| 2025 | ACL | Maximizing the Effectiveness of Larger BERT Models for Compression. | Wen-Shu Fan, Su Lu, Shangyu Xing, Xin-Chun Li, De-Chuan Zhan |
| 2024 | ECAI | Weight Scope Alignment: A Frustratingly Easy Method for Model Merging. | Yichu Xu, Xin-Chun Li, Le Gan, De-Chuan Zhan |
| 2024 | ICASSP | CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised Learning. | Bowen Tao, Lan Li, Xin-Chun Li, De-Chuan Zhan |
| 2024 | ICML | Revisit the Essence of Distilling Knowledge through Calibration. | Wen-Shu Fan, Su Lu, Xin-Chun Li, De-Chuan Zhan, Le Gan |
| 2024 | ICML | Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation. | Lan Li, Xin-Chun Li, Han-Jia Ye, De-Chuan Zhan |
| 2024 | ICML | MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation. | Bowen Tao, Xin-Chun Li, De-Chuan Zhan |
| 2022 | CVPR | Federated Learning with Position-Aware Neurons. | Xin-Chun Li, Yichu Xu, Shaoming Song, Bingshuai Li, Yinchuan Li, Yunfeng Shao, De-Chuan Zhan |
| 2022 | ICASSP | Exploring Transferability Measures and Domain Selection in Cross-Domain Slot Filling. | Xin-Chun Li, Yan-Jia Wang, Le Gan, De-Chuan Zhan |
| 2022 | Interspeech | Avoid Overfitting User Specific Information in Federated Keyword Spotting. | Xin-Chun Li, Jin-Lin Tang, Shaoming Song, Bingshuai Li, Yinchuan Li, Yunfeng Shao, Le Gan, De-Chuan Zhan |
| 2021 | AAAI | Task Cooperation for Semi-Supervised Few-Shot Learning. | Han-Jia Ye, Xin-Chun Li, De-Chuan Zhan |
| 2021 | KDD | FedRS: Federated Learning with Restricted Softmax for Label Distribution Non-IID Data. | Xin-Chun Li, De-Chuan Zhan |
| 2020 | PAKDD | Towards Understanding Transfer Learning Algorithms Using Meta Transfer Features. | Xin-Chun Li, De-Chuan Zhan, Jia-Qi Yang, Yi Shi, Cheng Hang, Yi Lu |
| 2020 | PAKDD | Bottom-Up and Top-Down Graph Pooling. | Jia-Qi Yang, De-Chuan Zhan, Xin-Chun Li |
| 2019 | IJCAI | Automatic Successive Reinforcement Learning with Multiple Auxiliary Rewards. | Zhao-Yang Fu, De-Chuan Zhan, Xin-Chun Li, Yi-Xing Lu |