Chuanxing Geng

According to our database, Chuanxing Geng authored at least 38 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Visual wings for textual prompts: infusing textual prompts with visual features for open-set recognition.

Yifei Xie, Chuanxing Geng, Zhisong Pan

Frontiers Comput. Sci., August, 2026

Beyond Dense States: Elevating Sparse Transcoders to Active Operators for Latent Reasoning.

Yadong Wang, Haodong Chen, Yu Tian, Chuanxing Geng, Dong Liang, Xiang Chen

CoRR, February, 2026

Embracing the Power of Known Class Bias in Open Set Recognition From a Reconstruction Perspective.

Heyang Sun, Chuanxing Geng, Songcan Chen

IEEE Trans. Image Process., 2026

Filter, Obstruct, and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning.

Xinrui Wang, Wenhai Wan, Xiang Li, Chuanxing Geng, Shao-Yuan Li, Songcan Chen

IEEE Trans. Inf. Forensics Secur., 2026

Full-spectrum prompt tuning with sparse MoE for open-set recognition.

Yifei Xie, Chuanxing Geng, Yahao Hu, Man Chen, Jun Chen, Zhisong Pan

Neural Networks, 2026

Prototype-guided diffusion alignment for few-shot unsupervised domain adaptation.

Heyang Sun, Chuanxing Geng, Songcan Chen

Sci. China Inf. Sci., 2026

Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion.

Dong Zhao, Yadong Wang, Xiang Chen, Chenxi Wang, Hongliang Dai, Chuanxing Geng, Shengzhong Zhang, Shaoyuan Li, Sheng-Jun Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

All-Around Neural Collapse for Imbalanced Classification.

Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan Chen

IEEE Trans. Knowl. Data Eng., August, 2025

ULFine: Unbiased Lightweight Fine-tuning for Foundation-Model-Assisted Long-Tailed Semi-Supervised Learning.

Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan Chen

CoRR, May, 2025

Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey.

Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen

CoRR, May, 2025

Explicit View-Labels Matter: A Multifacet Complementarity Study of Multi-View Clustering.

Chuanxing Geng, Aiyang Han, Songcan Chen

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning.

Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen

CoRR, February, 2025

Class-aware Universum Inspired re-balance learning for long-tailed recognition.

Enhao Zhang, Chuanxing Geng, Songcan Chen

Pattern Recognit., 2025

DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation.

Shiji Zhao, Shao-Yuan Li, Chuanxing Geng, Sheng-Jun Huang, Songcan Chen

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data.

Chuanxing Geng, Qifei Li, Xinrui Wang, Dong Liang, Songcan Chen, Pong C. Yuen

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Equiangular Aligned Dual Prompt Learning for Open-Set Recognition.

Qifei Li, Enhao Zhang, Dong Liang, Chuanxing Geng

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Beyond Myopia: Enhancing Few-Shot Open-Set Recognition via Hyperopia Distillation.

Chuanxing Geng, Xiangshu Ding, Songcan Chen, Pong C. Yuen

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition.

Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Dynamic Learnable Logit Adjustment for Long-Tailed Visual Recognition.

Enhao Zhang, Chuanxing Geng, Chaohua Li, Songcan Chen

IEEE Trans. Circuits Syst. Video Technol., September, 2024

Guest Editorial: Anomaly detection and open-set recognition applications for computer vision.

Hakan Cevikalp, Robi Polikar, Ömer Nezih Gerek, Songcan Chen, Chuanxing Geng

IET Comput. Vis., 2024

Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning.

Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen

CoRR, 2024

Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning.

Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shao-Yuan Li, Songcan Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Dynamic against Dynamic: An Open-Set Self-Learning Framework.

Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

All Beings Are Equal in Open Set Recognition.

Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multiplane Convex Proximal Support Vector Machine.

Chuanxing Geng, Songcan Chen

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Universum-Inspired Supervised Contrastive Learning.

Aiyang Han, Chuanxing Geng, Songcan Chen

IEEE Trans. Image Process., 2023

Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends.

Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Collective Decision for Open Set Recognition (Extended Abstract).

Chuanxing Geng, Songcan Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Collective Decision for Open Set Recognition.

Chuanxing Geng, Songcan Chen

IEEE Trans. Knowl. Data Eng., 2022

View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering.

Chuanxing Geng, Aiyang Han, Songcan Chen

CoRR, 2022

2021

Recent Advances in Open Set Recognition: A Survey.

Chuanxing Geng, Sheng-Jun Huang, Songcan Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A comprehensive perspective of contrastive self-supervised learning.

Songcan Chen, Chuanxing Geng

Frontiers Comput. Sci., 2021

2020

Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes.

Chuanxing Geng, Lue Tao, Songcan Chen

Pattern Recognit., 2020

Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection.

Weikai Li, Chuanxing Geng, Songcan Chen

CoRR, 2020

A Multi-view Perspective of Self-supervised Learning.

Chuanxing Geng, Zhenghao Tan, Songcan Chen

CoRR, 2020

2019

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning.

Chuanxing Geng, Lue Tao, Songcan Chen

CoRR, 2019

2018

Metric Learning-Guided Least Squares Classifier Learning.

Chuanxing Geng, Songcan Chen

IEEE Trans. Neural Networks Learn. Syst., 2018

Hierarchical Dirichlet Process-based Open Set Recognition.

Chuanxing Geng, Songcan Chen

CoRR, 2018