Yuedong Tan(谭跃东) is a student researcher at INSAIT/University of Würzburg, under the supervision of Danda Pani Paudel, Radu Timofte, and Luc Van Gool. Previously, I obtained my master’s degree from Xidian University in June 2025. Before that, I received my B.E. degree from Chang’an University, China, in July 2022. I was an intern or visiting student at Tele AI, supervised by Jiawei Shao and Xuelong Li.

• Email: tydsuper@gmail.com
• Google Scholar: Link

Feel free to contact me to discuss any issues. 💬💬💬

"Man is a Tool-using Animal; without tools he is nothing, with tools he is all." -- Thomas Carlyle

• Multimodal Large Language Models (MLLM) - Advancing vision-language understanding and reasoning
• Tool-Use Agents - Creating intelligent systems that can effectively utilize external tools and APIs

My ultimate goal is to develop autonomous agents capable of leveraging diverse tools to independently explore and understand the world, bridging the gap between AI systems and real-world interaction.

• 🔴 [Fab. 2026] We are organizing the CVPR 2026 Workshop on Unified Robotic Vision with Cross-Modal Sensing and Alignment. Link
• 🔴 [Oct. 2025] I am thrilled to announce that our project has been selected for a generous GPU grant from TeleAI. We are incredibly grateful for their support, as only 10 projects were chosen for this award. Link

* for Corresponding Author, † Equal contribution.

• Yuedong Tan, Jiancheng Pan, Yuqian Fu, Luc Van Gool, Radu Timofte, Danda Pani Paudel, Zongwei Wu* SegThinker: Recurrent Vision with Reasoning for Image Segmentation (Under Review)

• Yuedong Tan, Jiawei Shao*, Jiawei Shao, Eduard Zamfir, Ruanjun Li, Zhaochong An, Chao Ma, Danda Pani Paudel, Luc Van Gool, Radu Timofte, Zongwei Wu*. What You Have is What You Track: Adaptive and Robust Multimodal Tracking (ICCV2025) Paper Link

• Yuedong Tan, Zongwei Wu*, Yuqian Fu, Zhuyun Zhou, Guolei Sun, Chao Ma, Danda Dani Paudel, Luc Van Gool, Radu Timofte. *XTrack: Multimodal Training Boosts RGB-X Video Object Trackers (ICCV2025) Paper Link

• Yuedong Tan, Wenfang Sun*, Jingyuan Li, Shuwei Hou, Xiaobo Li, Zhe Wang, Beibei Song. HyperTrack: A Unified Framework for Hyperspectral Object Tracking (IEEE Transactions on Circuits and Systems for Video Technology)

• Yuedong Tan, Wenfang Sun*, Jieran Yuan, Wenwang Du, Zhe Wang, Nan Mao, Beibei Song. HHTrack: Hyperspectral Object Tracking Based on Hybrid Attention (IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing)

• Wenfang Sun†*, Yuedong Tan†, Jingyuan Li, Shuwei Hou, Yingzhao Shao, Zhe Wang, Beibei Song. HotMoE: Exploring Sparse Mixture of Experts for Hyperspectral Object Tracking (IEEE Transactions on Multimedia)

• Hyperspectral Object Tracking Challenge 2023
  • Responsible for data processing and the implementation of algorithms.
  • Iterated the algorithm more than 20 times over the course of a month.
  • Secured 5th place in the competition.

• Programming Languages: Python, Verilog, C++/C, LaTeX
• Scientific Toolkits: PyTorch, TensorFlow
• Software: Matlab, Vivado