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image processing
Hong Kong SAR China

Biography

I obtained Ph.D. degree in the Department of Computer Science, City University of Hong Kong (CityU)advised by Prof. HOU Junhui. The qualifying panel members are Prof. WONG Hau San and Prof. CHAN Antoni Bert.

My research passion lies at the intersection of brain data analysis, computer vision, and machine learning. My current focus is self-supervised embedding learning, graph structure learning, and multi-agent modeling.

Activities

Employment (1)

Chinese University of Hong Kong: Hong Kong, Hong Kong, CN

2023-11 to 2024-11 | Postdoc Fellow (Electronic Engineering)
Employment
Source: Self-asserted source
Zhihao PENG

Education and qualifications (2)

City University of Hong Kong: HK, HK

Education
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City University of Hong Kong

Guangdong University of Technology: Guangzhou, CN

2012-09-01 to 2019-06-01 | 学士学位/硕士学位 (Computer Science)
Education
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Zhihao PENG

Professional activities (1)

China Computer Federation: Beijing, Guangzhou, CN

2017-07-01 to 2018-07-01 | 副主席 (广东工业大学计算机学生分会)
Invited position
Source: Self-asserted source
Zhihao PENG

Works (11)

Adaptive Graph Learning With Semantic Promotability for Domain Adaptation

IEEE Transactions on Pattern Analysis and Machine Intelligence
2025-03 | Journal article
Contributors: Zefeng Zheng; Shaohua Teng; Luyao Teng; Wei Zhang; NaiQi Wu
Source: check_circle
Crossref

fTSPL: Enhancing Brain Analysis with FMRI-Text Synergistic Prompt Learning

2024 | Book chapter
Contributors: Pengyu Wang; Huaqi Zhang; Zhibin He; Zhihao Peng; Yixuan Yuan
Source: check_circle
Crossref

GBT: Geometric-Oriented Brain Transformer for Autism Diagnosis

2024 | Book chapter
Contributors: Zhihao Peng; Zhibin He; Yu Jiang; Pengyu Wang; Yixuan Yuan
Source: check_circle
Crossref

Hierarchical Graph Learning with Small-World Brain Connectomes for Cognitive Prediction

2024 | Book chapter
Contributors: Yu Jiang; Zhibin He; Zhihao Peng; Yixuan Yuan
Source: check_circle
Crossref

Deep Attention-Guided Graph Clustering With Dual Self-Supervision

IEEE Transactions on Circuits and Systems for Video Technology
2023 | Journal article
Contributors: Peng, Zhihao; Liu, Hui; Jia, Yuheng; Hou, Junhui
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 3)‎

EGRC-Net: Embedding-Induced Graph Refinement Clustering Network

IEEE Transactions on Image Processing
2023 | Journal article
Contributors: Peng, Zhihao; Liu, Hui; Jia, Yuheng; Hou, Junhui
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Adaptive Attribute and Structure Subspace Clustering Network

IEEE Transactions on Image Processing
2022 | Journal article
Contributors: Peng, Zhihao; Liu, Hui; Jia, Yuheng; Hou, Junhui
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Web of Science Researcher Profile Sync
grade
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Maximum Entropy Subspace Clustering Network

IEEE Transactions on Circuits and Systems for Video Technology
2022-04 | Journal article | Author
SOURCE-WORK-ID:

af131c1e-08d3-45c7-938b-ac46b9811129

EID:

2-s2.0-85112160616

Contributors: Zhihao PENG; yuheng jia; Hui Liu; Junhui Hou; Qingfu Zhang
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Attention-driven Graph Clustering Network

ACM Multimedia Conference
2021 | Conference paper
Contributors: Peng, Zhihao; Liu, Hui; Jia, Yuheng; Hou, Junhui
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Web of Science Researcher Profile Sync
grade
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Non-Negative Transfer Learning With Consistent Inter-Domain Distribution

IEEE Signal Processing Letters
2020 | Journal article
Contributors: Peng, Zhihao; Jia, Yuheng; Hou, Junhui
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Active Transfer Learning

IEEE Transactions on Circuits and Systems for Video Technology
2019 | Journal article
Part of ISSN: 1558-2205
Source: Self-asserted source
Zhihao PENG
grade
Preferred source (of 3)‎

Peer review (29 reviews for 9 publications/grants)

Review activity for IEEE transactions on circuits and systems for video technology. (6)
Review activity for IEEE transactions on image processing : (5)
Review activity for IEEE transactions on pattern analysis and machine intelligence. (1)
Review activity for IEEE transactions on systems, man, and cybernetics. (1)
Review activity for IEEE/CAA journal of automatica sinica. (1)
Review activity for Information sciences. (4)
Review activity for Neural networks. (4)
Review activity for Neurocomputing. (4)
Review activity for Pattern recognition. (3)