| 2025 | AAAI | Label Noise Correction via Fuzzy Learning Machine. | Jiye Liang, Yixiao Li, Junbiao Cui |
| 2025 | AAAI | Class Semantic Attribute Perception Guided Zero-Shot Learning. | Qin Yue, Junbiao Cui, Jianqing Liang, Liang Bai |
| 2025 | CVPR | Learning Textual Prompts for Open-World Semi-Supervised Learning. | Yuxin Fan, Junbiao Cui, Jiye Liang |
| 2025 | ECAI | Cross-Channel Graph Attention Mechanism for Deep Convolutional Neural Networks. | Kaixuan Yao, Mingxu Zhang, Jiao Zhao, Junbiao Cui, Jiye Liang |
| 2025 | ICML | Human Cognition-Inspired Hierarchical Fuzzy Learning Machine. | Junbiao Cui, Qin Yue, Jianqing Liang, Jiye Liang |
| 2025 | IJCAI | Open-World Semi-Supervised Learning with Class Semantic Correlations. | Yuxin Fan, Junbiao Cui, Jiye Liang, Jianqing Liang |
| 2025 | IJCAI | Uncertainty-guided Graph Contrastive Learning from a Unified Perspective. | Zhiqiang Li, Jie Wang, Jianqing Liang, Junbiao Cui, Xingwang Zhao, Jiye Liang |
| 2023 | ICML | A General Representation Learning Framework with Generalization Performance Guarantees. | Junbiao Cui, Jianqing Liang, Qin Yue, Jiye Liang |
| 2022 | KDD | Dual Bidirectional Graph Convolutional Networks for Zero-shot Node Classification. | Qin Yue, Jiye Liang, Junbiao Cui, Liang Bai |