Yuchen Huang

Hi! I’m Yuchen Huang (黄宇晨), a third-year Ph.D. student in Computer Science and Engineering at the Hong Kong University of Science and Technology (HKUST). I am fortunate to be supported by the Hong Kong PhD Fellowship Scheme (HKPFS) and supervised by Prof. Yiren Fung. Since September 2025, I have also been a research intern at Tongyi Lab, Alibaba, collaborating with Daoyuan Chen. Prior to my Ph.D., I received my B.S. degree in Electronic Science and Technology from Zhejiang University (ZJU) in 2023.

My research interests generally lie in the area of AI/NLP/Agent, focusing on building more human-centric, trustworthy, and efficient LLMs/VLMs/Agents. Feel free to reach out if you are interested in collaboration or would like to have a casual discussion.

🔥 News

• 2025.09 💪 Joined Tongyi Lab, Alibaba as a research intern!
• 2025.08 🎉 MAC-Tuning has been accepted by EMNLP 2025!
• 2025.07 🎉 CultureCLIP has been accepted by COLM 2025! See you in Montreal!
• 2025.05 🎉 MMBoundary has been accepted by ACL 2025 (Main)!
• 2024.10 💪 Joined RenAI Lab, HKUST!
• 2023.09 🏆 Awarded HKPFS and RedBird PhD Award!
• 2023.06 🎓 Obtained B.E. degree from Zhejiang University and selected as Outstanding Undergraduate!

📝 Publications

• EMNLP 2025 MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness, Junsheng Huang, Zhitao He, Yucheng Huang, Sandeep Polisetty, Qingyun Wang, Yi R. (May) Fung
• COLM 2025 CultureCLIP: Empowering CLIP with Cultural Awareness through Synthetic Images and Contextualized Captions, Yuchen Huang, Zhiyuan Fan, Zhitao He, Sandeep Polisetty, Wenyan Li, Yi R. (May) Fung
• ACL 2025 (Main) MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration, Zhitao He, Sandeep Polisetty, Zhiyuan Fan, Yuchen Huang, Shujin Wu, Yi R. (May) Fung

📖 Education

• 🎓 Ph.D. in Computer Science and Engineering. HKUST. Sep. 2023 - Present.
• 🎓 B.S. in Electronic Science and Technology. Zhejiang University. Sep. 2019 - July 2023.

🎖️ Honors and Rewards

• Hong Kong PhD Fellowship Scheme (UGC, Hong Kong, 2023-26)
• RedBird PhD Award (HKUST, 2023)
• Outstanding Graduate (Zhejiang Province, 2023)
• National Scholarship (Ministry of Education, China, 2019-20 & 2020-21)
• The First-Class Scholarship (Zhejiang University, 2019-20 & 2020-21 & 2021-22)

📑 Teaching

• Teaching Assistant: Introduction to Computer Science. HKUST, 2024-25 Fall.
• Teaching Assistant: COMP2011 Programming with C++. HKUST, 2023-24 Spring.

💻 Internships

• 2025.9-Present, Tongyi Lab, Alibaba, Hangzhou, China
• 2023.7-2023.8, Institute for AI Industry Research, Tsinghua University, Beijing, China

✨ Miscellaneous

Apart from academic pursuits, I have a deep passion for 🎒travel and 📷 photography. I am also an avid sports enthusiast, with 🎾 tennis, 🏊 swimming, 🏀 basketball, ⛰️ hiking, and 🏃running being part of my daily fitness routine. I thrive on taking on challenges and firmly believe that the sky is the limit. I am a dedicated fan of the Golden State Warriors💙💛, and my GOAT is Stephen Curry!