Research output per year
Research output per year
Personal profile
Biography
Upon receiving his M.Phil. and Ph.D. degrees from the Chinese University of Hong Kong and a B.Sc. degree from the University of Manitoba, Dr Chung joined the Department of Computing, Hong Kong Polytechnic University and is now an associate professor. His primary research interests are in the study of intelligence, learning and recognition and their applications to a wide spectrum of tasks which involves text data (social media), time series data, multimedia data, social network data, bioinformatics data, etc.
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):
Education/Academic qualification
Master of Philosophy, The Chinese University of Hong Kong
Doctor of Philosophy, The Chinese University of Hong Kong
Bachelor of Science, The University of Manitoba
Keywords
- QA75 Electronic computers. Computer science
- Artificial Intelligence
- Machine Learning
- Big Data
- Multimedia
Fingerprint
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Collaborations and top research areas from the last five years
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Research output
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Denoising-Aware Contrastive Learning for Noisy Time Series
Zhou, S., Zha, D., Shen, X., Huang, X., Zhang, R. & Chung, K., Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 5644-5652 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Open-world electrocardiogram classification via domain knowledge-driven contrastive learning
Zhou, S., Huang, X., Liu, N., Zhang, W., Zhang, Y. T. & Chung, F. L., Nov 2024, In: Neural Networks. 179, p. 1-16 106551.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus) -
Geo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics
Luo, Y., Leong, C. T., Jiao , S., Chung, F. L. K., Li, W. & Liu, G., 10 Apr 2023, In: ACM Transactions on Spatial Algorithms and Systems. 9, 2, p. 1-25 10.Research output: Journal article publication › Journal article › Academic research › peer-review
3 Citations (Scopus) -
Improving Generalizability of Graph Anomaly Detection Models Via Data Augmentation
Zhou, S., Huang, X., Liu, N., Zhou, H., Chung, F. L. & Huang, L. K., 1 Dec 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 12, p. 12721-12735 15 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access16 Citations (Scopus) -
Unseen Anomaly Detection on Networks via Multi-Hpersphere Learning
Zhou, S., Huang, X., Liu, N., Tan, Q. & Chung, F.-L., Apr 2022, SIAM International Conference on Data Mining (SDM22). p. 262-270 (SIAM International Conference on Data Mining).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access
Prizes
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Best Student Paper Award
Liu, Y. (Recipient) & Chung, F. L. K. (Recipient), Dec 2010
Prize: Prize (research)
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Higher Education Outstanding Scientific Research Output Awards (Science and Technology) 2017 - Second-class Award in Natural Science
Chung, F. L. K. (Recipient), Apr 2018
Prize: Prize (research)
Activities
- 9 Organizer / committee member
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IEEE International Conference on Data Mining
Chung, F. L. K. (Member of programme committee)
8 Nov 2019 → 11 Nov 2019Activity: Participating in or organising an event › Organizer / committee member
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SIAM International Conference on Data Mining (SDM19)
Chung, F. L. K. (Member of programme committee)
2 May 2019 → 4 May 2019Activity: Participating in or organising an event › Organizer / committee member
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28th International Joint Conference on Artificial Intelligence, IJCAI 2019
Chung, F. L. K. (Member of programme committee)
10 Aug 2019 → 16 Aug 2019Activity: Participating in or organising an event › Organizer / committee member
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18th IEEE International Conference on Data Mining, ICDM 2018
Chung, F. L. K. (Member of programme committee)
17 Nov 2018 → 20 Nov 2018Activity: Participating in or organising an event › Organizer / committee member
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SIAM International Conference on Data Mining (SDM18)
Chung, F. L. K. (Member of programme committee)
3 May 2018 → 5 May 2018Activity: Participating in or organising an event › Organizer / committee member