Yuxing Liu

6 papers · 2024–2026 · 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 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13)

Venues

ICLR (2) ICML (2) ACL (1) CVPR (1)

Top co-authors

Tong Zhang (3) Rui Pan (3) Luo Luo (2) Jerry Huang (1) BingXu Meng (1) Zeyu Sun (1) Ji Zhang (1) Huanhuan Liang (1) Jiaxuan You (1) Xiaoyu Wang (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Mathematics & Optimization (2) Optimization (2) Artificial Intelligence (1) Computer Science (1) Computer Vision (1) Deep Learning (1) Analysis (1) Core AI (1) Domain-Specific (1) Learning Types (1) Systems (1)

Keywords

stochastic optimization (1) stochastic gradient (1) autonomous driving (1) image-to-image translation (1) decentralized optimization (1) synthetic data generation (1) gradient descent (1) experimental design (1) strongly convex (1) condition number (1) convergence guarantee (1) out-of-distribution detection (1) gradient noise (1) anomaly segmentation (1) gradient method (1) adaptive gradient (1) confidence estimation (1) heavy ball method (1) domain gap (1) hypothesis generation (1)

Papers

ClimaOoD: Improving Anomaly Segmentation via Physically Realistic Synthetic Data CVPR 2026 GUIDE: Towards Scalable Advising for Research Ideas ACL 2026 AdaGrad under Anisotropic Smoothness ICLR 2025 Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise ICLR 2024 Decentralized Convex Finite-Sum Optimization with Better Dependence on Condition Numbers ICML 2024 On the Complexity of Finite-Sum Smooth Optimization under the Polyak–Łojasiewicz Condition ICML 2024