Chen, MingCai

12 publications

AAAI 2025 Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification Baoming Zhang, Mingcai Chen, Jianqing Song, Shuangjie Li, Jie Zhang, Chongjun Wang

AAAI 2025 Robust Logit Adjustment for Learning with Long-Tailed Noisy Data Mingcai Chen, Yuntao Du, Wenyu Jiang, Baoming Zhang, Shuai Feng, Yi Xin, Chongjun Wang

ICML 2025 Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data Mingcai Chen, Baoming Zhang, Zongbo Han, Wenyu Jiang, Yanmeng Wang, Shuai Feng, Yuntao Du., Bingkun Bao

ICLR 2024 DOS: Diverse Outlier Sampling for Out-of-Distribution Detection Wenyu Jiang, Hao Cheng, MingCai Chen, Chongjun Wang, Hongxin Wei

MLJ 2024 Generation, Augmentation, and Alignment: A Pseudo-Source Domain Based Method for Source-Free Domain Adaptation Yuntao Du, Haiyang Yang, Mingcai Chen, Hongtao Luo, Juan Jiang, Yi Xin, Chongjun Wang

ICLRW 2024 Multi-Source Fully Test-Time Adaptation Yuntao Du., Siqi Luo, Yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang

NeurIPS 2024 V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark Yi Xin, Siqi Luo, Xuyang Liu, Yuntao Du, Haodi Zhou, Xinyu Cheng, Christina Lee, Junlong Du, Haozhe Wang, Mingcai Chen, Ting Liu, Guimin Hu, Zhongwei Wan, Rongchao Zhang, Aoxue Li, Mingyang Yi, Xiaohong Liu

IJCAI 2023 A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification Mingcai Chen, Yu Zhao, Zhonghuang Wang, Bing He, Jianhua Yao

TMLR 2023 Bidirectional View Based Consistency Regularization for Semi-Supervised Domain Adaptation Yuntao Du, 娟江, Hongtao Luo, Haiyang Yang, MingCai Chen, Chongjun Wang

AAAI 2023 READ: Aggregating Reconstruction Error into Out-of-Distribution Detection Wenyu Jiang, Yuxin Ge, Hao Cheng, Mingcai Chen, Shuai Feng, Chongjun Wang

AAAI 2023 Two Wrongs Don't Make a Right: Combating Confirmation Bias in Learning with Label Noise Mingcai Chen, Hao Cheng, Yuntao Du, Ming Xu, Wenyu Jiang, Chongjun Wang

AAAI 2022 Semi-Supervised Learning with Multi-Head Co-Training Mingcai Chen, Yuntao Du, Yi Zhang, Shuwei Qian, Chongjun Wang