Yunhang Shen沈云航

2026

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  Youtu-Parsing-Omni: One Encoder, One Schema, Every Modality

  Yunhang Shen, Zhangquan Chen, Xiaotian Li, Zhongpeng Cai, Qing Zhou, Zekai Zhang, Kun Zhang, Zezhong Wu, Jian Hu, Haihan Gao, Heting Gao, Xin Li, Yinsong Liu, Deqian Jiang, Di Yin, Haoyu Cao, Xing Sun, et al.

  arXivarXiv preprint, 2026

  Code Model
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  Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

  Chaoyou Fu, Haozhi Yuan, Yuhao Dong, Yi-Fan Zhang, Yunhang Shen, Xiaoxing Hu, Xueying Li, Jinsen Su, Chengwu Long, Xiaoyao Xie, Yongkang Xie, Xiawu Zheng, Xue Yang, Haoyu Cao, Yunsheng Wu, Ziwei Liu, Xing Sun, Caifeng Shan, Ran He

  arXivarXiv preprint arXiv:2604.05015, 2026

  Code Project
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  Youtu-VL: Unleashing Visual Potential via Unified Vision-Language Supervision

  Zhixiang Wei, Yi Li, Zhehan Kan, Xinghua Jiang, Zuwei Long, Shifeng Liu, Hongze Shen, Wei Liu, Xiaoyu Tan, Haojia Lin, Yubo Zhu, Qianyu Li, Di Yin, Haoyu Cao, Weibo Gu, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Yunsheng Wu, Mingkong Tang, Shuangyin Liu, Lexiang Tang, Haodong Lin, Junru Lu, Jiarui Qin, Lingfeng Qiao, Ruizhi Qiao, Bo Ke, Jianfeng He, Ke Li, Yangning Li, Yunhang Shen, Mengdan Zhang, Peixian Chen, Kun Yin, Bing Liu, Yunfei Wu, Huang Chen, Zhongpeng Cai, Xiaotian Li

  arXivarXiv preprint arXiv:2601.19798, 2026

  Code Model

2025

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  Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy

  Yunhang Shen, Chaoyou Fu, Shaoqi Dong, Xiong Wang, Yi-Fan Zhang, Peixian Chen, Mengdan Zhang, Haoyu Cao, Ke Li, Xiawu Zheng, Yan Zhang, Yiyi Zhou, Ran He, Caifeng Shan, Rongrong Ji, Xing Sun

  arXivarXiv preprint arXiv:2502.05177, 2025

  Code
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  VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model

  Zuwei Long, Yunhang Shen (co-first author), Chaoyou Fu, Heting Gao, Lijiang Li, Peixian Chen, Mengdan Zhang, Hang Shao, Jian Li, Jinlong Peng, Haoyu Cao, Ke Li, Rongrong Ji, Xing Sun

  NeurIPSAdvances in Neural Information Processing Systems (NeurIPS), 2025

  Code
• 
  VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

  Chaoyou Fu, Haojia Lin, Xiong Wang, Yi-Fan Zhang, Yunhang Shen, Xiaoyu Liu, Haoyu Cao, Zuwei Long, Heting Gao, Ke Li, Long Ma, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He

  NeurIPSAdvances in Neural Information Processing Systems (NeurIPS), 2025 (Spotlight)

  Code
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  MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

  Chaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li, Xing Sun, Yunsheng Wu, Rongrong Ji, Caifeng Shan, Ran He

  NeurIPSAdvances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2025 (Spotlight)

  Code
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  Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

  Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun

  CVPRIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

  Code Project

2024

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  Aligning and Prompting Everything All at Once for Universal Visual Perception

  Yunhang Shen, Chaoyou Fu, Peixian Chen, Mengdan Zhang, Ke Li, Xing Sun, Yunsheng Wu, Shaohui Lin, Rongrong Ji

  CVPRIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

  Code
• 
  VITA: Towards Open-Source Interactive Omni Multimodal LLM

  Chaoyou Fu, Haojia Lin, Zuwei Long, Yunhang Shen, Yuhang Dai, Meng Zhao, Yi-Fan Zhang, Shaoqi Dong, Yangze Li, Xiong Wang, Haoyu Cao, Di Yin, Long Ma, Xiawu Zheng, Rongrong Ji, Yunsheng Wu, Ran He, Caifeng Shan, Xing Sun

  arXivarXiv preprint arXiv:2408.05211, 2024

  Code Project
• 
  Weakly Supervised Open-Vocabulary Object Detection

  Jianghang Lin, Yunhang Shen, Bingquan Wang, Shaohui Lin, Ke Li, Liujuan Cao

  AAAIAAAI Conference on Artificial Intelligence (AAAI), 2024

  Code

2023

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  FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning

