👨🏻💻 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, Video Understanding and Large Language Model. If you are interested in my work or would like to collaborate, please feel free to contact me.
🔥 News
- 2024.04: 📣 We will present our work (Global Instance Tracking) at TPAMI2023 during the VALSE2024 poster session (May 2024, Chongqing, China) and extend a warm invitation to colleagues interested in visual object/language tracking, evaluation methodologies, and human-computer interaction to engage in discussions with us (see our Poster for more information).
- 2024.04: 🏆 Obtain Beijing Outstanding Graduates (北京市优秀毕业生) (only 38 students obtain this honor of SCS, BUPT)!
- 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
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
- 2023.05 - Present: Conducting research on visual language tracking, multi-modal learning, and large language model at Visual Intelligence Interest Group (VIIG), initiated and organized by Dr. Shiyu Hu.
- 2023.05 - 2024.04: Member of Artificial Intelligence Elites Class at Institute of Automation, Chinese Academy of Sciences (CASIA), supervised by Prof. Kaiqi Huang (IAPR Fellow).
- 2023.01 - 2023.05: Research intern on 3D Vision at Tsinghua University (THU), advised by Prof. Haoqian Wang.
📝 Publications
✅ Acceptance
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
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
Remembering Target More Like Humans: A Robust Visual-Language Tracker with Adaptive Prompts
Xiaokun Feng, Xuchen Li, Shiyu Hu, Dailing Zhang, Meiqi Wu, Xiaotang Chen, Kaiqi Huang
NeurIPS 2024 (CCF-A Conference, In Preparation): 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: 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.
- 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: 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
I am honored to collaborate with these outstanding researchers. We engage in close discussions concerning various fields such as computer vision, AI4Science, and human-computer interaction. If you are also interested in these areas, please feel free to contact me.
- Shiyu Hu, Ph.D. at the Institute of Automation, Chinese Academy of Sciences (CASIA) and University of Chinese Academy of Sciences (UCAS), focusing on visual object tracking, visual language tracking, benchmark construction, intelligent evaluation technique, and AI4Science.
- Xiaokun Feng, Ph.D. student at the Institute of Automation, Chinese Academy of Sciences (CASIA), focusing on visual object tracking, visual language tracking, and AI4Science.
- Meiqi Wu, Ph.D. student at the University of Chinese Academy of Sciences (UCAS), focusing on computer vision, intelligent evaluation technique, and human-computer interaction.
- Dailing Zhang, Ph.D. student at the Institute of Automation, Chinese Academy of Sciences (CASIA), focusing on visual object tracking, visual language tracking, and AI4Science.
- Xuzhao Li, B.E. student and incoming M.S. student at Beijing Institute of Technology (BIT), focusing on multi-agent path planning and trajectory prediction.
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© Xuchen Li | Last updated: May 2024