, Changwang Zhang

arXiv
Paper
GLARE: Agentic Reasoning for Legal Judgment Prediction

GLARE: Agentic Reasoning for Legal Judgment Prediction

Xinyu Yang, Chenlong Deng, Zhicheng Dou

arXiv
PaperGitHub
Attention Entropy Is a Key Factor: An Analysis of Parallel Context Encoding with Full-Attention-Based Pre-Trained Language Models

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

ACL 2025
Paper
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-Based Context Compression

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

ACL 2025
Paper
Incomes: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing

Incomes: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing

Shuaiyi Li, Zhisong Zhang, Yang Deng, Chenlong Deng, Tianqing Fang, Hongming Zhang, Haitao Mi, Dong Yu, Wai Lam

arXiv
PaperGitHub
Page 1 / 2