publications

2024

  1. upd_teaser.png
    Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models
    Atsuyuki Miyai , Jingkang Yang , Jingyang Zhang, and 7 more authors
    arXiv preprint, Apr 2024
    arXiv Code
  2. 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
    1 Google Scholar citations

2023

  1. 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
    46 Google Scholar citations
  2. openood_teaser.png
    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
    36 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
    14 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
    HTML PDF
    15 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
    110 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
    28 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
    14 Google Scholar citations