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Yang Weng

3 papers · 2021–2022 · 2 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 Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird πŸ“ˆ Trend Setter

Venues

ACML (2) NeurIPS (1)

Top co-authors

Napoleon Costilla-Enriquez (1) Haoran Li (1) Priyabrata Sundaray (1) Hanghang Tong (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Learning Types (2) Models (2) Optimization & Theory (2) Computer Science (1) Mathematics & Optimization (1) Application Areas (1) Applications (1) Core Methods (1) Optimization (1)

Keywords

wasserstein distance (1) convex optimization (1) state estimation (1) inverse problem (1) deep neural network (1) physics-informed neural network (1) physics-informed learning (1) generative adversarial network (1) cyber-physical system (1) adversarial example (1) symbolic regression (1) equation discovery (1) neural-symbolic learning (1) wasserstein generative adversarial network (1) neural network (1) equation learning (1) system monitoring (1) latent layer (1) sensor measurement (1) double convexity (1)

Papers

Auto-Physics-Encoder: Using Physics-Informed Latent Layer Two-Way Physics Flow for Monitoring Systems with Unobservability ACML 2022 CoNSoLe: Convex Neural Symbolic Learning NeurIPS 2022 Exposing Cyber-Physical System Weaknesses by Implicitly Learning their Underlying Models ACML 2021