Chenyang Huang

Ph.D. Student. University of Alberta


Hello there,

My name is Chenyang Huang, a Ph.D. student from the University of Alberta. My interests mainly lie in the field of machine learing and its application to natural language process. Currently, I am focusing on the research of parallel generation, where I aim at developping methods with efficient dependency modeling.

selected publications

  1. ACL
    Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
    Puyuan Liu,  Chenyang Huang, and Lili Mou
    ACL 2022
  2. AAAI
    Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision
    Chenyang Huang,¬†Hao Zhou,¬†Osmar R ZańĪŐąane,¬†Lili Mou,¬†and Lei Li
    AAAI 2022
  3. NAACL
    Seq2Emo: A Sequence to Multi-Label Emotion Classification Model
    Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Lili Mou, and Osmar R Zaiane
    NAACL 2021
  4. CIKM
    Simulated Annealing for Emotional Dialogue Systems
    Chengzhang Dong,¬† Chenyang Huang,¬†Osmar ZańĪŐąane,¬†and Lili Mou
    CIKM 2021
  5. ACL
    Optimizing Deeper Transformers on Small Datasets
    Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang,  Chenyang Huang, Jackie Chi Kit Cheung, Simon JD Prince, and Yanshuai Cao
    ACL 2021
    A Globally Normalized Neural Model for Semantic Parsing
    Chenyang Huang,¬†Wei Yang,¬†Yanshuai Cao,¬†Osmar ZańĪŐąane,¬†and Lili Mou
    SPNLP@ACL 2021
  7. PR
    U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection
    Xuebin Qin, Zichen Zhang,  Chenyang Huang, Masood Dehghan, Osmar R Zaiane, and Martin Jagersand
    Pattern Recognition 2020
  8. CVPR
    Basnet: Boundary-Aware Salient Object Detection
    Xuebin Qin, Zichen Zhang,  Chenyang Huang, Chao Gao, Masood Dehghan, and Martin Jagersand
    CVPR 2019
  9. NAACL
    Automatic Dialogue Generation with Expressed Emotions
    Chenyang Huang, Osmar R Zaiane, Amine Trabelsi, and Nouha Dziri
    NAACL 2018