publications

2025

  1. Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
    Shaokun Zhang , Ming Yin , Jieyu Zhang , and 8 more authors
    In Forty-second International Conference on Machine Learning , 2025

2024

  1. mink++_teaser.png
    Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models
    Jingyang Zhang, Jingwei Sun , Eric Yeats , and 5 more authors
    arXiv preprint, Apr 2024
    arXiv HTML Code
    N/A Google Scholar citations
  2. upd_teaser.png
    Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models
    Atsuyuki Miyai , Jingkang Yang , Jingyang Zhang, and 7 more authors
    arXiv preprint, Mar 2024
    arXiv Code
    N/A Google Scholar citations
  3. ICLR TinyPaper
    SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion
    Yueqian Lin , Jingyang Zhang, Yiran Chen , and 1 more author
    In The Second Tiny Papers Track at ICLR 2024 , May 2024
    arXiv HTML PDF Code
    N/A Google Scholar citations

2023

  1. openood_teaser.jpeg
    Openood v1.5: Enhanced benchmark for out-of-distribution detection
    Jingyang Zhang, Jingkang Yang , Pengyun Wang , and 8 more authors
    arXiv preprint, Jun 2023
    arXiv PDF Code Poster Slides
    N/A Google Scholar citations
  2. WACV
    Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments
    Jingyang Zhang, Nathan Inkawhich , Randolph Linderman , and 2 more authors
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , Jan 2023
    arXiv PDF Code Poster Slides
    N/A Google Scholar citations

2022

  1. CVPRW
    Privacy Leakage of Adversarial Training Models in Federated Learning Systems
    Jingyang Zhang, Yiran Chen , and Hai Li
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops , Jun 2022
    arXiv PDF Code Poster Slides
    N/A Google Scholar citations
  2. IEEE J-STARS
    Improving out-of-distribution detection by learning from the deployment environment
    Nathan Inkawhich , Jingyang Zhang, Eric K Davis , and 2 more authors
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Jun 2022
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    N/A Google Scholar citations

2020

  1. NeurIPS
    DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles
    Huanrui Yang , Jingyang Zhang, Hongliang Dong , and 6 more authors
    In Advances in Neural Information Processing Systems , Jun 2020
    arXiv PDF Code Poster Slides
    N/A Google Scholar citations

2019

  1. DCASE Challenge
    Data augmentation and prior knowledge-based regularization for sound event localization and detection
    Jingyang Zhang, Wenhao Ding , and Liang He
    DCASE 2019 Detection and Classification of Acoustic Scenes and Events 2019 Challenge, Jun 2019
    PDF
    N/A Google Scholar citations
  2. Interspeech
    Multi-Scale Time-Frequency Attention for Acoustic Event Detection
    Jingyang Zhang, Wenhao Ding , Jintao Kang , and 1 more author
    In Proc. Interspeech 2019 , Jun 2019
    arXiv PDF
    N/A Google Scholar citations