publications

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

2025

  1. lrb.png
    LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild
    Jiayu Wang*, Yifei Ming*, Riya Dulepet, Qinglin Chen, Austin Xu, Zixuan Ke, Frederic Sala, Aws Albarghouthi, Caiming Xiong, and Shafiq Joty
    Oct 2025
    Paper
  2. arXiv
    Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms
    Shrey Pandit, Xuan-Phi Nguyen, Yifei Ming, Austin Xu, Jiayu Wang, Caiming Xiong, and Shafiq Joty
    Oct 2025
    Paper
  3. 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
    In Proceedings of the 39th Conference on Neural Information Processing Systems (NeurIPS 2025), Jun 2025
    Paper Code Project Page Dataset Checkpoints
  4. 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
  5. 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
    In Proceedings of the 38th Annual Conference on Neural Information Processing Systems (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
    In Proceedings of the 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), May 2024
    Paper Code Talk