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I'm a final year undergraudate student from Xinya College and Department of Computer Science and Technology, Tsinghua University. In addition, I am also minoring in Economics and Finance at School of Economics and Management, Tsinghua University. My research interests are focused on computer vision, computer graphics and generative models. I also hope to expand my research boundaries, for example, into the intersection of AI and other disciplines. |
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2025/11/07- Styletailor is accepted by AAAI-26 and selected as Oral 🎉! |
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Yongchao Chen, Jiefeng Chen, Rui Meng, Ji Yin, Na Li, Chuchu Fan, Chi Wang, Tomas Pfister, Jinsung Yoon, The Fourteenth International Conference on Learning Representations (ICLR'2026), TUMIX lifts Gemini-2.5-pro performance from 21.6 to 34.1 on Humanity Last Exam (HLE) Paper / Twitter post We propose Tool-Use-Mixture (TUMIX), leveraging diverse tool-use strategies to improve reasoning. This work shows how to get better reasoning from LLMs by running a bunch of diverse agents (text-only, code, search, etc.) in parallel and letting them share notes across a few rounds. Instead of brute-forcing more samples, it mixes strategies, stops when confident, and ends up both more accurate and cheaper. |