👨🏻‍💻 About Me

I am Xuchen Li (李旭宸), an incoming Ph.D. student at Institute of Automation, Chinese Academy of Sciences (CASIA), supervised by Prof. Kaiqi Huang (IAPR Fellow). Additionally, I am a member of Visual Intelligence Interest Group (VIIG).

Currently, I am a fourth-year undergraduate student majoring in Computer Science and Technology at School of Computer Science (SCS) at Beijing University of Posts and Telecommunications (BUPT).

I am grateful to work with Dr. Shiyu Hu, which has a significant impact on me. I am also grateful to be growing up and studying with my twin brother Xuzhao Li, which is a truly unique and special experience for me.

My research focuses on Visual Language Tracking, Multi-modal Learning and Large Language Model. If you are interested in my work or would like to collaborate, please feel free to contact me.

🔥 News

  • 2024.05: 🏆 Obtain Beijing Outstanding Graduates (北京市优秀毕业生) (only 38 students obtain this honor of SCS, BUPT)!
  • 2024.05: 📣 Present our work during the 14th Vision and Learning Seminar (VALSE), see our poster for more information!
  • 2024.04: 📝 One paper has been accepted by the 3rd CVPR Workshop on Vision Datasets Understanding and DataCV Challenge as Oral Presentation (CVPRW, Workshop in CCF-A Conference, Oral)!
  • 2023.12: 🏆 Obtain College Scholarship of University of Chinese Academy of Sciences (中国科学院大学大学生奖学金) (only 17 students win this scholarship of CASIA)!
  • 2023.12: 🏆 Obtain China National Scholarship (国家奖学金) with a rank of 1/455 (0.22%) (the highest honor for undergraduates in China, awarded to top 1% students of BUPT)!
  • 2023.11: 🏆 Obtain Beijing Merit Student (北京市三好学生) (only 36 students obtain this honor of BUPT)!
  • 2023.09: 📝 One paper has been accepted by the 37th Conference on Neural Information Processing Systems (NeurIPS, CCF-A Conference, Poster)!
  • 2022.12: 🏆 Obtain Huawei AI Education Base Scholarship (华为智能基座奖学金) (only 20 students win this scholarship of BUPT)!
  • 2022.12: 🏆 Obtain China National Scholarship (国家奖学金) with a rank of 2/430 (0.47%) (the highest honor for undergraduates in China, awarded to top 1% students of BUPT)!

📖 Educations

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2020.09 - now, Undergraduate student
Computer Science and Technology, Ranking 1/449 (0.22%)
School of Computer Science
Beijing University of Posts and Telecommunications, Beijing

💻 Research Experiences

📝 Publications

✅ Acceptance

CVPRW 2024
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DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM

Xuchen Li, Xiaokun Feng, Shiyu Hu, Meiqi Wu, Dailing Zhang, Jing Zhang, Kaiqi Huang

CVPRW 2024 Oral (Workshop in CCF-A Conference, Oral): the 3rd CVPR Workshop on Vision Datasets Understanding and DataCV Challenge
[Paper] [BibTeX]

NeurIPS 2023
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A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship

Shiyu Hu, Dailing Zhang, Meiqi Wu, Xiaokun Feng, Xuchen Li, Xin Zhao, Kaiqi Huang

NeurIPS 2023 (CCF-A Conference, Poster): the 37th Conference on Neural Information Processing Systems
[Paper] [BibTeX] [Poster] [Slides] [Platform] [Toolkit] [Dataset]

☑️ Ongoing Research

NeurIPS 2024
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MemVLT: Visual-Language Tracking with Adaptive Memory-based Prompts

Xiaokun Feng, Xuchen Li, Shiyu Hu, Dailing Zhang, Meiqi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

NeurIPS 2024 (CCF-A Conference, Under Review): the 38th Conference on Neural Information Processing Systems

NeurIPS 2024
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Beyond Accuracy: Tracking more like Human through Visual Search

Dailing Zhang, Shiyu Hu, Xiaokun Feng, Xuchen Li, Meiqi Wu, Jing Zhang, Kaiqi Huang

NeurIPS 2024 (CCF-A Conference, Under Review): the 38th Conference on Neural Information Processing Systems

🎖 Honors and Awards

  • China National Scholarship (国家奖学金), My Rank: 1/455 (0.22%), at BUPT, by Ministry of Education of China, 2023
  • China National Scholarship (国家奖学金), My Rank: 2/430 (0.47%), at BUPT, by Ministry of Education of China, 2022
  • Huawei AI Education Base Scholarship (华为智能基座奖学金), at BUPT, by Ministry of Education of China and Huawei AI Education Base Joint Working Group, 2022
  • Beijing Merit Student (北京市三好学生), at BUPT, by Beijing Municipal Education Commission, 2023
  • Beijing Outstanding Graduates (北京市优秀毕业生), at BUPT, by Beijing Municipal Education Commission, 2024
  • College Scholarship of University of Chinese Academy of Sciences (中国科学院大学大学生奖学金), at CASIA, by University of Chinese Academy of Sciences, 2023

🌟 Maintained Projects

GOT-10k Platform
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GOT-10k: A Large High-diversity Benchmark and Evaluation Platform for Single Object Tracking

  • Visual Object Tracking / Evaluation Technology / Large High-diversity Benchmark
  • As of May 2024, the platform has received 3.47M+ page views, 7k+ downloads, 19k+ trackers from 160+ countries and regions worldwide.
  • GOT-10k is the supporting platform for research accepted by IEEE TPAMI 2021.
VideoCube / MGIT Platform
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VideoCube / MGIT: A Large-scale Multi-dimensional Multi-modal Global Instance Tracking Intelligent Evaluation Platform

  • Visual Object Tracking / Visual Language Tracking / Long Video Understanding and Reasoning / Intelligent Evaluation Technology
  • As of May 2024, the platform has received 357k+ page views, 1.1k+ downloads, 410+ trackers from 130+ countries and regions worldwide.
  • VideoCube / MGIT is the supporting platform for research accepted by IEEE TPAMI 2023 and NeurIPS 2023.
SOTVerse Platform
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SOTVerse: A User-defined Single Object Tracking Task Space

  • Visual Object Tracking / Dynamic Open Environment Construction / Visual Evaluation Technique
  • As of May 2024, the platform has received 121k+ page views from 125+ countries and regions worldwide.
  • SOTVerse is the supporting platform for research accepted by IJCV 2023.

🤝 Collaborators

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© Xuchen Li | Last updated: May 2024