Yangbin Chen
- dongyiwu92 [AT] gmail [DOT] com -

Publication

Journal Articles

  • Wide‐Bandwidth Nanocomposite‐Sensor Integrated Smart Mask for Tracking Multiphase Respiratory Activities [paper]
    Yao Suo, Yifan Liu, Cong Wu, Meng Chen, Qingyun Huang, Yiming Liu, Kuanming Yao, Yangbin Chen, Qiqi Pan, Xiaoyu Chang, Alice Yeuk Lan Leung, Ho‐yin Chan, Guanglie Zhang, Zhengbao Yang, Walid Daoud, Xinyue Li, Vellaisamy AL Roy, Jiangang Shen, Xinge Yu, Jianping Wang, and Wen Jung Li
    In Advanced Science, 2022

  • Multi-task learning for abstractive and extractive summarization [paper] [code]
    Yangbin Chen, Yun Ma, Xudong Mao, and Qing Li
    In Data Science and Engineering, 2019

  • Design and Evaluate Immersive Learning Experience for Massive Open Online Courses (MOOCs) [paper]
    Horace H.S. Ip, Chen Li, Selena Leoni, Yangbin Chen, Ka-Fai Ma, Calvin Hoito Wong, and Qing Li
    In IEEE Transactions on Learning Technologies, 2018

Conference Papers

  • Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation [paper]
    Yangbin Chen and Chunfeng Liang
    In Findings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022

  • Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer [paper]
    Yun Ma, Yangbin Chen, Xudong Mao, and Qing Li
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021

  • A Meta-learning Approach for User-defined Spoken Term Classification with Varying Classes and Examples [paper] [code] [slides]
    Yangbin Chen, Tom Ko, and Jianping Wang
    In Proceedings of Interspeech, 2021

  • MetaMix: Improved Meta-Learning with Interpolation based Consistency Regularization [paper] [slides]
    Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, and Qing Li
    In Proceedings of 25th International Conference on Pattern Recognition (ICPR), 2020

  • An Investigation of Few-Shot Learning in Spoken Term Classification [paper] [code] [slides]
    Yangbin Chen, Tom Ko, Lifeng Shang, Xiao Chen, Xin Jiang, and Qing Li
    In Proceedings of Interspeech, 2020

  • Prototypical Networks for Small Footprint Text-Independent Speaker Verification [paper] [slides]
    Tom Ko, Yangbin Chen, and Qing Li
    In Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

  • Generating Adversarial Examples by Adversarial Networks for Semi-supervised Learning [paper] [slides]
    Yun Ma, Xudong Mao, Yangbin Chen, and Qing Li
    In Proceedings of International Conference on Web Information Systems Engineering (WISE), 2020

  • Mixing Up Real Samples and Adversarial Samples for Semi-supervised Learning [paper] [slides]
    Yun Ma, Xudong Mao, Yangbin Chen, and Qing Li
    In Proceedings of International Joint Conference on Neural Networks (IJCNN), 2020

  • Abstractive Summarization with the Aid of Extractive Summarization [paper] [slides]
    Yangbin Chen, Yun Ma, Xudong Mao, Qing Li
    In Proceedings of Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, 2018

Preprint Papers

  • Virtual Mixup Training for Unsupervised Domain Adaptation [paper] [code]
    Xudong Mao, Yun Ma, Zhenguo Yang, Yangbin Chen, and Qing Li
    In arXiv preprint arXiv:1905.04215, 2019