Personal profile
Research interests
Computer Science / Information Technology - Crowdsourcing-based data processing
Computer Science / Information Technology - Uncertain and probabilistic databases
Computer Science / Information Technology - Web information management
Computer Science / Information Technology - Multimedia systems
Position Held
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, University of Waterloo
2005
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 1 No Poverty -
SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 14 Life Below Water -
SDG 15 Life on Land -
SDG 16 Peace, Justice and Strong Institutions -
SDG 17 Partnerships for the Goals
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Explainable Knowledge Graph Reasoning Based on Multi-modal Data
WANG, H. (CoI), YIN, J. (CoI), ZHENG, L. (CoI), CHEN, L. (PI), PENG, Z. (CoI), DI, S. (CoI), WANG, M. (CoI) & XU, W. (CoI)
National Natural Science Foundation of China
1/01/23 → 31/12/26
Project: Research
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Hong Kong Center of Construction Robotics (HKCRC)
BOCK, T. (PI), GHAOUI, L. E. (PI), ZHANG, L. (PI), CHANG-HASNAIN, C. J. (PI), MA, Y. (PI), CHENG, J. C. P. (PI), CHEN, Q. (PI), CHEN, K. J. (CoI), LIU, M. (CoI), QIU, L. (CoI), SHEN, S. (CoI), LEUNG, S. W. W. (CoI), FAN, Z. (CoI), LI, Z. (PI), CHEN, L. (CoI), LEE, Y.-K. (PI), WANG, M. Y. (PI), ZHANG, Q. (PI), QUAN, L. (CoI), SASTRY, S. S. (PI), CHENG, K.-T. T. (CoI) & WANG, Y. (CoI)
Innovation and Technology Commission
1/05/20 → 30/04/30
Project: Research
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The key theories and technologies for urban big data and intelligent processing
ZHENG, L. (CoI), CHEN, L. (CoI) & LIN, X. (CoI)
Guangdong Natural Science Foundation
1/01/20 → 31/12/26
Project: Research
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Centre for Slope Safety
WONG, W. K. (CoI), LAU, A. K. H. (CoPI), LEUNG, A. (CoI), CHOI, C. E. (CoI), NG, C. W. W. (PI), ZHANG, L. M. (CoPI), ZHOU, C. (CoI), HAU, B. C. H. (CoI), ALONSO, E. (CoI), CUI, P. (CoI), CHEUNG, R. W. M. (CoPI), QU, H. (CoI), KWAN, J. S. H. (CoI), CHEN, L. (CoPI), FUNG, J. C. H. (CoI), MA, P. (CoPI), YIK, M. (CoI), LACASSE, S. (CoI) & CHAN, Y. B. (CoPI)
28/03/19 → 27/03/27
Project: Research
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Intelligent elevator alarm and maintenance platform based on big data analysis
LI, B. (CoI), DI, S. (CoI) & CHEN, L. (CoI)
Department of Science and Technology of Guangdong Province
1/03/23 → 28/02/25
Project: Research
Research output
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Efficient GNN Training on Giant Graphs with Collective Batching and Scheduling
ZHANG, X., Shen, Y., Shao, Y., Li, H. & CHEN, L., 8 May 2026, In: Proceedings of the VLDB Endowment. 19, 6, p. 1184-1197 14 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
GORAG: Graph-based Online Retrieval Augmented Generation for Dynamic Few-shot Social Media Text Classification
Wang, Y., Li, H., Teng, F. & Chen, L., 12 Apr 2026, WWW 2026 - Proceedings of the ACM Web Conference 2026. Association for Computing Machinery, Inc, p. 9148-9159 12 p. (WWW 2026 - Proceedings of the ACM Web Conference 2026).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access -
Log parameter semantic analysis method, device and storage medium: [China]
CHEN, L. (Key Inventor), WANG, J. (Inventor), YI, K. (Inventor), LI, T. (Inventor), TENG, F. (Inventor), LI, H. (Inventor), QIU, Y. (Inventor), YOU, J. (Inventor), OUYANG, Y. (Inventor), OU, B. (Inventor) & ZHU, H. (Inventor), 13 Jan 2026, IPC No. G06F 11/34, G06F 16/35, G06F 18/22, G06F 40/30, G06N 5/04, 29 Sept 2025, Priority date 29 Sept 2025Research output: Patent
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A Caching-based Framework for Scalable Temporal Graph Neural Network Training
Li, Y., Shen, Y., Chen, L. & Yuan, M., 10 Jan 2025, In: ACM Transactions on Database Systems. 50, 1, p. 1-46 46 p., 3.Research output: Contribution to journal › Journal Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving
GAO, S., ZHANG, X., SHEN, Y. & CHEN, L., 18 Jun 2025, In: Proceedings of the ACM on Management of Data. 3, 3, p. 1-28 28 p., 130.Research output: Contribution to journal › Conference article published in journal › peer-review
Activities
- 3 Editorial work
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Parallel and Distributed Databases Programming (Journal)
CHEN, L. (Associate Editor)
1 Jan 2017 → 1 Dec 2017Activity: Publication peer-review and editorial work › Editorial work
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IEEE Transactions on Knowledge and Data Engineering (TKDE) (Journal)
CHEN, L. (Associate Editor)
1 Jan 2016 → 1 Dec 2021Activity: Publication peer-review and editorial work › Editorial work
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VLDB Journal (Journal)
CHEN, L. (Co Editor)
1 Sept 2015 → 1 Aug 2021Activity: Publication peer-review and editorial work › Editorial work