Biography

I am Xin Wang, a postdoctoral researcher from University of Oxford since 2024. I am fortunately to begin an AI for Healthcare research journey with Prof. David Clifton. Previously, I got my doctor Degree from the Department of Computer Science and Technology, Tsinghua University in 2023, fortunately be advised by Prof. Ling Feng.

My research interest lies in Data Mining (DM) and Natural Language Processing (NLP) – with special focus on：

• Computational Mental Health
• Knowledge Graph

My recent interest focus on:

• AI4Health
• LMMs and AI Agents

News

• [2025-01] One first author paper is accepted by WWW2025 as Oral. One paper is accepted by IEEE TMM.
• [2024-12] One paper is accepted by ICASSP2024.
• [2024-11] One paper is accepted by IEEE TAC.
• [2024-07] One corresponding author paper is accepted by MM2024. One paper is accepted by UBICOMP2024.
• [2024-05] One paper is accepted by ECML PKDD2024.
• [2023-12] One paper is accepted by ICASSP2024.
• [2023-05] One first author paper is accepted by KDD2023. One paper is accepted by IEEE JBHI.

Selected Publications

(*: corresponding author)

• MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation.
  Xin Wang, Ling Feng, Huijun Zhang, Lei Cao, Kaisheng Zeng, Qi Li, Yang Ding, Yi Dai, David A Clifton
  Proceedings of the ACM Web Conference 2025 (WWW2025, Oral Presentation)

• Integrating Content-Semantics-World Knowledge to Detect Stress from Videos.
  Yang Ding, Yi Dai, Xin Wang*, Ling Feng, Lei Cao, Huijun Zhang
  Proceedings of the 32nd ACM International Conference on Multimedia (MM2024)

• Contrastive Learning of Stress-specific Word Embedding for Social Media based Stress Detection.
  Xin Wang, Huijun Zhang, Lei Cao, Ling Feng, Qi Li, Ningyun Li, Ling Feng.
  Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2023)

• A Meta-learning based Stress Category Detection Framework on Social Media.
  Xin Wang, Lei Cao, Huijun Zhang, Ling Feng, Yang Ding, Ningyun Li.
  Proceedings of the ACM Web Conference 2022 (WWW2022, Oral Presentation)

• Leverage Social Media for Personalized Stress Detection.
  Xin Wang, Huijun Zhang, Lei Cao, Ling Feng.
  Proceedings of the 28th ACM Iternational Conference on Multimedia. (MM2020)

Academic Services

• Conference Reviewer or Program Committee Member: NIPS23,24,25、ICLR24,25、ACL21,23,24、WWW22,24,25、KDD24,25、MM24、EMNLP21,22,23,24、 NAACL21,24、EACL23、AACL20,22,23、ACL Rolling Review
• Journal Reviewer: TKDE, Health Information Science and System