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👨🏻‍💻 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).

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


🔬 Research Interests

Visual Language Tracking (VLT)

  • Research on multi-modal tracking, addressing challenges related to integrating visual and linguistic information for improved tracking accuracy.
  • Research on VLT extends to tasks involving comprehensive video understanding and encompasses efforts to enhance the algorithms' capability to interpret and contextualize objects in videos based on linguistic input.
  • The exploration of human-computer interaction patterns employs Large Language Models (LLMs) in conjunction with visual language tracking as a proxy task, contributing to the development of interactions that are more intuitive and user-friendly.

Visual Object Tracking (VOT)

  • Research on visual object tracking algorithms within diverse scenes, aims to enhance the understanding and performance of single object tracking in various scenarios.
  • Research on the robustness and generalization aspects of single object tracking algorithms, investigates the algorithms' ability to adapt across diverse scenarios, ensuring consistent and reliable performance.

🔥 News

  • 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 (本科生国家奖学金) 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 (本科生国家奖学金) with a rank of 2/430 (0.47%) (the highest honor for undergraduates in China, awarded to top 1% students of BUPT)!


Xuchen Li (李旭宸)'s Projects

cv-arxiv-daily icon cv-arxiv-daily

Automatically Update Arxiv Papers about SOT & VLT, LLM and Video Understanding using Github Actions.

gpt-academic icon gpt-academic

Provide a practical interactive interface for large language models (LLMs) such as GPT, with a focus on optimizing the experience for paper reading, proofreading, and writing.

myarxiv icon myarxiv

Automatically Update Arxiv Papers about cs.CV, eess.IV, cs.MM, cs.CL and cs.HC using Github Actions.

videocube-toolkit icon videocube-toolkit

The official python toolkit for evaluate performance on MGIT benchmark @NeurIPS2023 and VideoCube benchmark @TPAMI2022.

xuchen-li icon xuchen-li

My GitHub profile, which has been updating when I started researching at Institute of Automation, Chinese Academy of Sciences (CASIA).

xuchen-li.github.io icon xuchen-li.github.io

My Homepage, which has been updating when I started researching at Institute of Automation, Chinese Academy of Sciences (CASIA).

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