Zhejiang University
Hangzhou, China
B.Eng. Candidate @ College of CS & Tech, Zhejiang University (ZJU)
Incoming CSE PhD @ Hong Kong University of Science and Technology (HKUST)
My research focuses on building autonomous agentic systems driven by foundation models (LLMs / MLLMs). My goal is to ensure these agents operate effectively and reliably, and create positive real-world impact. Specifically, my work aims to advance the following areas:
Pushing capability upper bounds of agents and enabling continuous learning
Evaluating boundaries and reliability of agents
Grounding agentic systems in complex real-world scenarios
Throughout my journey in research, I've been fortunate to receive guidance from exceptional and supportive mentors. Currently, I am a research intern at Ren.AI Lab, HKUST, advised by Prof. Yi R. (May) Fung and Dr. Zhaochen Su. At Zhejiang University, I was a research intern at SuDIS Lab, under the supervision of Prof. Huan Li and Dr. Lingxi Cui. I also spent a good time working with several talented researchers from TMLR Group, HKBU.
News
- [2026.03] Two multimodal agent works, "XSkill" and "AgentVista", have released their papers and code! ๐
- [2025.10] Our work "AlphaApollo" has released its version 1.0 preprint! We welcome feedback from the community. ๐
- [2025.08] Honored to serve as a reviewer for AAAI 2026! ๐งโ๐ป
- [2025.07] I will be joining Ren.AI Lab, HKUST as a research intern, advised by Prof. Yi R. (May) Fung. ๐
- [2025.05] Our paper "TableCopilot" was accepted by VLDB 2025! ๐
Education
Zhejiang University
Undergraduate in Computer Science and Technology
The Affiliated High School of SCNU
High School Student
Research Experience
Research Intern @ Ren.AI 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 @ TMLR Group, HKBU
Advisor: Dr. Zhanke Zhou,Dr. Xiao Feng
- Worked on building self-evolving and tool-augmented agentic reasoning system.
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
PreprintGuanyu Jiang *, Zhaochen Su *, Xiaoye Qu, Yi R. (May) Fung
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
PreprintZhaochen 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 2025Lingxi Cui, Guanyu Jiang, Huan Li, Ke Chen, Lidan Shou, Gang Chen
AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning
Technical ReportZhanke Zhou, Chentao Cao, Xiao Feng, Xuan Li, Zongze Li, Xiangyu Lu, Jiangchao Yao, Weikai Huang, Linrui Xu, Tian Cheng, Guanyu Jiang, Yiming Zheng, Brando Miranda, Tongliang Liu, Sanmi Koyejo, Masashi Sugiyama, Bo Han
Project Experience
Structure-Guided Image Generation @ HunyuanDiT, Tencent
Advisor: Researcher Zhimin Li, Researcher Xinlu Lai
2024.07 - 2024.10
- Enhanced the architecture for structure-guided image generation by introducing a VLM with ControlNet training solution, receiving the Tencent Outstanding Student Award for contributions.
Cloud-on-Cloud Platform @ Big Data & Cloud Computing Workshop, NUS
Advisor: Prof. Richard T.B. Ma
2024.06 - 2024.07
- Developed a meteorological platform on Kubernetes with real-time big data streaming on time series model system, earning Rank 2 in the workshop.
Services & Leadership
- Reviewer of AAAI2026 2025
- Deputy Secretary, Youth League Committee of Yunfeng, ZJU 2024 - 2025
- Member, "Qizhen Wenxue" Talent Researcher Program, ZJU 2024 - 2025
- Volunteer, 19th Asian Games in Hangzhou 2023
