I am currently a first-year master’s student in the Data Science and Information Technology program at Tsinghua Shenzhen International Graduate School. I am a member of MMLabSZ, advised by Prof. Zhi Wang.

Previously, I received my bachelor’s degree in Software Engineering from South China University of Technology.

My research interests mainly focus on Vision-Language Navigation (VLN), with a particular interest in dense reward modeling and long-horizon navigation in real-world environments.

I am enthusiastic about exploring emerging technologies and innovative applications. Feel free to reach out if you are interested in discussing ideas or potential collaborations.

Research

ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments Accepted by ACM MM 2025(CCF-A); co-first author (i) We construct ExpInstruct, the first dataset tailored for experiment commentary generation, featuring over 7K step-level commentaries across 21 scientific subjects. Each sample includes procedural descriptions along with potential scientific principles and safety guidelines. (ii) We propose ExpStar, an automatic experiment commentary generation model that leverages a retrieval-augmented mechanism to adaptively access, evaluate, and utilize external knowledge. (iii) Extensive experiments demonstrate that ExpStar achieves sota performance, and outperforms 16 leading LMMs. [Paper] [Code]

Vision-and-Language Navigation in Continuous Environments，VLNCE Constructed a large-scale graph-based VLN dataset inspired by Scaling VLN, BEVBert, and ETPNav, comprising 352,890 samples for VLM fine-tuning. [Code]

Projects

	基于Multi-Agent和RAG的个性化知识学习框架 一种基于多智能体和检索增强生成的个性化学习框架。采用多智能体协同工作模式，包括知识提取智能体、规划教学智能体、知识巩固智能体和测试评估智能体四个智能体，以及检索增强生成模块。 帮助用户个性化学习，实现因材施教。 [Slides]
	优才知路产教融合大模型 AI求职规划师 | 赋能求职路：为个体精准导航职业机会。根据求职者具体情况，查找对应岗位，并提供切实可操的“求职陪跑”规划方案。 [Slides]
	BookDone书掂 如何搞定一本书 —— 通过知识可视化技术，将复杂文本转化为动态结构，为学习者个性化构建一个高效、直观的阅读学练生态。 [Slides]

🏆 Award

• 2025: National Scholarship of SCUT
• 2024: National Scholarship of SCUT
• 2023: Macau Alumni Association Scholarship of SCUT

🎯 Misc

• 🏀 Addicted to playing BASKETBALL！(Superfan of Kyrie & Harden)
  
• 🎹 Playing the electronic keyboard, 📚 reading (e.g., GEB), 🎬 watching anime (e.g., Arcane, Attack on Titan, Cyberpunk: Edgerunners), and 🎲 playing board games.