Good to see you!😀 I'm Guanyu Jiang

Undergraduate Student at College of Computer Science and Technology, Zhejiang University

My research focuses on trustworthy machine reasoning with Large Language Models (LLM) and multimodal Large Language Models (MLLM). My work aims to advance these areas:

  • Experience utilization for agentic systems.
  • Tool-augmented reasoning for foundation models.
  • Interleaving reasoning across different modalities (text, tables, images, etc.).

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. I am also working with the TMLR Group, HKBU, alongside Dr. Zhanke Zhou and Dr. Xiao Feng, under the supervision of Prof. Bo Han. At Zhejiang University, I was a research intern at SuDIS Lab, under the supervision of Prof. Huan Li and Dr. Lingxi Cui, co-advised by Prof. Zhibin Zhang.

News

  • [2025.10] Our work "AlphaApollo" has released its version 1.0 preprint! We welcome feedback from the community. 🎉
  • [2025.08] Honored to serve as a reviewer for AAAI 2026! 🧑‍💻
  • [2025.07] I will be joining Ren.AI Lab, HKUST as a research intern, advised by Prof. Yi R. (May) Fung. 😀
  • [2025.05] Our paper "TableCopilot" was accepted by VLDB 2025! 🎉

Education

ZJU Background

Zhejiang University

Undergraduate in Computer Science and Technology

GPA: 3.72/4.0

Sep 2022 -- Jun 2026 (Expected)
HSFZ Background

The Affiliated High School of SCNU

High School Student

Outstanding Graduate

2019.09 -- 2022.06

Research Experience

Ren.AI Lab Background
HKUST Logo

Research Intern @ Ren.AI Lab, HKUST

Advisor: Prof. Yi R. (May) Fung

  • Currently working on improving efficient adaptive reasoning ability of MLLM, under the paradigm of "Thinking with Images".
2025.05 -- Present
TMLR Background
HKBU Logo

Research Intern @ TMLR Group, HKBU

Advisor: Dr. Zhanke Zhou &Dr. Xiao Feng, and Prof. Bo Han

  • Currently working on reward modeling and building RL-based optimization algorithm (system) for LLM tool-augmented reasoning.
2024.11 -- Present
SuDIS Background
ZJU Logo

Research Intern @ SuDIS Lab, ZJU

Advisor: Prof. Huan Li, Dr. Lingxi Cui

  • Proposed a novel task formulation and developed a state-of-the-art LLM-based algorithm for table discovery.
2024.05 -- 2025.03

Publications

Med-Evolve Publication

Med-Evolve: A Self-Evolving Framework for Retrieval-Augmented Medical Reasoning

Under Review

[ Authors ] Guanyu Jiang, Zhibin Zhang

TableCopilot Publication

TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery

Accepted by VLDB 2025

[ Authors ] Lingxi Cui, Guanyu Jiang, Huan Li, Ke Chen, Lidan Shou, Gang Chen

TableCopilot Publication

AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning

Work in Progress

[ Authors ]Zhanke 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

Tencent Background
Tencent Project

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.
NUS Background
NUS Project

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.

Awards

  • Tencent Outstanding Student from "Xiniu Niao" Scholarship, Tencent2024.10
  • Second Place, Cloud Computing & Big Data track at NUS SoC Workshop2024.07
  • Silver Award, Zhejiang "Internet+" Innovation and Entrepreneurship Competition2023.09
  • Excellent Student in Innovation and Entrepreneurship, Zhejiang University2023.06
  • Excellent Student in External Communication, Zhejiang University2023.06

Services & Leadership

  • Reviewer of AAAI20262025
  • Deputy Secretary, Youth League Committee of Yunfeng, ZJU2024 - 2025
  • Member, "Qizhen Wenxue" Talent Researcher Program, ZJU2024 - 2025
  • Volunteer, 19th Asian Games in Hangzhou2023