Scene Text Detection with Supervised Pyramid Context Network. - Enze Xie; Yuhang Zang; Shuai Shao 005; Gang Yu 002; Cong Yao; Guangyao Li (AAAI, 2019)

Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network. - Wenhai Wang; Enze Xie; Xiaoge Song; Yuhang Zang; Wenjia Wang; Tong Lu; Gang Yu 002; Chunhua Shen (ICCV, 2019)

KPNet: Towards Minimal Face Detector. - Guanglu Song; Yu Liu 015; Yuhang Zang; Xiaogang Wang 001; Biao Leng; Qingsheng Yuan (AAAI, 2020)

1st Place Solutions for OpenImage2019 - Object Detection and Instance Segmentation. - Yu Liu 015; Guanglu Song; Yuhang Zang; Yan Gao 017; Enze Xie; Junjie Yan; Chen Change Loy; Xiaogang Wang 001 (CoRR, 2020)

Seesaw Loss for Long-Tailed Instance Segmentation. - Jiaqi Wang 003; Wenwei Zhang; Yuhang Zang; Yuhang Cao; Jiangmiao Pang; Tao Gong; Kai Chen 026; Ziwei Liu 002; Chen Change Loy; Dahua Lin (CVPR, 2021)

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation. - Yuhang Zang; Chen Huang 001; Chen Change Loy (ICCV, 2021)

Open-Vocabulary DETR with Conditional Matching. - Yuhang Zang; Wei Li 190; Kaiyang Zhou; Chen Huang 001; Chen Change Loy (ECCV (9), 2022)

On-Device Domain Generalization. - Kaiyang Zhou; Yuanhan Zhang; Yuhang Zang; Jingkang Yang; Chen Change Loy; Ziwei Liu 002 (CoRR, 2022)

Unified Vision and Language Prompt Learning. - Yuhang Zang; Wei Li 190; Kaiyang Zhou; Chen Huang 001; Chen Change Loy (CoRR, 2022)

Semi-Supervised and Long-Tailed Object Detection with CascadeMatch. - Yuhang Zang; Kaiyang Zhou; Chen Huang 001; Chen Change Loy (Int. J. Comput. Vis., 2023)

Alpha-CLIP: A CLIP Model Focusing on Wherever you Want. - Zeyi Sun 002; Ye Fang; Tong Wu; Pan Zhang 001; Yuhang Zang; Shu Kong; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (CVPR, 2024)

MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo. - Tianqi Liu 003; Guangcong Wang; Shoukang Hu; Liao Shen; Xinyi Ye; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (ECCV (18), 2024)

Long-CLIP: Unlocking the Long-Text Capability of CLIP. - Beichen Zhang; Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Jiaqi Wang 003 (ECCV (51), 2024)

Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization. - Yuhang Zang; Hanlin Goh; Joshua M. Susskind; Chen Huang 001 (ICLR, 2024)

VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality Models. - Haodong Duan; Junming Yang 001; Yuxuan Qiao; Xinyu Fang; Lin Chen 026; Yuan Liu 025; Xiaoyi Dong; Yuhang Zang; Pan Zhang 001; Jiaqi Wang 003; Dahua Lin; Kai Chen 026 (ACM Multimedia, 2024)

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions. - Lin Chen 016; Xilin Wei; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Lin Bin; Zhenyu Tang 004; Li Yuan 007; Yu Qiao 001; et al. (NeurIPS, 2024)

Are We on the Right Way for Evaluating Large Vision-Language Models? - Lin Chen; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Jiaqi Wang 003; Yu Qiao 001; Dahua Lin; Feng Zhao 004 (NeurIPS, 2024)

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Songyang Zhang; Haodong Duan; Wenwei Zhang; Yining Li; Hang Yan 001; Yang Gao 042; et al. (NeurIPS, 2024)

MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs. - Ziyu Liu; Tao Chu; Yuhang Zang; Xilin Wei; Xiaoyi Dong; Pan Zhang 001; Zijian Liang; Yuanjun Xiong; Yu Qiao 001; Dahua Lin; Jiaqi Wang 003 (NeurIPS, 2024)

