PPaperPicks

Xiaoqian Wang

Purdue University, West Lafayette, USA

19 papers at tracked venues · 14 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-9282-1687 ↗Homepage ↗

Venues

CVPR ×3ICLR ×3AAAI ×2AISTATS ×2EMNLP ×2ICCV ×2ICML ×2NeurIPS ×1SIGKDD ×1WACV ×1

Frequent coauthors

Taeuk Jang
×6
Hoin Jung
×5
Junyi Chai
×5
Shenyu Lu
×5
Yipei Wang
×3
Jing Gao
×2
Pengyi Shi
×2
Heng Huang
×2
Zhaoying Pan
×1
Hongchang Gao
×1
Xidong Wu
×1
Shangqian Gao
×1

Papers

  1. Adversarial Latent Feature Augmentation for Fairness
    ICLR 2025 ·
    Hoin Jung
    ,
    Junyi Chai
    , Xiaoqian Wang
  2. Identifying and Mitigating Spurious Correlation in Multi-Task Learning
    CVPR 2025 ·
    Junyi Chai
    ,
    Shenyu Lu
    , Xiaoqian Wang
  3. Mitigating Spurious Correlations in Zero-Shot Multimodal Models
    ICLR 2025 ·
    Shenyu Lu
    ,
    Junyi Chai
    , Xiaoqian Wang
  4. On the Alignment between Fairness and Accuracy: from the Perspective of Adversarial Robustness
    ICML 2025 ·
    Junyi Chai
    ,
    Taeuk Jang
    ,
    Jing Gao
    , Xiaoqian Wang
  5. Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models With Bias Corpus
    ICCV 2025 ·
    Taeuk Jang
    ,
    Hoin Jung
    , Xiaoqian Wang
  6. Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification
    ICCV 2025 ·
    Shenyu Lu
    ,
    Zhaoying Pan
    , Xiaoqian Wang
  7. Towards On-the-Fly Novel Category Discovery in Dynamic Long-Tailed Distributions
    WACV 2025 ·
    Hoin Jung
    , Xiaoqian Wang
  8. A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks
    NeurIPS 2024 ·
    Hoin Jung
    ,
    Taeuk Jang
    , Xiaoqian Wang
  9. Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning
    AISTATS 2024 ·
    Taeuk Jang
    ,
    Hongchang Gao
    ,
    Pengyi Shi
    , Xiaoqian Wang
  10. Adversarial Fairness Network
    AAAI 2024 ·
    Taeuk Jang
    , Xiaoqian Wang,
    Heng Huang
  11. Auto- Train-Once: Controller Network Guided Automatic Network Pruning from Scratch
    CVPR 2024 ·
    Xidong Wu
    ,
    Shangqian Gao
    ,
    Zeyu Zhang
    ,
    Zhenzhen Li
    ,
    Runxue Bao
    ,
    Yanfu Zhang
    , Xiaoqian Wang,
    Heng Huang
  12. Benchmarking Deletion Metrics with the Principled Explanations
    ICML 2024 ·
    Yipei Wang
    , Xiaoqian Wang
  13. Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow
    AAAI 2024 ·
    Tianchun Li
    ,
    Chengxiang Wu
    ,
    Pengyi Shi
    , Xiaoqian Wang
  14. Debiasing Attention Mechanism in Transformer without Demographics
    ICLR 2024 ·
    Shenyu Lu
    ,
    Yipei Wang
    , Xiaoqian Wang
  15. FADES: Fair Disentanglement with Sensitive Relevance
    CVPR 2024 ·
    Taeuk Jang
    , Xiaoqian Wang
  16. Fairness-Aware Online Positive-Unlabeled Learning
    EMNLP 2024 ·
    Hoin Jung
    , Xiaoqian Wang
  17. Neural Collapse Inspired Debiased Representation Learning for Min-max Fairness
    SIGKDD 2024 ·
    Shenyu Lu
    ,
    Junyi Chai
    , Xiaoqian Wang
  18. On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective
    AISTATS 2024 ·
    Yipei Wang
    , Xiaoqian Wang
  19. SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
    EMNLP 2024 ·
    Xiaoze Liu
    ,
    Ting Sun
    ,
    Tianyang Xu
    ,
    Feijie Wu
    ,
    Cunxiang Wang
    , Xiaoqian Wang,
    Jing Gao