| 2026 | AAAI | 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 |
| 2026 | ICPR | Exploiting Open-Set Noise with Adaptive Entropy Enhancement for Learning with Open-World Noisy Data. | Qian Luo, Chuanxing Geng |
| 2025 | AAAI | Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition. | Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen |
| 2025 | ECAI | Beyond Myopia: Enhancing Few-Shot Open-Set Recognition via Hyperopia Distillation. | Chuanxing Geng, Xiangshu Ding, Songcan Chen, Pong C. Yuen |
| 2025 | IJCAI | 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 |
| 2025 | IJCAI | 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 |
| 2024 | AAAI | All Beings Are Equal in Open Set Recognition. | Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen |
| 2024 | IJCAI | Dynamic against Dynamic: An Open-Set Self-Learning Framework. | Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen |
| 2023 | ICDE | Collective Decision for Open Set Recognition (Extended Abstract). | Chuanxing Geng, Songcan Chen |