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Sizhe Chen

4 papers · 2022–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze

Venues

ICLR (2) CVPR (1) NeurIPS (1)

Top co-authors

Xiaolin Huang (4) Yingwen Wu (2) Cihang Xie (2) Tao Li (1) Qinghua Tao (1) Zhehao Huang (1) Kun Fang (1) Geng Yuan (1) Minghai Qin (1) Shutong Wu (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Application Areas (1) Learning Types · Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

adversarial training (2) adversarial attack (2) deep neural network (2) data perturbation (1) projected gradient descent (1) ensemble method (1) adversarial defense (1) adversarial perturbation (1) robust accuracy (1) data protection (1) unlearnable example (1) catastrophic overfitting (1) pgd attack (1) query attack (1) subspace optimization (1) model checkpoint (1) robust optimization (1) logits modification (1) data poisoning (1) model robustness (1)

Papers

One-Pixel Shortcut: On the Learning Preference of Deep Neural Networks ICLR 2023 Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors ICLR 2023 Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks NeurIPS 2022 Subspace Adversarial Training CVPR 2022