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MixBoost: Improving the Robustness of Deep Neural Networks by Boosting Data Augmentation


Dec 08, 2022
Zhendong Liu, Wenyu Jiang, Min guo, Chongjun Wang

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* 10 pages, 7 figures 

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Spatial-Temporal Graph Convolutional Gated Recurrent Network for Traffic Forecasting


Oct 06, 2022
Le Zhao, Mingcai Chen, Yuntao Du, Haiyang Yang, Chongjun Wang

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Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models


Jun 22, 2022
Liu Zhendong, Wenyu Jiang, Yi Zhang, Chongjun Wang

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* Submitted for ECML-PKDD 2022 but not accepted 

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READ: Aggregating Reconstruction Error into Out-of-distribution Detection


Jun 15, 2022
Wenyu Jiang, Hao Cheng, Mingcai Chen, Shuai Feng, Yuxin Ge, Chongjun Wang

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Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation


Mar 18, 2022
Changfeng Ma, Yang Yang, Jie Guo, Chongjun Wang, Yanwen Guo

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Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition


Jan 15, 2022
Yi Zhang, Mingyuan Chen, Jundong Shen, Chongjun Wang

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* To be published in AAAI 2022 

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Two Wrongs Don't Make a Right: Combating Confirmation Bias in Learning with Label Noise


Dec 06, 2021
Mingcai Chen, Hao Cheng, Yuntao Du, Ming Xu, Wenyu Jiang, Chongjun Wang

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Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation


Sep 09, 2021
Yuntao Du, Haiyang Yang, Mingcai Chen, Juan Jiang, Hongtao Luo, Chongjun Wang

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* Submitted to AAAI 2022 

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AdaRNN: Adaptive Learning and Forecasting of Time Series


Aug 11, 2021
Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Pan, Tao Qin, Renjun Xu, Chongjun Wang

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* Accepted by CIKM 2021 as a full paper; 10 pages; code at: https://github.com/jindongwang/transferlearning/tree/master/code/deep/adarnn 

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Semi-Supervised Learning with Multi-Head Co-Training


Jul 10, 2021
Mingcai Chen, Yuntao Du, Yi Zhang, Shuwei Qian, Chongjun Wang

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