Hong Kong SAR, China
CSE PhD @ Hong Kong University of Science and Technology (HKUST)
Research Intern @ Tencent Hunyuan, Qingyun Program
I am a first-year Ph.D. student in Computer Science and Engineering at the Hong Kong University of Science and Technology (HKUST), supervised by Prof. Yi R. (May) Fung. I have also been a research intern at Tencent Hunyuan, Foundation Model Department. Prior to my Ph.D., I received my B.Eng. degree in Computer Science and Technology from Zhejiang University (ZJU), where I was a research intern at SuDIS Lab, supervised by Prof. Huan Li.
My research focuses on building autonomous agentic systems driven by foundation models (LLMs / MLLMs): pushing their capability upper bounds and enabling continuous learning, evaluating their boundaries and reliability, and grounding them in complex real-world scenarios.
Please feel free to contact me if you are interested in discussing or collaborating with me. :D
News
I have joined Tencent Hunyuan as a research intern under the Qingyun Program. ๐โ๏ธ
AgentVista has been accepted by NeurIPS 2026! ๐
I have joined HKUST MMSense Lab as a PhD student. ๐
XSkill has been accepted by ICML 2026, see you in Seoul! ๐
Two multimodal agent works, "XSkill" and "AgentVista", have released their papers and code! ๐
Our paper "TableCopilot" was accepted by VLDB 2025! ๐
Education
Hong Kong University of Science and Technology
Ph.D. in Computer Science and Engineering
Zhejiang University
Undergraduate in Computer Science and Technology
The Affiliated High School of SCNU
High School Student
Industrial Experience
Research Intern @ Tencent Hunyuan
Foundation Model Department
Qingyun Program
Research Experience
Research Intern @ MMSense Lab, HKUST
Advisor: Prof. Yi R. (May) Fung, Dr. Zhaochen Su
Working on improving reasoning ability of multimodal agents, under the paradigm of "Thinking with Images".
Research Intern @ SuDIS Lab, ZJU
Advisor: Prof. Huan Li, Dr. Lingxi Cui
Worked on discovery and management of structured data using LLMs and MLLMs.
Publications
XSkill: Continual Learning from Experience and Skills in Multimodal Agents
ICML 26Guanyu Jiang *, Zhaochen Su *, Xiaoye Qu, Yi R. (May) Fung (*equal contribution)
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
NeurIPS 26Zhaochen Su, Jincheng Gao, Hangyu Guo, Zhenhua Liu, Lueyang Zhang, Xinyu Geng, Shijue Huang, Peng Xia, Guanyu Jiang, Cheng Wang, Yue Zhang, Yi R. (May) Fung, Junxian He
TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
VLDB 25Lingxi Cui, Guanyu Jiang, Huan Li, Ke Chen, Lidan Shou, Gang Chen
Services & Leadership
- Student Committee Member / Deputy Group Leader, MLNLP Community 2026
- Academic Department, ZJU AI Club / Founding Member of ZJU AI Talk 2026
Beyond Research
I enjoy sports, especially football โฝ, badminton ๐ธ, and hiking ๐ฅพ. My GOAT is CR7! ๐ His discipline and resilience inspires me a lot.
I am also a dan-ranked amateur Go player โซโช. Looking back, AlphaGo was my first impression of artificial intelligence. ๐
I am a big insect enthusiast, especially ants! ๐ They are nature's astonishing "superorganisms," and I keep quite a few at home.
During the coding days, I am happy to have my two cats, ่ดน้ฑ and ่ดน็พไธฝ, keeping me company. (Cats are the best! ๐ฑ)
