PPaperPicks

Song Xia

7 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2ICML ×2CVPR ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Yi Yu
×7
Alex C. Kot
×5
Wenhan Yang
×5
Xudong Jiang
×4
Shijian Lu
×3
Yap-Peng Tan
×3
Xun Lin
×2
Lingyu Duan
×2
Henghui Ding
×2
Hui Lu
×1
Yiming Yang
×1
Deepu Rajan
×1

Papers

  1. From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
    AAAI 2026 ·
    Hui Lu
    ,
    Yi Yu
    , Song Xia,
    Yiming Yang
    ,
    Deepu Rajan
    ,
    Boon Poh Ng
    ,
    Alex C. Kot
    ,
    Xudong Jiang
  2. Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger
    AAAI 2025 ·
    Yi Yu
    , Song Xia,
    Xun Lin
    ,
    Wenhan Yang
    ,
    Shijian Lu
    ,
    Yap-Peng Tan
    ,
    Alex C. Kot
  3. MTL-UE: Learning to Learn Nothing for Multi-Task Learning
    ICML 2025 ·
    Yi Yu
    , Song Xia,
    Siyuan Yang
    ,
    Chenqi Kong
    ,
    Wenhan Yang
    ,
    Shijian Lu
    ,
    Yap-Peng Tan
    ,
    Alex C. Kot
  4. Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems
    CVPR 2025 · Song Xia,
    Yi Yu
    ,
    Wenhan Yang
    ,
    Meiwen Ding
    ,
    Zhuo Chen
    ,
    Ling-Yu Duan
    ,
    Alex C. Kot
    ,
    Xudong Jiang
  5. Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing
    ICLR 2024 · Song Xia,
    Yi Yu
    ,
    Xudong Jiang
    ,
    Henghui Ding
  6. Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders
    ICML 2024 ·
    Yi Yu
    ,
    Yufei Wang
    , Song Xia,
    Wenhan Yang
    ,
    Shijian Lu
    ,
    Yap-Peng Tan
    ,
    Alex C. Kot
  7. Transferable Adversarial Attacks on SAM and Its Downstream Models
    NeurIPS 2024 · Song Xia,
    Wenhan Yang
    ,
    Yi Yu
    ,
    Xun Lin
    ,
    Henghui Ding
    ,
    Lingyu Duan
    ,
    Xudong Jiang