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. đ
Recent News
- 04/2022 Our paper titled âA Mental State Knowledge-Aware and Contrastive Network for Early Stress and Depression Detection on Social Mediaâ got accepted in Information Processing & Management
- 02/2022 Our paper titled âNatural Language Processing Applied to Mental Illness Detection: A Narrative Reviewâ 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 âAutomatic identification of suicide notes with a transformer-based deep learning modelâ got accepted in Internet Interventions
- 06/2021 Our paper titled âPredicting Sign of Depression via Using Frozen Pre-trained Models and Random Forest Classifierâ 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 ResearchProgram Committee/Reviewer:
ICMLâ22
ACLâ22
NeurIPSâ22, NeurIPSâ21
ICLRâ22, ICLRâ21
EMNLPâ21
BIBMâ22, BIBMâ21, BIBMâ20
CoNLLâ21, CoNLLâ20
PAKDDâ22, PAKDDâ21
AMIAâ22, AMIAâ21
DSAAâ22, DSAAâ21, DSAAâ20
ICANNâ22
ICONIPâ21, ICONIPâ20
KSEMâ21
APBCâ21
ICTAIâ20
BIOKDDâ20
DTMBioâ20
DMBIHâ20Organizer:
Co-organizing ICML 2021 workshop âComputational Approaches to Mental Healthâ
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 Deanâs Cup Debate Competition Software College First Prize