Publications

You can find all my papers on my Google Scholar

(*: corresponding author)

• Mental-R1: Aligning LLM Reasoning for Mental Health Assessment.
  Xin Wang, Boyan Gao, Yibo Yang, David A. Clifton
  Preprint 2026, arXiv:2606.13176 · [pdf]

• Optimization-Inspired Few-Shot Adaptation for Large Language Models.
  Boyan Gao, Xin Wang, Yibo Yang, David A. Clifton
  NeurIPS 2025 (Spotlight) · [pdf]

• 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
  WWW 2025 (Oral) · [pdf] · [code] · [data]

• MuRL-DTI: A Multimodal Feature Fusion Reinforcement Learning Approach for Cold Start in Drug–Target Interactions.
  Yao Liu, Xin Wang, Ye Liu, Dandan Dou
  ICASSP 2025 · [pdf]

• Integrating Content-Semantics-World Knowledge to Detect Stress from Videos.
  Yang Ding, Yi Dai, Xin Wang*, Ling Feng*, Lei Cao, Huijun Zhang
  MM 2024 · [pdf]

• SAGS-DynamicBio: Integrating Semantic-Aware and Graph Structure-Aware Embedding for Dynamic Biological Data with Knowledge Graphs.
  Yao Liu, Yongfei Zhang, Xin Wang
  ECML PKDD 2024 · [pdf]

• Contrastive Learning of Stress-specific Word Embedding for Social Media-based Stress Detection.
  Xin Wang, Huijun Zhang, Lei Cao, Kaisheng Zeng, Qi Li, Ningyun Li, Ling Feng
  KDD 2023 · [pdf] · [code] · [data]

• A Meta-learning based Stress Category Detection Framework on Social Media.
  Xin Wang, Lei Cao, Huijun Zhang, Ling Feng, Yang Ding, Ningyun Li
  WWW 2022 · [pdf] · [data]

• Leverage Social Media for Personalized Stress Detection.
  Xin Wang, Huijun Zhang, Lei Cao, Ling Feng
  MM 2020 · [pdf]