Personal profile
Author IDs
ORCID iD: 0000-0001-8273-9527
Biography
I am a (2019-2023) Ph.D. student in the Department of Computer Science, City University of Hong Kong (CityU). The Supervisor is Dr. HOU Junhui and the mentor is Dr. WONG Hau San.
My research interests include Machine Learning, Graph Neural Networks, Subspace Clustering, and Domain Adaptation in Image/Text/Graph Processing with Unsupervised Learning.
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Collaborations from the last five years
Research output
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Deep Attention-guided Graph Clustering with Dual Self-supervision
Peng, Z., Liu, H., Jia, Y. & Hou, J., Jul 2023, In: IEEE Transactions on Circuits and Systems for Video Technology. 33, 7, p. 3296-3307 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
43 Link opens in a new tab Citations (Scopus) -
EGRC-Net: Embedding-induced Graph Refinement Clustering Network
Peng, Z., Liu, H., Jia, Y. & Hou, J., 2023, In: IEEE Transactions on Image Processing. 32, p. 6457-6468Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
20 Link opens in a new tab Citations (Scopus) -
Adaptive Attribute and Structure Subspace Clustering Network
Peng, Z., Liu, H., Jia, Y. & Hou, J., 2022, In: IEEE Transactions on Image Processing. 31, p. 3430-3439 10 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
49 Link opens in a new tab Citations (Scopus) -
Maximum Entropy Subspace Clustering Network
Peng, Z., Jia, Y., Liu, H., Hou, J. & Zhang, Q., Apr 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 4, p. 2199-2210Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
39 Link opens in a new tab Citations (Scopus) -
Attention-driven Graph Clustering Network
Peng, Z., Liu, H., Jia, Y. & Hou, J., 2021, MM '21: Proceedings of the 29th ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 935–943 (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
151 Link opens in a new tab Citations (Scopus)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non UGC-funded students)
PENG, Z. (Recipient), 16 Aug 2021
Prize: RGC 64B - Prizes and awards
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Institutional Research Tuition Scholarship
PENG, Z. (Recipient), 1 Sept 2022
Prize: RGC 64B - Prizes and awards
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Institutional Research Tuition Scholarship
PENG, Z. (Recipient), 1 Sept 2021
Prize: RGC 64B - Prizes and awards
Activities
- 7 Publication peer-review
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IEEE Transactions on Circuits and Systems for Video Technology (Journal)
PENG, Z. (Reviewer)
10 Jul 2022Activity: Publication peer-review and editorial work (RGC: 61) › Publication peer-review
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2022 IEEE International Conference on Visual Communications and Image Processing (VCIP 2022) (Event)
PENG, Z. (Reviewer)
24 Jun 2022Activity: Publication peer-review and editorial work (RGC: 61) › Publication peer-review
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IEEE/CAA Journal of Automatica Sinica (Journal)
PENG, Z. (Reviewer)
19 Jun 2022Activity: Publication peer-review and editorial work (RGC: 61) › Publication peer-review
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2022 IEEE International Conference on Multimedia and Expo (ICME 2022) (Event)
PENG, Z. (Reviewer)
1 Feb 2022Activity: Publication peer-review and editorial work (RGC: 61) › Publication peer-review
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2021 IEEE International Conference on Visual Communications and Image Processing (VCIP 2021) (Event)
PENG, Z. (Reviewer)
11 Jul 2021Activity: Publication peer-review and editorial work (RGC: 61) › Publication peer-review
Thesis
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Adaptive Representation Learning in Unsupervised Deep Graph Clustering
PENG, Z. (Author), HOU, J. (Supervisor), 4 Sept 2023Student thesis: Doctoral Thesis