AI/CS Research Fellow, National University of Singapore

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Education & Work

  • 🇸🇬 National university of Singapore (NUS), Singapore (2023-now)
    • Research Fellow, School of Computing
    • Principle Investigator: Prof. You Yang
  • 🇭🇰 Hong Kong Baptist University (HKBU), Hong Kong, China (2018 - 2023)
  • 🇨🇳 Huazhong University of Science & Technology (HUST), Wuhan, China (2014 - 2018)
    • Bachelor, School of Electronic Information and Communications, Honor of Outstanding Student

Research interests:

  • Automated Machine Learning (AutoML)
  • Neural Architecture Search (NAS)
  • Large Language Model (LLM)
  • Distributed AI Training and Inference

Interested in collaboration? Contact me.



Feb 23, 2024 I am honored to serve as a reviewer for ECCV’24.
Sep 03, 2023 Our paper “MedPipe: End-to-End Joint Search of Data Augmentation Policy and Neural Architecture for 3D Medical Image Classification” is accepted to IEEE MedAI2023!
Aug 09, 2023 I am honored to serve as a reviewer for AAAI’24.
Nov 19, 2022 Our paper “NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension” is accepted to AAAI2023!
Nov 02, 2022 I am honored to serve as a reviewer for CVPR’23.

latest posts

selected publications

  1. AAAI
    NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension
    Xin He , Jiangchao Yao , Yuxin Wang , and 5 more authors
    AAAI, 2023
  2. KBS
    AutoML: A survey of the state-of-the-art
    Xin He , Kaiyong Zhao , and Xiaowen Chu
    Knowledge-Based Systems, 2021
  3. AAAI
    Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans
    Xin He , Shihao Wang , Xiaowen Chu , and 6 more authors
    In AAAI , 2021
    Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification
    Xin He , Guohao Ying , Jiyong Zhang , and 1 more author
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) , 2022