Data & Code

2020

• Sep 26Guang Shen, Riwei Lai, Rui Chen, Yu Zhang, Kejia Zhang, Qilong Han and Hongtao Song. WISE: Word-Level Interaction-based Multimodal Fusion for Speech Emotion Recognition. In: Proceedings of the 21st Annual Conference of the International Speech Communication Association (InterSpeech), Shanghai, China, 2020.
• Aug 01Qiang Yang, Yu Zhang, Wenyuan Dai, and Sinno Jialin Pan. Transfer Learning. Cambridge University Press, ISBN 9781107016903, 2020. (A Chinese Translation has been published by China Machine Press with ISBN 9787111661283.)
• Jun 13Qiao Xiao and Yu Zhang. Distant Transfer Learning via Deep Random Walk. arXiv:2006.07622, 2020.
• May 07Yinghua Zhang, Yu Zhang, Ying Wei, Kun Bai, Yangqiu Song, Qiang Yang. Fisher Deep Domain Adaptation. In: Proceedings of SIAM International Conference on Data Mining (SDM), pp. 469-477, Cincinnati, Ohio, USA, 2020.
• Apr 24Shuangyin Li, Yu Zhang, Rong Pan, Kaixiang Mo. Adaptive Probabilistic Word Embedding. In: Proceedings of the Web Conference (formerly known as WWW), pp. 651-661, Taipei, 2020.
• Feb 12Pengxin Guo, Chang Deng, Linjie Xu, Xiaonan Huang, and Yu Zhang. Deep Multi-Task Augmented Feature Learning via Hierarchical Graph Neural Network. arXiv:2002.04813, 2020.
• Feb 12Yi Zhang, Yu Zhang, and Wei Wang. Deep Multi-Task Learning via Generalized Tensor Trace Norm. arXiv:2002.04799, 2020.
• Feb 12Sicong Liang and Yu Zhang. A Simple General Approach to Balance Task Difficulty in Multi-Task Learning. arXiv:2002.04792, 2020.
• Jan 09Yuan Yao, Yu Zhang, Xutao Li, and Yunming Ye. Discriminative Distribution Alignment: A Unified Framework for Heterogeneous Domain Adaptation. Pattern Recognition (PR), 101: article 107165, 2020.