  Yulei Qin, Xingyu Chen, Chao Chen, Yunhang Shen, Bo Ren, Yun Gu, Jie Yang, Chunhua Shen

  AAAIAAAI Conference on Artificial Intelligence (AAAI), 2023

  Code

2022

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  SeqTR: A Simple yet Universal Network for Visual Grounding

  Chaoyang Zhu, Yiyi Zhou, Yunhang Shen, Gen Luo, Xingjia Pan, Mingbao Lin, Chao Chen, Liujuan Cao*, Xiaoshuai Sun, Rongrong Ji

  ECCVEuropean Conference on Computer Vision (ECCV), 2022

  Code

2021

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  Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation

  Yunhang Shen, Liujuan Cao*, Zhiwei Chen, Baochang Zhang, Chi Su, Yongjian Wu, Feiyue Huang, Rongrong Ji

  ICCVIEEE/CVF International Conference on Computer Vision (ICCV), 2021

  Code
• 
  Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation

  Yunhang Shen, Liujuan Cao*, Zhiwei Chen, Feihong Lian, Baochang Zhang, Chi Su, Yongjian Wu, Feiyue Huang, Rongrong Ji

  CVPRIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021

  Code
• 
  E²Net: Excitative-Expansile Learning for Weakly Supervised Object Localization

  Zhiwei Chen, Liujuan Cao*, Yunhang Shen, Feihong Lian, Yongjian Wu, Rongrong Ji

  ACM MMACM International Conference on Multimedia (ACMMM), 2021

  Code

2020

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  UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object Detection

  Yunhang Shen, Rongrong Ji*, Zhiwei Chen, Yongjian Wu, Feiyue Huang

  NeurIPSConference on Neural Information Processing Systems (NeurIPS), 2020

  Code
• 
  Enabling Deep Residual Networks for Weakly Supervised Object Detection

  Yunhang Shen, Rongrong Ji*, Yan Wang, Zhiwei Chen, Feng Zheng, Feiyue Huang, Yunsheng Wu

  ECCVEuropean Conference on Computer Vision (ECCV), 2020

  Supplementary Caffe2 Code PyTorch Code
• 
  Noise-Aware Fully Webly Supervised Object Detection

  Yunhang Shen, Rongrong Ji*, Zhiwei Chen, Xiaopeng Hong, Feng Zheng, Jianzhuang Liu, Mingliang Xu, Qi Tian

  CVPRIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020

  Code

2019

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  Category-Aware Spatial Constraint for Weakly Supervised Detection

  Yunhang Shen, Rongrong Ji*, Kuiyuan Yang, Cheng Deng, Changhu Wang

  TIPIEEE Transactions on Image Processing (TIP), 2019

  Code
• 
  A Part Power Set Model for Scale-Free Person Retrieval

  Yunhang Shen, Rongrong Ji*, Xiaopeng Hong, Feng Zheng, Xiaowei Guo, Yongjian Wu, Feiyue Huang

  IJCAIInternational Joint Conference on Artificial Intelligence (IJCAI), 2019

  Code
• 
  Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation

  Yunhang Shen, Rongrong Ji*, Yan Wang, Yongjian Wu, Liujuan Cao

  CVPRIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019

  Code

2018

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  Generative Adversarial Learning towards Fast Weakly Supervised Detection

  Yunhang Shen, Rongrong Ji*, Shengchuan Zhang, Wangmeng Zuo, and Yan Wang

  CVPRIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2018

  Code
• 
  Weakly Supervised Object Detection via Object-Specific Pixel Gradient

  Yunhang Shen, Rongrong Ji*, Changhu Wang, Xi Li, and Xuelong Li

  TNNLSIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018

  Code

Before 2017

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  Hacking Chinese Touclick CAPTCHA by Multi-Scale Corner Structure Model with Fast Pattern Matching

  Yunhang Shen, Rongrong Ji*, Donglin Cao, Min Wang

  ACM MMACM International Conference on Multimedia (ACM MM), 2014

  Code
• 
  The Distributed System for Inverted Multi-index Visual Retrieval

  Xianming Lin, Yunhang Shen, Ling Cai, Rongrong Ji*

  Neurocomp.Neurocomputing, 2016
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  Robotic Free Writing of Chinese Characters via Human–Robot Interactions

  Fei Chao, Fuhai Chen, Yunhang Shen, Wenli He, Yan Sun, Zhengshuai Wang, Changle Zhou and Min Jiang

  IJHRInternational Journal of Humanoid Robotics, 2014

Honors and Awards

• National Scholarship2019
• National Scholarship2016
• National Scholarship2015
• 1st Prize and new records, Music Information Retrieval Evaluation eXchange (MIREX)2015
• National Endeavor Scholarship2013
• 1st Prize, National Intelligent Design Competition2013
• National Endeavor Scholarship2011