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations. - Yubo Ma; Yuhang Zang; Liangyu Chen 005; Meiqi Chen 001; Yizhu Jiao; Xinze Li; Xinyuan Lu; Ziyu Liu; Yan Ma; Xiaoyi Dong; Pan Zhang 001; Liangming Pan; et al. (NeurIPS, 2024)

Streaming Long Video Understanding with Large Language Models. - Rui Qian 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Shuangrui Ding; Dahua Lin; Jiaqi Wang 003 (NeurIPS, 2024)

InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Xilin Wei; Songyang Zhang; Haodong Duan; Maosong Cao; Wenwei Zhang; Yining Li; et al. (CoRR, 2024)

RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition. - Ziyu Liu; Zeyi Sun 002; Yuhang Zang; Wei Li 044; Pan Zhang 001; Xiaoyi Dong; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

Are We on the Right Way for Evaluating Large Vision-Language Models? - Lin Chen 026; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Jiaqi Wang 003; Yu Qiao 001; Dahua Lin; Feng Zhao 004 (CoRR, 2024)

Unified Scene Representation and Reconstruction for 3D Large Language Models. - Tao Chu; Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Qiong Liu; Jiaqi Wang 003 (CoRR, 2024)

Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo. - Tianqi Liu 003; Guangcong Wang; Shoukang Hu; Li Shen 008; Xinyi Ye; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (CoRR, 2024)

Bootstrap3D: Improving 3D Content Creation with Synthetic Data. - Zeyi Sun 002; Tong Wu; Pan Zhang 001; Yuhang Zang; Xiaoyi Dong; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions. - Lin Chen 026; Xilin Wei; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Bin Lin 014; Zhenyu Tang 004; Li Yuan 007; Yu Qiao 001; et al. (CoRR, 2024)

V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results. - Jiaqi Wang 003; Yuhang Zang; Pan Zhang 001; Tao Chu; Yuhang Cao; Zeyi Sun 002; Ziyu Liu; Xiaoyi Dong; Tong Wu; Dahua Lin; Zeming Chen 002; Zhi Wang; et al. (CoRR, 2024)

WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation. - Zihao Huang 001; Shoukang Hu; Guangcong Wang; Tianqi Liu 003; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (CoRR, 2024)

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output. - Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Rui Qian 001; Lin Chen 026; Qipeng Guo; Haodong Duan; Bin Wang 065; Linke Ouyang; Songyang Zhang; Wenwei Zhang; et al. (CoRR, 2024)

BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way. - Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate. - Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Jiaqi Wang 003; Dahua Lin; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree. - Shuangrui Ding; Rui Qian 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Yuwei Guo 002; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction. - Long Xing; Qidong Huang; Xiaoyi Dong; Jiajie Lu; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Conghui He; Jiaqi Wang 003; Feng Wu; Dahua Lin (CoRR, 2024)

X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models. - Zeyi Sun 002; Ziyang Chu; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions. - Pan Zhang 001; Xiaoyi Dong; Yuhang Cao; Yuhang Zang; Rui Qian 001; Xilin Wei; Lin Chen 026; Yifei Li; Junbo Niu; Shuangrui Ding; Qipeng Guo; Haodong Duan; et al. (CoRR, 2024)

Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings. - Yubo Ma; Jinsong Li 001; Yuhang Zang; Xiaobao Wu; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Haodong Duan; Jiaqi Wang 003; Yixin Cao 002; Aixin Sun (ACL (Findings), 2025)

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model. - Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Ziyu Liu; Shengyuan Ding; Shenxi Wu; Yubo Ma; Haodong Duan; Wenwei Zhang; Kai Chen 026; Dahua Lin; et al. (ACL (Findings), 2025)

Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction. - Rui Qian 001; Shuangrui Ding; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CVPR, 2025)

WildAvatar: Learning In-the-wild 3D Avatars from the Web. - Zihao Huang 001; Shoukang Hu; Guangcong Wang; Tianqi Liu 003; Yuhang Zang; Zhiguo Cao 001; Wei Li 190; Ziwei Liu 002 (CVPR, 2025)

ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way. - Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CVPR, 2025)

OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? - Junbo Niu; Yifei Li; Ziyang Miao; Chunjiang Ge; Yuanhang Zhou; Qihao He; Xiaoyi Dong; Haodong Duan; Shuangrui Ding; Rui Qian 001; Pan Zhang 001; Yuhang Zang; et al. (CVPR, 2025)

Conical Visual Concentration for Efficient Large Vision-Language Models. - Long Xing; Qidong Huang; Xiaoyi Dong; Jiajie Lu; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Conghui He; Jiaqi Wang 003; Feng Wu; Dahua Lin (CVPR, 2025)

MotionClone: Training-Free Motion Cloning for Controllable Video Generation. - Pengyang Ling; Jiazi Bu; Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Tong Wu; Huaian Chen; Jiaqi Wang 003; Yi Jin 002 (ICLR, 2025)

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models. - Ziyu Liu; Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Haodong Duan; Conghui He; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (ICLR, 2025)

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning. - Beichen Zhang; Yuhong Liu; Xiaoyi Dong; Yuhang Zang; Pan Zhang 001; Haodong Duan; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

VideoRoPE: What Makes for Good Video Rotary Position Embedding? - Xilin Wei; Xiaoran Liu; Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Jian Tong; Haodong Duan; Qipeng Guo; Jiaqi Wang 003; Xipeng Qiu; Dahua Lin (CoRR, 2025)

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion. - Yujie Zhou; Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Qidong Huang; Jinsong Li 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Anyi Rao; Jiaqi Wang 003; et al. (CoRR, 2025)

SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation. - Zihan Liu; Shuangrui Ding; Zhixiong Zhang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Contextual Object Detection with Multimodal Large Language Models. - Yuhang Zang; Wei Li 190; Jun Han; Kaiyang Zhou; Chen Change Loy (Int. J. Comput. Vis., 2025)

Visual-RFT: Visual Reinforcement Fine-Tuning. - Ziyu Liu; Zeyi Sun 002; Yuhang Zang; Xiaoyi Dong; Yuhang Cao; Haodong Duan; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Unified Reward Model for Multimodal Understanding and Generation. - Yibin Wang; Yuhang Zang; Hao Li; Cheng Jin; Jiaqi Wang 003 (CoRR, 2025)

HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance. - Jiazi Bu; Pengyang Ling; Yujie Zhou; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

MM-IFEngine: Towards Multimodal Instruction Following. - Shengyuan Ding; Shenxi Wu; Xiangyu Zhao; Yuhang Zang; Haodong Duan; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning. - Yibin Wang; Zhimin Li; Yuhang Zang; Chunyu Wang; Qinglin Lu; Cheng Jin; Jiaqi Wang (CoRR, 2025)

Visual Agentic Reinforcement Fine-Tuning. - Ziyu Liu; Yuhang Zang; Yushan Zou; Zijian Liang; Xiaoyi Dong; Yuhang Cao; Haodong Duan; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning. - Jiaer Xia; Yuhang Zang; Peng Gao; Yixuan Li; Kaiyang Zhou (CoRR, 2025)

ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing. - Long Xing; Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Jinsong Li 001; Shuangrui Ding; Weiming Zhang 001; Nenghai Yu; Jiaqi Wang 003; Feng Wu; et al. (CoRR, 2025)

Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation. - Jiaer Xia; Bingkui Tong; Yuhang Zang; Rui Shao; Kaiyang Zhou (CoRR, 2025)

SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction. - Zhixiong Zhang; Shuangrui Ding; Xiaoyi Dong; Songxin He; Jianfan Lin; Junsong Tang; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models. - Jinsong Li 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Jiaqi Wang 003; Dahua Lin (CoRR, 2025)

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience. - Zeyi Sun 002; Ziyu Liu; Yuhang Zang; Yuhang Cao; Xiaoyi Dong; Tong Wu; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)