Han

Han Yang

楊晗

Ph.D. Student

The Chinese University of Hong Kong

Email: hyang [at] cse (dot) cuhk (dot) edu (dot) hk

Office: Room 116, Ho Sin-Hang Engineering Building, CUHK

I am a Ph.D. student in the Department of Computer Science & Engineering at The Chinese University of Hong Kong, advised by Prof. James Cheng. Before coming to CUHK, I obtained my B.Eng. degree in 2019 from Qiushi Science Class, Chu Kochen Honors College, Department of Computer Science & Technology, at Zhejiang University.

Publications

  • Rethinking Graph Regularization for Graph Neural Networks

    Han Yang, Kaili Ma and James Cheng.

    AAAI Conference on Artificial Intelligence (AAAI) 2021.

    [arXiv] [code]

  • Self-Enhanced GNN: Improving Graph Neural Networks using Model Outputs

    Han Yang, Xiao Yan, Xinyan Dai, Yongqiang Chen and James Cheng.

    International Joint Conference on Neural Networks (IJCNN) 2021.

    [arXiv] [code]

  • Improving Graph Representation Learning by Contrastive Regularization

    Kaili Ma, Haochen Yang, Han Yang, Tatiana Jin, Pengfei Chen, Yongqiang Chen, Barakeel Fanseu Kamhoua, James Cheng.

    Manuscript 2021.

    [arXiv]

  • Convolutional Embedding for Edit Distance

    Xinyan Dai, Xiao Yan, Kaiwen Zhou, Yuxuan Wang, Han Yang and James Cheng.

    International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2020.

    [arXiv] [code]

  • Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

    Xinyan Dai, Xiao Yan, Kaiwen Zhou, Han Yang, Kelvin K. W. Ng, James Cheng and Fan Yu.

    Manuscript 2019.

    [arXiv] [code]