About me

I am a second-year PhD student at the National Center for Text Mining (NaCTeM) at the University of Manchester, advised by Prof. Sophia Ananiadou. In June 2020, I received my Master degree from the School of Computer Science and Technology, University of Chinese Academy of Sciences (UCAS). Prior to this, I received my BS degree from Nankai University in June 2017.

My current research interests include Natural Language Processing (especially BioNLP), Artificial Intelligence and so on. 🎉

Recent News

  • 04/2022 Our paper titled “A Mental State Knowledge-Aware and Contrastive Network for Early Stress and Depression Detection on Social Media” got accepted in Information Processing & Management
  • 02/2022 Our paper titled “Natural Language Processing Applied to Mental Illness Detection: A Narrative Review” got accepted in npj Digital Medicine
  • 11/2021 Invited to serve as a reviewer for ACL Rolling Review
  • 10/2021 We train and release masked language models for mental health - MentalBERT
  • 07/2021 Our workshop was successfully held
  • 07/2021 Acceptance to the General Program as a student at MLSS 2021 Taipei website
  • 06/2021 Invited to serve as a reviewer for ICLR 2022
  • 06/2021 Our paper titled “Automatic identification of suicide notes with a transformer-based deep learning model” got accepted in Internet Interventions
  • 06/2021 Our paper titled “Predicting Sign of Depression via Using Frozen Pre-trained Models and Random Forest Classifier” got accepted at CLEF-2021
  • 04/2021 Invited to serve as a reviewer for NeurIPS 2021

Professional services

  • Journal Reviewer:

    Artificial Intelligence Review
    Briefings in bioinformatics
    Bioinformatics
    Cognitive Computation
    IEEE Transactions on Neural Networks and Learning Systems
    IEEE/ACM Transactions on Audio, Speech and Language Processing
    IEEE Transactions on Computational Social Systems
    IEEE Transactions on Geoscience and Remote Sensing
    IEEE Journal of Biomedical and Health Informatics
    IEEE Access
    Information Processing & Management
    Journal of Biomedical Informatics
    Journal of the American Medical Informatics Association
    Journal of Medical Internet Research

  • Program Committee/Reviewer:

    ICML’22
    ACL’22
    NeurIPS’22, NeurIPS’21
    ICLR’22, ICLR’21
    EMNLP’21
    BIBM’22, BIBM’21, BIBM’20
    CoNLL’21, CoNLL’20
    PAKDD’22, PAKDD’21
    AMIA’22, AMIA’21
    DSAA’22, DSAA’21, DSAA’20
    ICANN’22
    ICONIP’21, ICONIP’20
    KSEM’21
    APBC’21
    ICTAI’20
    BIOKDD’20
    DTMBio’20
    DMBIH’20

  • Organizer:

    Co-organizing ICML 2021 workshop “Computational Approaches to Mental Health”

Awards and Achievements

  • 2021 I am co-organizing ICML 2021 workshop Computational Approaches to Mental Health
  • 2019 Beijing Merit Student Award
  • 2019 National Scholarship for Graduate Students
  • 2019 University of Chinese Academy of Sciences Merit Student Award
  • 2015 Nankai University Software College Student Union Excellent Union Cadre
  • 2015 ChinaSoft International Excellent Team Award TOP 10%
  • 2014 Nankai University Youth League Excellent Officer Award
  • 2013 Dean’s Cup Debate Competition Software College First Prize