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Xinping Yi

5 papers · 2020–2023 · 4 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 ❓ The Questioner

Venues

CVPR (2) ECCV (1) ICML (1) NeurIPS (1)

Top co-authors

Xiaowei Huang (4) Gaojie Jin (3) Sven Schewe (2) Ganlin Liu (1) Ronghui Mu (1) Wei Huang (1) Shufei Zhang (1) Liang Zhang (1) Qiufeng Wang (1) Lijun Zhang (1)

Research topics

Machine Learning (4) Deep Learning (3) Learning Types · Machine Learning (3) Techniques (3) Learning Types · Deep Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Core AI (1)

Keywords

adversarial training (3) adversarial robustness (1) loss landscape (1) second-order statistics (1) second-order optimization (1) adversarial attack (1) generalization bound (1) latent representation (1) neural network robustness (1) adversarial example (1) complexity measure (1) flat minima (1) robust generalization (1) taylor expansion (1) generalisation bound (1) weight optimization (1) shift consistency regularization (1) neural network (1) weight correlation (1) robust neural network (1)

Papers

Randomized Adversarial Training via Taylor Expansion CVPR 2023 Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation ECCV 2022 Enhancing Adversarial Training With Second-Order Statistics of Weights CVPR 2022 Towards Better Robust Generalization with Shift Consistency Regularization ICML 2021 How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? NeurIPS 2020