Chuanxing Geng

46 papers A* 9A 1Journal 35Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Dense States: Elevating Sparse Transcoders to Active Operators for Latent Reasoning. CoRR Yadong Wang, Haodong Chen, Yu Tian, Chuanxing Geng, Dong Liang, Xiang Chen
2026	J	`jnl`	Embracing the Power of Known Class Bias in Open Set Recognition From a Reconstruction Perspective. IEEE Trans. Image Process. Heyang Sun, Chuanxing Geng, Songcan Chen
2026	J	`jnl`	Filter, Obstruct, and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning. IEEE Trans. Inf. Forensics Secur. Xinrui Wang, Wenhai Wan, Xiang Li, Chuanxing Geng, Shao-Yuan Li, Songcan Chen
2026	J	`jnl`	Full-spectrum prompt tuning with sparse MoE for open-set recognition. Neural Networks Yifei Xie, Chuanxing Geng, Yahao Hu, Man Chen, Jun Chen, Zhisong Pan
2026	J	`jnl`	Prototype-guided diffusion alignment for few-shot unsupervised domain adaptation. Sci. China Inf. Sci. Heyang Sun, Chuanxing Geng, Songcan Chen
2026	A*	`conf`	Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion. AAAI Dong Zhao, Yadong Wang, Xiang Chen, Chenxi Wang, Hongliang Dai, Chuanxing Geng, Shengzhong Zhang, Shaoyuan Li, Sheng-Jun Huang
2026	J	`jnl`	Visual wings for textual prompts: infusing textual prompts with visual features for open-set recognition. Frontiers Comput. Sci. Yifei Xie, Chuanxing Geng, Zhisong Pan
2025	J	`jnl`	All-Around Neural Collapse for Imbalanced Classification. IEEE Trans. Knowl. Data Eng. Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan Chen
2025	A	`conf`	Beyond Myopia: Enhancing Few-Shot Open-Set Recognition via Hyperopia Distillation. ECAI Chuanxing Geng, Xiangshu Ding, Songcan Chen, Pong C. Yuen
2025	J	`jnl`	Class-aware Universum Inspired re-balance learning for long-tailed recognition. Pattern Recognit. Enhao Zhang, Chuanxing Geng, Songcan Chen
2025	A*	`conf`	DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation. IJCAI Shiji Zhao, Shao-Yuan Li, Chuanxing Geng, Sheng-Jun Huang, Songcan Chen
2025	—	`conf`	Equiangular Aligned Dual Prompt Learning for Open-Set Recognition. ICIC (9) Qifei Li, Enhao Zhang, Dong Liang, Chuanxing Geng
2025	J	`jnl`	Explicit View-Labels Matter: A Multifacet Complementarity Study of Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Chuanxing Geng, Aiyang Han, Songcan Chen
2025	J	`jnl`	Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning. CoRR Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen
2025	A*	`conf`	LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data. IJCAI Chuanxing Geng, Qifei Li, Xinrui Wang, Dong Liang, Songcan Chen, Pong C. Yuen
2025	J	`jnl`	LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data. CoRR Chuanxing Geng, Qifei Li, Xinrui Wang, Dong Liang, Songcan Chen, Pong C. Yuen
2025	J	`jnl`	Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey. CoRR Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen
2025	J	`jnl`	Reflect then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion. CoRR Dong Zhao, Yadong Wang, Xiang Chen, Chenxi Wang, Hongliang Dai, Chuanxing Geng, Shengzhong Zhang, Shaoyuan Li, Sheng-Jun Huang
2025	J	`jnl`	ULFine: Unbiased Lightweight Fine-tuning for Foundation-Model-Assisted Long-Tailed Semi-Supervised Learning. CoRR Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan Chen
2025	A*	`conf`	Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition. AAAI Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen
2024	A*	`conf`	All Beings Are Equal in Open Set Recognition. AAAI Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen
2024	J	`jnl`	All Beings Are Equal in Open Set Recognition. CoRR Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen
2024	J	`jnl`	All-around Neural Collapse for Imbalanced Classification. CoRR Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan Chen
2024	J	`jnl`	Dynamic Against Dynamic: An Open-set Self-learning Framework. CoRR Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen
2024	J	`jnl`	Dynamic Learnable Logit Adjustment for Long-Tailed Visual Recognition. IEEE Trans. Circuits Syst. Video Technol. Enhao Zhang, Chuanxing Geng, Chaohua Li, Songcan Chen
2024	A*	`conf`	Dynamic against Dynamic: An Open-Set Self-Learning Framework. IJCAI Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen
2024	A*	`conf`	Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning. NeurIPS Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shao-Yuan Li, Songcan Chen
2024	J	`jnl`	Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning. CoRR Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen
2024	J	`jnl`	Guest Editorial: Anomaly detection and open-set recognition applications for computer vision. IET Comput. Vis. Hakan Cevikalp, Robi Polikar, Ömer Nezih Gerek, Songcan Chen, Chuanxing Geng
2023	A*	`conf`	Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends. NeurIPS Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen
2023	J	`jnl`	Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends. CoRR Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen
2023	A*	`conf`	Collective Decision for Open Set Recognition (Extended Abstract). ICDE Chuanxing Geng, Songcan Chen
2023	J	`jnl`	Multiplane Convex Proximal Support Vector Machine. IEEE Trans. Neural Networks Learn. Syst. Chuanxing Geng, Songcan Chen
2023	J	`jnl`	Universum-Inspired Supervised Contrastive Learning. IEEE Trans. Image Process. Aiyang Han, Chuanxing Geng, Songcan Chen
2022	J	`jnl`	Class-Aware Universum Inspired Re-Balance Learning for Long-Tailed Recognition. CoRR Enhao Zhang, Chuanxing Geng, Songcan Chen
2022	J	`jnl`	Collective Decision for Open Set Recognition. IEEE Trans. Knowl. Data Eng. Chuanxing Geng, Songcan Chen
2022	J	`jnl`	View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering. CoRR Chuanxing Geng, Aiyang Han, Songcan Chen
2021	J	`jnl`	A comprehensive perspective of contrastive self-supervised learning. Frontiers Comput. Sci. Songcan Chen, Chuanxing Geng
2021	J	`jnl`	Recent Advances in Open Set Recognition: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Chuanxing Geng, Sheng-Jun Huang, Songcan Chen
2020	J	`jnl`	A Multi-view Perspective of Self-supervised Learning. CoRR Chuanxing Geng, Zhenghao Tan, Songcan Chen
2020	J	`jnl`	Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes. Pattern Recognit. Chuanxing Geng, Lue Tao, Songcan Chen
2020	J	`jnl`	Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection. CoRR Weikai Li, Chuanxing Geng, Songcan Chen
2019	J	`jnl`	Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning. CoRR Chuanxing Geng, Lue Tao, Songcan Chen
2018	J	`jnl`	Hierarchical Dirichlet Process-based Open Set Recognition. CoRR Chuanxing Geng, Songcan Chen
2018	J	`jnl`	Metric Learning-Guided Least Squares Classifier Learning. IEEE Trans. Neural Networks Learn. Syst. Chuanxing Geng, Songcan Chen
2018	J	`jnl`	Recent Advances in Open Set Recognition: A Survey. CoRR Chuanxing Geng, Sheng-Jun Huang, Songcan Chen