Longxing Yang

5 papers · 2021–2023 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICML (2) ACML (1) CVPR (1) ICCV (1)

Top co-authors

Jilin Mei (5) Zihao Sun (5) YU HU (5) Shun Lu (5) Yinhe Han (3) Xiaowei Li (3) Yu Sun (1) Jianchao Tan (1) Yiming Zeng (1) Chengru Song (1)

Research topics

Deep Learning (4) Machine Learning (4) Optimization & Theory · Machine Learning (3) Techniques (3) Architectures (2) Learning Types (2) Artificial Intelligence (1) Computer Science (1) Application Areas (1) Foundations (1) Learning Paradigms (1) Optimization & Theory · Deep Learning (1)

Keywords

neural architecture search (5) ranking consistency (2) vision transformer (1) computer vision (1) attention mechanism (1) model architecture (1) neural network optimization (1) importance sampling (1) gradient descent (1) upper confidence bound (1) gradient variance (1) generalization performance (1) search space (1) resource constraint (1) differentiable search (1) architecture parameter (1) macro-architecture search (1) micro-architecture search (1) gradient signal-to-noise ratio (1) image classification (1)

Papers

PA&DA: Jointly Sampling Path and Data for Consistent NAS CVPR 2023 Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS ICCV 2023 AGNAS: Attention-Guided Micro and Macro-Architecture Search ICML 2022 Searching for BurgerFormer with Micro-Meso-Macro Space Design ICML 2022 DDSAS: Dynamic and Differentiable Space-Architecture Search ACML 2021