Yaohua Liu

3 papers · 2021–2024 · 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 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (1) IJCAI (1) NeurIPS (1)

Top co-authors

Risheng Liu (3) Jin Zhang (2) Shangzhi Zeng (2) Xianghao Jiao (1) Xuan Liu (1) Wei Yao (1) Jiaxin Gao (1) Xin Fan (1)

Research topics

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

Keywords

bilevel optimization (3) non-convex optimization (1) convergence analysis (1) gradient descent (1) adversarial attack (1) convergence guarantee (1) surrogate model (1) adversarial example (1) transfer attack (1) gradient method (1) dynamic sequence truncation (1) kkt condition (1) method of multiplier (1) neural tangent kernel (1) kkt stationary point (1)

Papers

Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation IJCAI 2024 Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity ICML 2023 Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond NeurIPS 2021