| 2026 | AAAI | Test-time Prompt Intervention. | Chenxu Yang, Qingyi Si, Mz Dai, Dingyu Yao, Mingyu Zheng, Minghui Chen, Zheng Lin, Weiping Wang |
| 2026 | ACL | For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs. | Wenlong Deng, Qi Zeng, Jiaming Zhang, Minghui Chen, Zixin Ding, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li |
| 2025 | ICASSP | Meta-MMD Fusion: Enhancing Cross-Subject Motor Imagery Classification. | Minghui Chen, Chao Qu, Jiahui Pan |
| 2025 | ICLR | Can Textual Gradient Work in Federated Learning? | Minghui Chen, Ruinan Jin, Wenlong Deng, Yuanyuan Chen, Zhi Huang, Han Yu, Xiaoxiao Li |
| 2025 | ICLR | DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models. | Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis |
| 2025 | IJCAI | Categorical Attention: Fine-grained Language-guided Noise Filtering Network for Occluded Person Re-Identification. | Minghui Chen, Dayan Wu, Chenxu Yang, Qinghang Su, Zheng Lin |
| 2025 | TrustCom | LASEFlow: A Label-Aware Security Enhancement Framework for Serverless Workflows. | Minghui Chen, Keming Wang, Chenlin Huang, Fengyuan Yu, Renyu Yang, Hua Cheng, Mantun Chen |
| 2024 | MICCAI | Debiased Noise Editing on Foundation Models for Fair Medical Image Classification. | Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li |
| 2023 | MICCAI | FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. | Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li |
| 2022 | AAAI | VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization. | Minghui Chen, Cheng Wen, Feng Zheng, Fengxiang He, Ling Shao |
| 2022 | ICIP | End-To-End Depth Map Compression Framework Via Rgb-To-Depth Structure Priors Learning. | Minghui Chen, Pingping Zhang, Zhuo Chen, Yun Zhang, Xu Wang, Sam Kwong |
| 2017 | VINCI | A radviz-based visualization for understanding fuzzy clustering results. | Fangfang Zhou, Minghui Chen, Zeyu Wang, Feng Luo, Xiaobo Luo, Wei Huang, Yi Chen, Ying Zhao |