Kefan Chen

kc2039@hw.ac.uk

This pic was taken many years ago when I still young

About me...

Hello, I am currently a Postgraduate Research Student at Heriot-Watt University supervised by Prof. Lynne Baillie and Dr. Wei Pang, focusing on Explainable AI, AI fairness, and Human-Computer Interaction. I graduated with a Bachelor's degree in Electronic Information Science and Technology from The Sichuan University of Science and Engineering in 2018. And in 2019, I got a Master's degree of Artificial Intelligence from the University of Aberdeen, with distinction. Following my graduation, I gained valuable industry experience, served in a game development company and a software company's research lab for two and a half years. After that, I received a full scholarship and start to pursue my Ph.D.

My personal interests are mostly around game development and AI algorithm research. While I may not have any significant achievements yet, my passion for these fields remains existing. Recently, I want to learning to play the piano, but does this seem like I'm not very focused on my research?

Publications

  1. Communicating Complex Decisions in Robot-Assisted Therapy

    Bettosi, Carl , Chen, Kefan , Shah, Ryan , Baillie, Lynne

    2023, SARs: TMI Workshop at CHI’23

    Read Paper

  2. FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy

    Yang, Zuhao , Yuan, Yingfang , Xu, Yang , Zhan, Shuo , Bai, Huajun , Chen, Kefan

    2023, Thirty-seventh Conference on Neural Information Processing Systems

    Read Paper

  3. Immunetnas: An immune-network approach for searching convolutional neural network architectures

    Chen, Kefan , Pang, Wei

    2020, arXiv preprint arXiv:2002.12704

    Read Paper

Projects

GNN for Recommendation System with Fairness and Safety

Researching on more fairness and safty Recommendation System based on Graph Neural Networks

Other things