Junjie Zhou

According to our database, Junjie Zhou authored at least 21 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CPG: Contrastive Patch-Graph learning for 3D point cloud.

Junjie Zhou, Yingde Song, Chinwai Chiu, Yongping Xiong, Yuxin Luo, Siyang Song

Pattern Recognit., 2026

2025

Task-Aware KV Compression For Cost-Effective Long Video Understanding.

Minghao Qin, Yan Shu, Peitian Zhang, Kun Lun, Huaying Yuan, Junjie Zhou, Shitao Xiao, Bo Zhao, Zheng Liu

CoRR, June, 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, Shitao Xiao, Bo Zhao, Zheng Liu

CoRR, June, 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, Ze Liu, Ziyi Xia, Chaofan Li, Haoge Deng, Jiahao Wang, Kun Luo, Bo Zhang, Defu Lian, Xinlong Wang, Zhongyuan Wang, Tiejun Huang, Zheng Liu

CoRR, June, 2025

VideoDeepResearch: Long Video Understanding With Agentic Tool Using.

Huaying Yuan, Zheng Liu, Junjie Zhou, Hongjin Qian, Ji-Rong Wen, Zhicheng Dou

CoRR, June, 2025

MomentSeeker: A Comprehensive Benchmark and A Strong Baseline For Moment Retrieval Within Long Videos.

Huaying Yuan, Jian Ni, Yueze Wang, Junjie Zhou, Zhengyang Liang, Zheng Liu, Zhao Cao, Zhicheng Dou, Ji-Rong Wen

CoRR, February, 2025

Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval.

Ze Liu, Zhengyang Liang, Junjie Zhou, Zheng Liu, Defu Lian

CoRR, February, 2025

OmniGen: Unified Image Generation.

Shitao Xiao, Yueze Wang, Junjie Zhou, Huaying Yuan, Xingrun Xing, Ruiran Yan, Chaofan Li, Shuting Wang, Tiejun Huang, Zheng Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding.

Yan Shu, Zheng Liu, Peitian Zhang, Minghao Qin, Junjie Zhou, Zhengyang Liang, Tiejun Huang, Bo Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MLVU: Benchmarking Multi-task Long Video Understanding.

Junjie Zhou, Yan Shu, Bo Zhao, Boya Wu, Zhengyang Liang, Shitao Xiao, Minghao Qin, Xi Yang, Yongping Xiong, Bo Zhang, Tiejun Huang, Zheng Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval.

Zheng Liu, Ze Liu, Zhengyang Liang, Junjie Zhou, Shitao Xiao, Chao Gao, Chen Jason Zhang, Defu Lian

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval.

Junjie Zhou, Yongping Xiong, Zheng Liu, Ze Liu, Shitao Xiao, Yueze Wang, Bo Zhao, Chen Jason Zhang, Defu Lian

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

FAT: Field-Aware Transformer for Point Cloud Segmentation With Adaptive Attention Fields.

Junjie Zhou, Baolin Liu, Yongping Xiong, Chinwai Chiu, Fangyu Liu, Xiangyang Gong

IEEE Trans. Ind. Informatics, September, 2024

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding.

Yan Shu, Peitian Zhang, Zheng Liu, Minghao Qin, Junjie Zhou, Tie-Jun Huang, Bo Zhao

CoRR, 2024

OmniGen: Unified Image Generation.

Shitao Xiao, Yueze Wang, Junjie Zhou, Huaying Yuan, Xingrun Xing, Ruiran Yan, Shuting Wang, Tiejun Huang, Zheng Liu

CoRR, 2024

MLVU: A Comprehensive Benchmark for Multi-Task Long Video Understanding.

Junjie Zhou, Yan Shu, Bo Zhao, Boya Wu, Shitao Xiao, Xi Yang, Yongping Xiong, Bo Zhang, Tiejun Huang, Zheng Liu

CoRR, 2024

VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval.

Junjie Zhou, Zheng Liu, Shitao Xiao, Bo Zhao, Yongping Xiong

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution.

Baolin Liu, Zongyuan Yang, Pengfei Wang, Junjie Zhou, Ziqi Liu, Ziyi Song, Yan Liu, Yongping Xiong

CoRR, 2023

SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation.

Junjie Zhou, Yongping Xiong, Chinwai Chiu, Fangyu Liu, Xiangyang Gong

CoRR, 2023

DocDiff: Document Enhancement via Residual Diffusion Models.

Zongyuan Yang, Baolin Liu, Yongping Xiong, Lan Yi, Guibin Wu, Xiaojun Tang, Ziqi Liu, Junjie Zhou, Xing Zhang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Fat: Field-Aware Transformer for 3D Point Cloud Semantic Segmentation.

Junjie Zhou, Yongping Xiong, Chinwai Chiu, Fangyu Liu, Xiangyang Gong

Proceedings of the IEEE International Conference on Image Processing, 2023