Research output per year
Research output per year
Personal profile
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 Science in Electrical Engineering, Illinois Institute of Technology
Bachelor of Science in Engineering, Shanghai Jiao Tong University
Doctor of Philosophy, Texas A&M University
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Collaborative Parking Vacancy Prediction for Cities With Partial Sensors Missing
Song, B., Zhou, H., Huang, X. & Ma, W., 2024, (Accepted/In press) In: IEEE Transactions on Intelligent Transportation Systems. p. 1-13 13 p.Research output: Journal article publication › Journal article › Academic research › peer-review
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Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation
Wu, X., Zhou, H., Shi, Y., Yao, W., Huang, X. & Liu, N., 13 May 2024, WWW 2024 - Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 3566-3575 10 p. (WWW 2024 - Proceedings of the ACM Web Conference).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
1 Citation (Scopus) -
Graph Contrastive Learning with Personalized Augmentation
Zhang, X., Tan, Q., Huang, X. & Li, B., 2024, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering. p. 1-12 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Citation (Scopus) -
Knowledge-Graph-Driven Mind Mapping for Immersive Collaborative Learning: A Pilot Study in Edu-Metaverse
Jia, Y., Wang, X. E., Sin, Z. P. T., Li, C., Ng, P. H. F., Huang, X., Baciu, G., Cao, J. & Li, Q., 2024, In: IEEE Transactions on Learning Technologies. 17, p. 1834-1848 15 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Large Language Models for Graph Learning
Ding, Y., Fan, W., Huang, X. & Li, Q., 13 May 2024, WWW 2024 Companion - Companion Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 1643-1646 4 p. (WWW 2024 Companion - Companion Proceedings of the ACM Web Conference).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access
Activities
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31st ACM International Conference on Information and Knowledge Management
Huang, X. (Member of programme committee)
23 May 2022 → 20 Jul 2022Activity: Participating in or organising an event › Organizer / committee member
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Thirty-ninth International Conference on Machine Learning
Huang, X. (Member of programme committee)
22 Jan 2022 → 17 Apr 2022Activity: Participating in or organising an event › Organizer / committee member
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28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Huang, X. (Member of programme committee)
20 Feb 2022 → 8 Apr 2022Activity: Participating in or organising an event › Organizer / committee member
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31st International Joint Conference on Artificial Intelligence
Huang, X. (Member of programme committee)
19 Jan 2022 → 1 Apr 2022Activity: Participating in or organising an event › Organizer / committee member
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International Journal of Machine Learning and Cybernetics (Journal)
Huang, X. (Reviewer)
15 Jun 2022 → 31 Jul 2022Activity: Publication peer-review and editorial work › Editorial work for journals