Biography

I am Xin Wang, a postdoctoral researcher at the University of Oxford, working with Prof. David Clifton on AI for Healthcare. I received my Ph.D. in Computer Science and Technology from Tsinghua University, where I was advised by Prof. Ling Feng. My previous research interest lies in Data Mining and Natural Language Processing – with special focus on computational mental health and knowledge graph.

My recent interest include:

News

[2025-09] One paper is accepted by NeurIPS2025 as Spotlight.
[2025-05] Stressor dataset is now released on Kaggle and Huggingface.
[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 ICASSP2025.
[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.

Optimization-Inspired Few-Shot Adaptation for Large Language Models.
Boyan Gao, Xin Wang, Yibo Yang, David A Clifton
The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS2025, Spotlight)

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)
MuRL-DTI: A Multimodal Feature Fusion Reinforcement Learning Approach for Cold Start in Drug-Target Interactions.
Liu Yao, Xin Wang, Ye Liu, Dandan Dou
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025)

Conference Reviewer or Program Committee Member: NeurIPS, ICLR, WWW, KDD, AAAI, ACM MM, SIGIR, ACL, EMNLP, NAACL, ACL Rolling Review.
Journal Reviewer: TKDE, Health Information Science and System