Yuqian Yuan 袁瑜谦 PhD Student Zhejiang University Email: yuanyuqian@zju.edu.cn

About me

I am currently a PhD student in Zhejiang University, advised by Prof. Wenqiao Zhang. My recent research interests are multimodal large language models, image&video understanding and reasoning. Before, I mainly focus on the field of the techniques for object detection, image segmentaion under minimal human supervision, including label-efficient /weakly-supervised /un-supervised approaches.

News

• [2025.2]: Two papers are accepted by CVPR 2025.

Publications&Preprints

VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM 🔥

Yuqian Yuan, Hang Zhang, Wentong Li, Zesen Cheng, Boqiang Zhang, Long Li, Xin Li, Deli Zhao, Wenqiao Zhang, Yueting Zhuang, Jianke Zhu, Lidong Bing

CVPR, 2025

[paper] [code] [project page]

ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark 🔥

Ronghao Dang*, Yuqian Yuan*, Wenqi Zhang*, Yifei Xin, Boqiang Zhang, Long Li, Liuyi Wang, Qinyang Zeng, Xin Li, Lidong Bing

CVPR, 2025

[paper] [code] [project page]

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding 🔥

Boqiang Zhang*, Kehan Li*, Zesen Cheng*, Zhiqiang Hu*, Yuqian Yuan*, Guanzheng Chen*, Sicong Leng*, Yuming Jiang*, Hang Zhang*, Xin Li*, Peng Jin, Wenqi Zhang, Fan Wang, Lidong Bing, Deli Zhao

Arxiv, 2025

[paper] [code]

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation 🔥

Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi

Arxiv, 2025

[paper] [code]

TokenPacker: Efficient Visual Projector for Multimodal LLM

Wentong Li*, Yuqian Yuan*, Jian Liu, Dongqi Tang, Song Wang, Jianke Zhu, Lei Zhang

Arxiv, 2024

[paper] [code] [知乎]

Osprey: Pixel Understanding with Visual Instruction Tuning

Yuqian Yuan*, Wentong Li*, Jian Liu, Dongqi Tang, Xinjie Luo, Chi Qin, Lei Zhang, Jianke Zhu

CVPR, 2024

[paper] [code] [video demo] [知乎]

Label-efficient Segmentation via Affinity Propagation

Wentong Li*, Yuqian Yuan*, Song Wang, Wenyu Liu, Dongqi Tang, Jian Liu, Jianke Zhu, Lei Zhang

NeurIPS, 2023

[paper] [code] [project page] [知乎]

Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport

Wentong Li, Yuqian Yuan, Song Wang, Jianke Zhu, Jianshu Li, Jian Liu, Lei Zhang

ICCV, 2023

[paper] [code]

Research Intern

• Alibaba DAMO Academy | Hangzhou | Jul.2024 - Present
  Topic: Video understanding with MLLM, Embodied AI
  Mentor: Xin Li, Lidong Bing
• AntGroup | Hangzhou | Apr.2024 - Jul.2024
  Topic: Image understanding with MLLM, Image Tampering Detection and Segmentation

Honors

• National Scholarship, 2021
• Silver Medal, China Collegiate Programming Contest for Girls, 2021, 2020
• Honorable Mention, The 45th ICPC Asia Regional Contest, 2021
• Best Girl's Team, Jiangsu Collegiate Programming Contest, 2021
• The 17th place, China Collegiate Programming Contest for Girls, 2020
• Second Prize, The 11th "Blue Bridge Cup" National Software Competition Final, 2020