Zhibin Gu （谷志斌）
About Me
I am Zhibin Gu (谷志斌), currently an Associate Professor (校聘副教授) at Hebei Normal University. Prior to this, I obtained my Ph.D. in Computer Science from Beijing Jiaotong University in June 2024, under the supervision of Prof. Songhe Feng. From 2023 to 2024, I was a visiting student at the Singapore University of Technology and Design, where I worked under the guidance of Prof. Jun Liu. My research interests lie in the fields of machine learning and data mining, with a particular focus on multi-view representation learning, clustering analysis, and weakly-supervised learning. My long-term goal is to develop algorithms and systems that can learn from limited, dynamic, and imperfect real-world data in a manner similar to human learning.
Research Interests
- Machine Learning: multi-view learning, clustering analysis, weakly supervised learning
- Data Mining: graph representation learning, convex and non-convex optimization
News
- [Nov. 2024] I have been invited to review for CVPR 2025.
- [Oct. 2024] I have been invited to review for AISTATS 2025.
- [Sept. 2024] One paper has been accepted by NeurIPS 2024.
- [Aug. 2024] I have been invited to review for ICLR 2025.
- [Jul. 2024] I have been invited to review for ACM SIGKDD 2025 and AAAI 2025.
- [May 2024] One paper has been accepted by ICML 2024.
- [May 2024] One paper has been accepted by ACM SIGKDD 2024.
Publications
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NeurIPS
From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information EnhancementNeural Information Processing Systems (NeurIPS), 2024. -
ICML
EDISON: Enhanced Dictionary-Induced Tensorized Incomplete Multi-View Clustering with Gaussian Error Rank MinimizationInternational Conference on Machine Learning (ICML), 2024. -
ACM SIGKDD
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM SIGKDD), 2024. -
ACM TKDD
NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace ClusteringACM Transactions on Knowledge Discovery from Data (TKDD), 2024. -
APIN
Applied Intelligence (APIN), 2024. -
ACM TKDD
ACM Transactions on Knowledge Discovery from Data (TKDD), 2024. -
ACM TKDD
ACM Transactions on Knowledge Discovery from Data (TKDD), 2024. -
ACM MM
ACM International Conference on Multimedia (ACM MM), 2023. -
APIN
Applied Intelligence (APIN), 2023.
Services
Conference Reviewers
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 International Conference on Learning Representations (ICLR) 2025 International Conference on Artificial Intelligence and Statistics (AISTATS) 2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM SIGKDD) 2024-2025 AAAI Conference on Artificial Intelligence (AAAI) 2025 Annual Conference on Neural Information Processing Systems (NeurIPS) 2024 ACM Multimedia (ACM MM) 2023-2024
Journal Reviewers
IEEE Transactions on Knowledge and Data Engineering (TKDE) IEEE Transactions on Neural Networks and Learning Systems (TNNLS) IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) International Journal of Data Science and Analytics Knowledge-Based Systems (KBS) Applied Intelligenc (APIN) Neurocomputing Multimedia Systems
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