Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-3907-6550
Scopus Author ID: 57194597848
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 4 Quality Education
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Collaborations from the last five years
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Research output
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DiCaP: Distribution-Calibrated Pseudo-labeling for Semi-Supervised Multi-Label Learning
Han, B., Li, Z., Wang, X., Hou, Y., Liu, H., Hou, J. & Jia, Y., 2026, Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 40. p. 21540-21548 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
ESMC: MLLM-Based Embedding Selection for Explainable Multiple Clustering
Wang, X., Jia, Y., Liu, H. & Hou, J., 2026, Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 40. p. 26588-26596 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Graph-based Clustering Revisited: A Relaxation of Kernel k-Means Perspective
Lyu, W., Jia, Y., Liu, H. & Hou, J., 2026, In: Journal of Machine Learning Research. 27, p. 1-44 131.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Downloads (CityUHK Scholars) -
Towards Better IncomLDL: We Are Unaware of Hidden Labels in Advance
Jiang, J. (Co-first Author), Tang, J. (Co-first Author), Jiang, J., Liu, H., Hou, J. & Jia, Y., 2026, Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). Association for the Advancement of Artificial Intelligence, p. 22318-22326 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 27).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Generalization Performance of Ensemble Clustering: From Theory to Algorithm
Zhang, X., Qiu, H., Liang, W., Liu, H., Hou, J. & Jia, Y., 2025, Proceedings of the 42nd International Conference on Machine Learning. Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K. & Zhu, J. (eds.). PMLR, p. 75901-75927 27 p. (Proceedings of Machine Learning Research; vol. 267).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Thesis
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Modeling and Optimization in Semi-Supervised Low-Rank Representation
JIA, Y. (Author), KWONG, T. W. S. (Supervisor), 2 Nov 2018Student thesis: Doctoral Thesis