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Chuanxing Geng
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Recent advances in open set recognition: A survey
C Geng, S Huang, S Chen
IEEE transactions on pattern analysis and machine intelligence 43 (10), 3614 …, 2020
9512020
Collective decision for open set recognition
C Geng, S Chen
IEEE Transactions on Knowledge and Data Engineering 34 (1), 192-204, 2020
602020
Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes
C Geng, L Tao, S Chen
Pattern Recognition 102, 107263, 2020
472020
Leave zero out: Towards a no-cross-validation approach for model selection
W Li, C Geng, S Chen
arXiv preprint arXiv:2012.13309, 2020
162020
Metric learning-guided least squares classifier learning
C Geng, S Chen
IEEE Transactions on Neural Networks and Learning Systems 29 (12), 6409-6414, 2018
142018
Beyond myopia: Learning from positive and unlabeled data through holistic predictive trends
W Xinrui, W Wan, C Geng, SY Li, S Chen
Advances in Neural Information Processing Systems 36, 67589-67602, 2023
122023
Universum-inspired supervised contrastive learning
A Han, C Geng, S Chen
IEEE Transactions on Image Processing 32, 4275-4286, 2023
92023
Multiplane convex proximal support vector machine
C Geng, S Chen
IEEE Transactions on Neural Networks and Learning Systems 34 (8), 4918-4931, 2021
92021
A comprehensive perspective of contrastive self-supervised learning
S Chen, C Geng
Frontiers of Computer Science 15, 1-3, 2021
92021
Convergence analysis of an accelerated expectation‐maximization algorithm for ill‐posed integral equations
C Geng, J Wang
Mathematical Methods in the Applied Sciences 39 (4), 668-675, 2016
52016
Class-aware universum inspired re-balance learning for long-tailed recognition
E Zhang, C Geng, S Chen
Pattern Recognition 161, 111337, 2025
42025
Dynamic learnable logit adjustment for long-tailed visual recognition
E Zhang, C Geng, C Li, S Chen
IEEE Transactions on Circuits and Systems for Video Technology, 2024
22024
All beings are equal in open set recognition
C Li, E Zhang, C Geng, S Chen
Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13446 …, 2024
22024
View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering
C Geng, A Han, S Chen
arXiv preprint arXiv:2205.02507, 2022
22022
A Multi-view Perspective of Self-supervised Learning
C Geng, Z Tan, S Chen
arXiv preprint arXiv:2003.00877, 2020
22020
Hierarchical dirichlet process-based open set recognition
C Geng, S Chen
arXiv preprint arXiv:1806.11258, 2018
22018
Forgetting, ignorance or myopia: Revisiting key challenges in online continual learning
W Xinrui, C Geng, W Wan, SY Li, S Chen
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
12024
Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning
X Wang, C Geng, W Wan, S Li, S Chen
arXiv preprint arXiv:2502.05755, 2025
2025
Explicit View-Labels Matter: A Multifacet Complementarity Study of Multi-View Clustering
C Geng, A Han, S Chen
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
X Wang, C Geng, W Wan, S Li, S Chen
arXiv preprint arXiv:2409.19245, 2024
2024
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