Chang Ma

Undergraduate, Peking University

changma [AT] pku.edu.cn

Bio

I am a senior undergraduate at the department of Machine Intelligence at Peking University. My main research interest is in representation learning, along with interests in natural language processing and computational biology. I am passionate about developing new computational methods to study applicational problems, as well as improving the generalization ability of deep learning.

I am now a research assistant at Sigma Lab, Peking University, supervised by Prof.Zhihong Deng. I have also worked with Dr.Luu Anh Tuan and Dr.Jian Tang on many exciting projects. In 2022 fall, I will join the HKUNLP Lab as a Ph.D student, co-advised by Dr.Lingpeng Kong and Dr.Tao Yu.

Publications

Most recent publications on Google Scholar.
indicates equal contribution.

Domain Adaptation via Mutual Information Maximization

Haiteng Zhao, Chang Ma, Qinyu Chen, Zhihong Deng

Preprint

Switch-GPT: an effective method for constrained text generation under few-shot settings

Chang Ma*, Song Zhang*, Gehui Shen, Zhihong Deng

AAAI Student Abstract 2021

Domain Adaptation via Mutual Information Maximization

Haiteng Zhao, Chang Ma, Qinyu Chen, Zhihong Deng

Preprint

Switch-GPT: an effective method for constrained text generation under few-shot settings

Chang Ma*, Song Zhang*, Gehui Shen, Zhihong Deng

AAAI Student Abstract 2021

Talks & Projects

Protein Ligand Docking
Predicting Complex Conformations with Deep Learning Energy Function
TorchProtein
Multi-task Learning For Protein Representations
Doorway Effect CTM
Talk at IJTCS
Protein Ligand Docking
Predicting Complex Conformations with Deep Learning Energy Function
TorchProtein
Multi-task Learning For Protein Representations
RNN Optimization
Will RNN Gradients Explode?
Doorway Effect CTM
Talk at IJTCS

Vitæ

Full Resume in PDF.

  • HongKong University Sep 2022 -
    Ph.D. Student
    CS, NLP
  • Microsoft Nov 2021 -
    Software Engineer Research Intern
    Bing Advertisement Group, NLP
  • MILA Jan-Oct 2021
    Research Intern
    DeepGraph Group, Computational Biology
  • Nanyang Technological University June-Nov 2021
    Research Intern
    NAIL Group, NLP
  • Peking University July 2019 - July 2022
    Research Assistant
    Sigma Lab, Department of Machine Intelligence
  • Peking University Sep 2018 - July 2022
    B.Sc. Student
    Machine Intelligence
Thanks to Martin Saveski for the website template.