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Chuanxing Geng
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2020 – today
- 2025
- [j10]Chuanxing Geng
, Aiyang Han, Songcan Chen
Explicit View-Labels Matter: A Multifacet Complementarity Study of Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2520-2532 (2025) - [j9]Enhao Zhang, Chuanxing Geng, Songcan Chen:
Class-aware Universum Inspired re-balance learning for long-tailed recognition. Pattern Recognit. 161: 111337 (2025) - [c6]Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen:
Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition. AAAI 2025: 18227-18235 - [i13]Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen:
Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning. CoRR abs/2502.05755 (2025) - 2024
- [j8]Enhao Zhang
Dynamic Learnable Logit Adjustment for Long-Tailed Visual Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(9): 7986-7997 (2024) - [c5]Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen:
All Beings Are Equal in Open Set Recognition. AAAI 2024: 13446-13454 - [c4]Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen:
Dynamic against Dynamic: An Open-Set Self-Learning Framework. IJCAI 2024: 5307-5315 - [c3]Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shao-Yuan Li, Songcan Chen:
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning. NeurIPS 2024 - [i12]Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen:
All Beings Are Equal in Open Set Recognition. CoRR abs/2401.17654 (2024) - [i11]Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen:
Dynamic Against Dynamic: An Open-set Self-learning Framework. CoRR abs/2404.17830 (2024) - [i10]Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan Chen:
All-around Neural Collapse for Imbalanced Classification. CoRR abs/2408.07253 (2024) - [i9]Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen:
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning. CoRR abs/2409.19245 (2024) - 2023
- [j7]Aiyang Han, Chuanxing Geng
Universum-Inspired Supervised Contrastive Learning. IEEE Trans. Image Process. 32: 4275-4286 (2023) - [j6]Chuanxing Geng
Multiplane Convex Proximal Support Vector Machine. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4918-4931 (2023) - [c2]Chuanxing Geng, Songcan Chen:
Collective Decision for Open Set Recognition (Extended Abstract). ICDE 2023: 3773-3774 - [c1]Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen:
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends. NeurIPS 2023 - [i8]Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen:
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends. CoRR abs/2310.04078 (2023) - 2022
- [j5]Chuanxing Geng
Collective Decision for Open Set Recognition. IEEE Trans. Knowl. Data Eng. 34(1): 192-204 (2022) - [i7]Chuanxing Geng, Aiyang Han, Songcan Chen:
View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering. CoRR abs/2205.02507 (2022) - [i6]Enhao Zhang, Chuanxing Geng, Songcan Chen:
Class-Aware Universum Inspired Re-Balance Learning for Long-Tailed Recognition. CoRR abs/2207.12808 (2022) - 2021
- [j4]Songcan Chen, Chuanxing Geng:
A comprehensive perspective of contrastive self-supervised learning. Frontiers Comput. Sci. 15(4): 154332 (2021) - [j3]Chuanxing Geng
Recent Advances in Open Set Recognition: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3614-3631 (2021) - 2020
- [j2]Chuanxing Geng, Lue Tao, Songcan Chen:
Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes. Pattern Recognit. 102: 107263 (2020) - [i5]Chuanxing Geng, Zhenghao Tan, Songcan Chen:
A Multi-view Perspective of Self-supervised Learning. CoRR abs/2003.00877 (2020) - [i4]Weikai Li, Chuanxing Geng, Songcan Chen:
Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection. CoRR abs/2012.13309 (2020)
2010 – 2019
- 2019
- [i3]Chuanxing Geng, Lue Tao, Songcan Chen:
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning. CoRR abs/1908.03983 (2019) - 2018
- [j1]Chuanxing Geng
Metric Learning-Guided Least Squares Classifier Learning. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6409-6414 (2018) - [i2]Chuanxing Geng, Songcan Chen:
Hierarchical Dirichlet Process-based Open Set Recognition. CoRR abs/1806.11258 (2018) - [i1]Chuanxing Geng, Sheng-Jun Huang, Songcan Chen:
Recent Advances in Open Set Recognition: A Survey. CoRR abs/1811.08581 (2018)
Coauthor Index
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