publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. sparkle.png
    Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning
    Jiayu Wang, Yifei Ming, Zixuan Ke, Caiming Xiong, Shafiq Joty, Aws Albarghouthi, and Frederic Sala
    Jun 2025
    Paper Project Page
  2. wafer.png
    Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows
    Yifei Ming, Zixuan Ke, Xuan-Phi Nguyen, Jiayu Wang, and Shafiq Joty
    Jun 2025
    Paper
  3. cosmos.png
    COSMOS: Predictable and Cost-Effective Adaptation of LLMs
    Jiayu Wang, Aws Albarghouthi, and Frederic Sala
    Apr 2025
    Paper

2024

  1. spatialeval.png
    Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
    Jiayu Wang, Yifei Ming, Zhenmei Shi, Vibhav Vineet, Xin Wang, Yixuan Li, and Neel Joshi
    NeurIPS 2024, Jun 2024
    Paper Code Project Page Poster Talk
  2. gad.png
    Grammar-Aligned Decoding
    Kanghee Park*, Jiayu Wang*, Taylor Berg-Kirkpatrick, Nadia Polikarpova, and Loris D’Antoni
    NeurIPS 2024, May 2024
    Paper Code Talk