Socialformer: Social Network Inspired Long Document Modeling for Document Ranking. - Yujia Zhou 002; Zhicheng Dou; Huaying Yuan; Zhengyi Ma (WWW, 2022)

VILE: Block-Aware Visual Enhanced Document Retrieval. - Huaying Yuan; Zhicheng Dou; Yujia Zhou 002; Yu Guo; Ji-Rong Wen (CIKM, 2023)

Large Language Models for Information Retrieval: A Survey. - Yutao Zhu 001; Huaying Yuan; Shuting Wang 002; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Zhicheng Dou; Ji-Rong Wen (CoRR, 2023)

AutoDirector: Online Auto-scheduling Agents for Multi-sensory Composition. - Minheng Ni; Chenfei Wu; Huaying Yuan; Zhengyuan Yang; Ming Gong 001; Lijuan Wang; Zicheng Liu 001; Wangmeng Zuo; Nan Duan (CoRR, 2024)

OmniGen: Unified Image Generation. - Shitao Xiao; Yueze Wang; Junjie Zhou 001; Huaying Yuan; Xingrun Xing; Ruiran Yan; Shuting Wang 002; Tiejun Huang 003; Zheng Liu 011 (CoRR, 2024)

FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation. - Huaying Yuan; Ziliang Zhao; Shuting Wang 002; Shitao Xiao; Minheng Ni; Zheng Liu 011; Zhicheng Dou (COLING, 2025)

OmniGen: Unified Image Generation. - Shitao Xiao; Yueze Wang; Junjie Zhou 001; Huaying Yuan; Xingrun Xing; Ruiran Yan; Chaofan Li; Shuting Wang 002; Tiejun Huang 003; Zheng Liu 011 (CVPR, 2025)

MomentSeeker: A Comprehensive Benchmark and A Strong Baseline For Moment Retrieval Within Long Videos. - Huaying Yuan; Jian Ni; Yueze Wang; Junjie Zhou 001; Zhengyang Liang; Zheng Liu 011; Zhao Cao; Zhicheng Dou; Ji-Rong Wen (CoRR, 2025)

Memory-enhanced Retrieval Augmentation for Long Video Understanding. - Huaying Yuan; Zheng Liu 011; Minhao Qin; Hongjin Qian; Y. Shu; Zhicheng Dou; Ji-Rong Wen (CoRR, 2025)

VideoDeepResearch: Long Video Understanding With Agentic Tool Using. - Huaying Yuan; Zheng Liu 011; Junjie Zhou 001; Hongjin Qian; Ji-Rong Wen; Zhicheng Dou (CoRR, 2025)

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification. - Minghao Qin; Xiangrui Liu; Zhengyang Liang; Yan Shu; Huaying Yuan; Junjie Zhou 001; Shitao Xiao; Bo Zhao 015; Zheng Liu 011 (CoRR, 2025)

Task-Aware KV Compression For Cost-Effective Long Video Understanding. - Minghao Qin; Yan Shu; Peitian Zhang; Kun Lun; Huaying Yuan; Junjie Zhou 001; Shitao Xiao; Bo Zhao 015; Zheng Liu 011 (CoRR, 2025)