Fat: Field-Aware Transformer for 3D Point Cloud Semantic Segmentation. - Junjie Zhou 001; Yongping Xiong; Chinwai Chiu; Fangyu Liu; Xiangyang Gong (ICIP, 2023)

DocDiff: Document Enhancement via Residual Diffusion Models. - Zongyuan Yang; Baolin Liu 002; Yongping Xiong; Lan Yi; Guibin Wu; Xiaojun Tang; Ziqi Liu; Junjie Zhou 001; Xing Zhang (ACM Multimedia, 2023)

SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation. - Junjie Zhou 001; Yongping Xiong; Chinwai Chiu; Fangyu Liu; Xiangyang Gong (CoRR, 2023)

TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution. - Baolin Liu 002; Zongyuan Yang; Pengfei Wang; Junjie Zhou 001; Ziqi Liu; Ziyi Song; Yan Liu; Yongping Xiong (CoRR, 2023)

VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval. - Junjie Zhou 001; Zheng Liu 011; Shitao Xiao; Bo Zhao 015; Yongping Xiong (ACL (1), 2024)

MLVU: A Comprehensive Benchmark for Multi-Task Long Video Understanding. - Junjie Zhou 001; Yan Shu; Bo Zhao 015; Boya Wu; Shitao Xiao; Xi Yang; Yongping Xiong; Bo Zhang; Tiejun Huang 001; Zheng Liu 011 (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)

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding. - Yan Shu; Peitian Zhang; Zheng Liu 011; Minghao Qin; Junjie Zhou 001; Tie-Jun Huang 001; Bo Zhao 015 (CoRR, 2024)

FAT: Field-Aware Transformer for Point Cloud Segmentation With Adaptive Attention Fields. - Junjie Zhou 001; Baolin Liu 002; Yongping Xiong; Chinwai Chiu; Fangyu Liu; Xiangyang Gong (IEEE Trans. Ind. Informatics, 2024)

MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval. - Junjie Zhou 001; Yongping Xiong; Zheng Liu 011; Ze Liu; Shitao Xiao; Yueze Wang; Bo Zhao 015; Chen Jason Zhang; Defu Lian (ACL (1), 2025)

Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval. - Zheng Liu 011; Ze Liu; Zhengyang Liang; Junjie Zhou 001; Shitao Xiao; Chao Gao; Chen Jason Zhang; Defu Lian (ACL (1), 2025)

MLVU: Benchmarking Multi-task Long Video Understanding. - Junjie Zhou 001; Yan Shu; Bo Zhao 015; Boya Wu; Zhengyang Liang; Shitao Xiao; Minghao Qin; Xi Yang; Yongping Xiong; Bo Zhang; Tiejun Huang 001; Zheng Liu 011 (CVPR, 2025)

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding. - Yan Shu; Zheng Liu 011; Peitian Zhang; Minghao Qin; Junjie Zhou 001; Zhengyang Liang; Tiejun Huang 001; Bo Zhao 015 (CVPR, 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)

Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval. - Ze Liu; Zhengyang Liang; Junjie Zhou 001; Zheng Liu 011; Defu Lian (CoRR, 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)

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)

OmniGen2: Exploration to Advanced Multimodal Generation. - Chenyuan Wu; Pengfei Zheng; Ruiran Yan; Shitao Xiao; Xin Luo; Yueze Wang; Wanli Li; Xiyan Jiang; Yexin Liu; Junjie Zhou 001; Ze Liu; Ziyi Xia; et al. (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)

CPG: Contrastive Patch-Graph learning for 3D point cloud. - Junjie Zhou 001; Yingde Song; Chinwai Chiu; Yongping Xiong; Yuxin Luo; Siyang Song (Pattern Recognit., 2026)