Biography

Hi, I am Junwei Li, a researcher at The Hong Kong University of Science and Technology (Guangzhou) (HKUST(GZ)). I earned my Master of Philosophy (M.Phil.) degree in Data Science and Analytics from HKUST(GZ) in 2025, supervised by Prof. Jing TANG and Prof. Lei CHEN. My research interests include Multi-Agent LLM Systems, Retrieval-Augmented Generation with KV-cache reuse, and compliance-aware, privacy-preserving AI companions for cloud–edge deployment in education and assistive use. Besides, I serve as the President of the Entrepreneurship Association at HKUST(GZ).

Recent News

  • Oct 2 — I was invited to serve as a reviewer for CHI 2026.
  • Jun 6 — One paper on real-time conversational digital humans (Hi-Reco) was accepted at CGI 2025!

Attending

Interests
  • Multi-Agent LLM Systems
  • RAG/Graph-RAG
  • Educational Technology
  • Affective Computing
  • Human–Computer Interaction
Education
  • MPhil in Data Science and Analytics, 2025

    The Hong Kong University of Science and Technology (Guangzhou)

News

Experience

 
 
 
 
 
Lab of Future Technology (Bridge Program)
Founder & Project Lead, Aicorumi & TATA AI
Jul 2024 – Present Guangzhou, China

The Lab of Future Technology is at HKUST(GZ) within the College of Future Technology (CFT). The group is led by Prof.Jingshen Wu.

As the Entrepreneurial Project Owner and Product Manager, I am leading the Aicorumi and TATA AI projects, AI agent system incubated within the prestigious Bridge Program. Our projects have been awarded ¥600,000 in non-equity funding to accelerate development and productization.

My core responsibilities and contributions include:

  • I spearhead the architectural design of our multi-agent systems and the fine-tuning of our Large Language Models.
  • I also drive the feature development for the Model Context Protocol (MCP) to align with our project’s vision.
  • Furthermore, I define the product strategy and strategic roadmap, translating complex AI capabilities into market-ready products.
 
 
 
 
 
Metaverse Joint Innovation Laboratory
Research Student
Aug 2023 – Present Guangzhou, China

The Metaverse Joint Innovation Laboratory is at HKUST(GZ) within the Data Science and Analytics Thrust (DSA Thrust). The group is led by Prof.Lei Chen.

My responsibilities include:

  • Research on various projects related to LLMs (specifically focusing on Multi-Agent Systems)
  • Manage various affairs of the lab as a core member.
 
 
 
 
 
International Digital Economy Academy (IDEA)
AI Product Manager
Mar 2022 – Apr 2023 Shenzhen, China

As the AI Product Manager, I owned the lifecycle for a proprietary Conversational AI solution focused on the healthcare sector, from v1.0 to v4.0. I successfully drove its 0-to-1 launch in a live hospital setting, acquiring over 1,000 seed users and establishing a critical proof-of-concept.

My core responsibilities and contributions include:

  • I defined the product’s technical specifications, including key model evaluation metrics and data annotation guidelines.
  • I managed the creation of a high-quality, domain-specific dataset, sourced directly from on-site feedback sessions with doctors, nurses, patients, and their families, which was instrumental in mitigating model hallucinations.
  • I helped shape the AI engine’s technology roadmap, ensuring its architecture was optimized for both accuracy and inference speed.
 
 
 
 
 
JD.com
Product Manager, JD Retail
Jun 2021 – Mar 2022 Beijing, China

As a Product Operator at JD Retail, I was deeply involved in both driving business growth and shaping the underlying product & technology. By building data dashboards and analyzing user behavior funnels, I provided data-driven growth strategies for a portfolio of 60+ flagship stores, including top-tier lifestyle service brands, consistently achieving over ¥10 million in monthly GMV.

My core responsibilities and contributions include:

  • I acted as the technical product liaison for our B2B enterprise services, defining API requirements and coordinating integration testing with 9 major chain brands.
  • I played a key role in the product feature planning for a JD.com S-tier omni-channel marketing campaign, driving the implementation of key “Unbounded Retail” features like LBS-based recommendations.
  • I identified and translated merchant pain points into actionable product optimization requirements for our backend systems, successfully enhancing partner operational efficiency.

Projects

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Recent Publications

Quickly discover relevant content by filtering publications.
(2025). Hi-Reco: High-Fidelity Real-Time Conversational Digital Humans. Proceedings of the Computer Graphics International (CGI'25).

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(2024). Investigating Size Congruency Between the Visual Perception of a VR Object and the Haptic Perception of Its Physical World Agent. Proceedings of the 17th International Symposium on Visual Information Communication and Interaction (VINCI'24).

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