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Mingcai Chen
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Year
Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation
Y Du, H Yang, M Chen, H Luo, J Jiang, Y Xin, C Wang
Machine Learning 113 (6), 3611-3631, 2024
382024
Semi-supervised learning with multi-head co-training
M Chen, Y Du, Y Zhang, S Qian, C Wang
Proceedings of the AAAI conference on artificial intelligence 36 (6), 6278-6286, 2022
332022
Two wrongs don’t make a right: Combating confirmation bias in learning with label noise
M Chen, H Cheng, Y Du, M Xu, W Jiang, C Wang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14765 …, 2023
272023
Read: Aggregating reconstruction error into out-of-distribution detection
W Jiang, Y Ge, H Cheng, M Chen, S Feng, C Wang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14910 …, 2023
172023
Dos: Diverse outlier sampling for out-of-distribution detection
W Jiang, H Cheng, M Chen, C Wang, H Wei
arXiv preprint arXiv:2306.02031, 2023
142023
SSCpred: single-sequence-based protein contact prediction using deep fully convolutional network
MC Chen, Y Li, YH Zhu, F Ge, DJ Yu
Journal of chemical information and modeling 60 (6), 3295-3303, 2020
102020
Learning with noisy labels over imbalanced subpopulations
M Chen, Y Zhao, B He, Z Han, J Huang, B Wu, J Yao
IEEE Transactions on Neural Networks and Learning Systems, 2024
62024
Spatial-temporal graph convolutional gated recurrent network for traffic forecasting
L Zhao, M Chen, Y Du, H Yang, C Wang
arXiv preprint arXiv:2210.02737, 2022
52022
A noisy-label-learning formulation for immune repertoire classification and disease-associated immune receptor sequence identification
M Chen, Y Zhao, Z Wang, B He, J Yao
Proceedings of the Thirty-Second International Joint Conference on …, 2023
32023
Multi-source fully test-time adaptation
Y Du, S Luo, Y Xin, M Chen, S Feng, M Zhang, C Wang
Neural Networks 181, 106661, 2025
12025
Multi-head co-training: An uncertainty-aware and robust semi-supervised learning framework
M Chen, C Wang
Knowledge-Based Systems 302, 112325, 2024
12024
CESED: Exploiting Hyperspherical Predefined Evenly-Distributed Class Centroids for OOD Detection
S Feng, W Jiang, M Chen, Y Du, H Cheng, Y Ge, C Wang
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
12023
CopGAT: Co-propagation Self-supervised Graph Attention Network
B Zhang, M Xu, M Chen, M Chen, C Wang
2022 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2022
12022
LaplaceConfidence: A graph-based approach for learning with noisy labels
M Chen, Y Du, W Tang, B Zhang, C Wang
Intelligent Data Analysis, 1-17, 2023
2023
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Articles 1–14