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Research Grants
- [2026-2029] Entity-Relation Extraction for Domain-Specific Low-Resource Scenarios,
NSFC General Program (#62576236), RMB 500,000, Co-Investigator
- [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
- [2023-2027] Developing a Cost-effective Framework for Entity Alignment in Real-world
Knowledge Graphs, PolyU Presidental Young Scholar 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
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Alumni
- Ziyi Liu (PhD): Completed in August 2023, Thesis: A Study on Multi-Constraint Shortest Path
Queries in Road Network. Work as Research Assistant Professor at Hong Kong University of
Science and Technology, Hong Kong SAR, China
- Fengmei Jin (PhD): Completed in August 2023, Thesis: A Study on Privacy Protection
Techniques for Spatiotemporal Data. Work as Research Assistant Professor at Hong Kong
Polytechnic University, Hong Kong SAR, China
- Bing Liu (PhD): Completed in August 2023, Thesis: Practical Neural Entity Alignment. Work at
OPPO Research Institute, China
- Kexuan Xin (PhD): Completed in September 2022, Thesis: A Study on Embedding-based Entity
Alignment. Work as Postdoc at University of Illinois Urbana-Champaign, USA
- Tianyu Zhu (MPhil): Completed in July 2021, Thesis: Countering Lead Bias in Extractive
Document Summarization. Work at Lazada Alibaba, China
- Mengxuan Zhang (PhD & Postdoc): Completed in March 2021, Thesis: Efficient Shortest Path
Query Processing in Dynamic Road Networks. Work as Senior Lecturer at Australian National
University, Australia
- Jianfeng Qu (PhD & Postdoc): Completed in December 2020, Thesis: A Study on Key Techniques
for Distantly Supervised Relation Extraction. Work as Associate Professor at Renmin
University of China, China
- Yu Liu (PhD): Completed in December 2020, Thesis: A Study on Temporal Knowledge Graph
Enrichment. Work as Assistant Professor at University of International Relations,
China
- Pingfu Chao (PhD): Completed in December 2019, Thesis: A Study on Map-Matching and Map
Inference Problems. Work as Associate Professor at Soochow University, China
- Lei Li (PhD): Completed in July 2018, Thesis: A Study on Time-Dependent Reachability and
Route Scheduing in Road Network. Work as Assistant Professor at Hong Kong University of
Science and Technology (Guangzhou), China
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