Research output per year
Research output per year
Personal profile
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
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Research output
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AliBoost: Ecological Boosting Framework in Alibaba Platform
Shen, Q., Bei, Y., Huang, Z., Zhu, J., Xu, K., Du, B., Tang, J., Jiang, Y., Huang, F., Huang, X. & Chen, H., 3 Aug 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4827-4838 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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E2CNN: entity-type-enriched cascaded neural network for Chinese financial relation extraction
Li, M., Shi, X., Qiao, C., Huang, X., Wang, W., Wan, Y., Zhang, T. & Jin, H., Oct 2025, In: Frontiers of Computer Science. 19, 10, 1910352.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Citation (Scopus) -
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
Hong, Z., Yuan, Z., Zhang, Q., Chen, H., Dong, J., Huang, F. & Huang, X., 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 12, p. 7328-7345 18 p.Research output: Journal article publication › Review article › Academic research › peer-review
2 Citations (Scopus) -
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
Zhou, C., Wang, Z., Chen, S., Du, J., Zheng, Q., Xu, Z. & Huang, X., Jul 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 3463-3474 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access -
Text-Attributed Graph Learning with Coupled Augmentations
Zhou, C., Du, J., Zhou, H., Chen, H., Huang, F. & Huang, X., Jan 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 10865-10876 12 p. (Proceedings - International Conference on Computational Linguistics, COLING).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
2 Citations (Scopus)
Activities
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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
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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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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 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-sixth Conference on Neural Information Processing Systems
Huang, X. (Member of programme committee)
27 May 2022 → 19 Aug 2022Activity: Participating in or organising an event › Organizer / committee member