Hi👋 nice to meet you!

Currently, I am a second-year Master’s student at Shanghai Jiao Tong University, under the supervision of Prof. Mengyue Wu and Kenny Q. Zhu, majoring in computer science. Before that, I received my B.S. degree in SJTU in 2022, majoring in computer science. I used to work as a research intern at MiHoYo Inc. in the Lumi group.

My primary research interest is the application of NLP in Mental Health Domain, including mental disorder detection on social media, and chatbot for psychiatric diagnosis or counselling. Currently, I’m also interested in the evaluation and alignment of Large Language Models(LLMs).

📝 Publications

(* indicates equal contribution)

Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media

Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Qianqian Ju, Dejiyangla, Yujia Peng, Kenny Q. Zhu, Mengyue Wu
NAACL, 2024 | PDF(Will release soon)

Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts

Siyuan Chen*, Zhiling Zhang*, Mengyue Wu, Kenny Q. Zhu
EMNLP, 2023 | PDF | Code

LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation

Siyuan Chen, Mengyue Wu, Kenny Q. Zhu, Kunyao Lan, Zhiling Zhang, Lyuchun Cui
arxiv preprint, 2023 | PDF

Symptom identification for interpretable detection of multiple mental disorders on social media

Zhiling Zhang*, Siyuan Chen*, Mengyue Wu, Kenny Q. Zhu
EMNLP, 2022 | PDF | Code

Psychiatric scale guided risky post screening for early detection of depression

Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
IJCAI, 2022 | PDF | Code

📖 Educations

2022.09 - 2025.03 (expected), M.S.@SJTU, Computer Science
2018.09 - 2022.06, B.S.@SJTU, Computer Science

🎖 Honors and Awards

2022.6 Outstanding Graduates (Shanghai Jiao Tong University)
2019-2021 SJTU Zhiyuan Honors Scholarship (top 5%)
2020.7 APAC Women Tech makers scholarship (Google)