Hi!👋 My name is Zhuowen Liang (梁卓文), I am a first-year Ph.D. student in Data Intelligence and Analytics Lab, Data Science and Analytics Thrust, The Hong Kong University of Science and Technology(Guangzhou), advised by Prof. Nan Tang. I received my bachelor degree from School of Computer Science & Engineering, South China University of Technology in 2025. I used to be a research assistant in HKUST-CIVAL group at HKUST(GZ), advised by Prof. Wei Zeng.

My current research lies on Retrieval Augmented Generation(RAG), Document Intelligence, and Information Extraction, with an emphasis on transforming large collections of unstructured documents into structured and queryable data. I am also very interested in research fields including Reinforcement Learning, LLM-Based Agent, and Data mining.

You can find my CV here: Zhuowen Liang’s Curriculum Vitae.

🔥 News

• [July. 2025] 🚀🚀 One paper about Cybersickness Prediction was accepted to MM 2025!
• [April. 2025] We proposed DataMosaic, a grounded, explainable, and verifiable framework for multi-modal data analytics with LLMs.
• [December. 2024] Received a PhD offer from The Hong Kong University of Science and Technology (Guangzhou).

📑 Publication

• DataMosaic: Explainable and Verifiable Multi-Modal Data Analytics through Extract-Reason-Verify
  Zhengxuan Zhang, Zhuowen Liang, Yin Wu, Teng Lin, Yuyu Luo, Nan Tang
  arXiv 2025. [Paper]
• Towards Consumer-Grade Cybersickness Prediction: Multi-Model Alignment for Real-Time Vision-Only Inference
  Yitong Zhu, Zhuowen Liang, Yiming Wu, Tangyao Li, Yuyang Wang
  ACM MM 2025. [Paper]
• VisLTR: Visualization-in-the-Loop Table Reasoning
  Jianing Hao, Zhuowen Liang, Chunting Li, Yuyu Luo, Wei Zeng
  arXiv 2024. [Paper]

🎓 Education

• The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China
  Ph.D. student in Data Science and Analytics, 2025-Present

• South China University of Technology, Guangzhou, China
  BE in Computer Science & Technology (Elite Class), 2021-2025
  GPA: 3.93/4.0

🔎 Experience

• The Hong Kong University of Science and Technology (Guangzhou)
  Research Intern @ Data Intelligence and Analytics Lab, 2024.10~Present
  Research Topic: Structured Reasoning combined with RAG
  Advisor: Prof. Nan Tang

  

• The Hong Kong University of Science and Technology (Guangzhou)
  Research Intern @ HKUST-CIVAL group, 2024.1~2024.9
  Research Topic: Multimodal Alignment & GraphRAG
  Advisor: Prof. Wei Zeng

  

• South China University of Technology
  Project Topic: Resident Useful Life prediction based on CNN & LSTM, 2023.11~2024.4
  Advisor: Prof. Fang Li

🏆 Honors & Awards

• Tencent Enterprise First Price Scholarship, 2023 (5k RMB, Top 2% at SCUT)
• The First Price Scholarship, 2023
• The Second Price Scholarship, 2022 & 2024 (two times)
• Merit Student, 2022 & 2023 (two times)
• Excellent League Member, 2022 & 2023 & 2024 (three times)
• Chinese Mathematics Competitions(Guangdong): First Prize, 2022
• Asia and Pacific Mathematical Contest in Modeling(APMCM): Third Prize, 2023
• MathorCup College Mathematical Modeling Challenge: Third Prize, 2023
• ChinaUndergraduate Mathematical Contest in Modelling(Guangdong): Third Prize, 2022