Dr Wen Hua (華雯)

Assistant Dean (Graduate Studies), Associate Professor, Presidential Young Scholar
Department of Data Science and Artificial Intelligence (DSAI)
Faculty of Computer and Mathematical Science (FCMS)
The Hong Kong Polytechnic University (PolyU)
Office: PQ808, Mong Man Wai Building, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Kong Kong
Phone: +852 2766 7237 | Email: wency.hua@polyu.edu.hk
Home
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Research
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Publication
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Teaching
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Activities
Research Grants
  • [2025-2027] Optimizing RAG with Dynamic Knowledge: Efficiency, Integration, and Adaptation, Huawei Talent Fund, HKD $990,000, Principal Investigator
  • [2024-2027] Topic Taxonomy Construction and Application in Box Embedding Spaces, NSFC General Program (#62372483), RMB 500,000, Co-Investigator
  • [2023-2026] Developing a Cost-effective Framework for Entity Alignment in Real-world Knowledge Graphs, PolyU Start-Up Research Grant, HKD $3,281,400, Principal Investigator
  • [2022-2025] Context-aware Representation Learning for Code Analysis, Joint Research Grant with Oracle Labs Australia, AUD $148,000, Principal Investigator
  • [2022-2023] Solar Photovoltaics Forecasting for Efficient Power Management, ARC Linkage Infrastructure, Equipment and Facilities (#LE220100022), AUD $475,000, Co-Investigator
  • [2021-2026] ARC Industrial Transformation Training Centre for Information Resilience (#IC200100022), AUD $13,883,406, Co-Investigator
  • [2021-2023] Information Extraction from Large-Scale Low-Quality Data, ARC Discovery Early Career Researcher Award (#DE210100160), AUD $423,000, Principal Investigator
  • [2020-2023] Making Spatiotemporal Data More Useful: An Entity Linking Approach, ARC Discovery Project (#DP200103650), AUD $493,000, Principal Investigator
  • [2019-2023] Real-time Analytics on Urban Trajectory Data for Road Traffic Management, ARC Linkage Project (#LP180100018), AUD $480,000, Co-Investigator
  • [2019-2023] Collaborative Lab of Health Informatics with Neusoft China, AUD $937,000, Co-Investigator
  • [2017-2020] Machine Learning, Data Analytics and Knowledge Management for Microgrid Data, Advance Queensland Early Career Research Fellowship, AUD $397,000, Principal Investigator
  • [2017-2018] Realtime Battery Scheduling Based on Solar and Load Forecasting, UQ Start-Up Research Grant, AUD $50,000, Principal Investigator
Research Team
  • Wenlong Liu (PhD), started in September 2024
  • Shiqi Fan (PhD), started in September 2024
  • Hayoung Lee (PhD), started in January 2023
  • Jiayun Li (PhD), started in January 2023
  • Phan Khai Tran (PhD), started in January 2022
  • Zichun Zhu (PhD), started in April 2021
Alumni
  • Ziyi Liu (PhD), completed in August 2023, Research Assistant Professor at Hong Kong University of Science and Technology, Hong Kong SAR, China
  • Fengmei Jin (PhD), completed in August 2023, Research Assistant Professor at Hong Kong Polytechnic University, Hong Kong SAR, China
  • Bing Liu (PhD), completed in August 2023, OPPO Research Institute, China
  • Kexuan Xin (PhD), completed in September 2022, Postdoc at University of Illinois Urbana-Champaign, USA
  • Tianyu Zhu (MPhil), completed in July 2021, Lazada Alibaba, China
  • Mengxuan Zhang (PhD), completed in March 2021, Lecturer at Australian National University, Australia
  • Jianfeng Qu (PhD & Postdoc), completed in December 2020, Associate Professor at Soochow University, China
  • Yu Liu (PhD), completed in December 2020, Lecturer at University of International Relations, China
  • Pingfu Chao (PhD), completed in December 2019, Associate Professor at Soochow University, China
  • Lei Li (PhD), completed in July 2018, Assistant Professor at Hong Kong University of Science and Technology (Guangzhou), China