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Lucy Liu

3 papers · 2022–2024 · 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 · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

NeurIPS (2) AAAI (1)

Top co-authors

Yoav Kolumbus (2) Sarah Keren (2) Mira Finkelstein (2) David C. Parkes (2) Nitsan levy (1) Masoumeh Shafieinejad (1) Jeffrey S Rosenschein (1) Stephanie Hazlewood (1) Wei Pang (1) Jeffrey S. Rosenshein (1)

Research topics

Artificial Intelligence (2) Knowledge & Reasoning (2) Core AI (2) Reasoning (2) Data Science & Analytics (1) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Core Methods (1) Learning Types (1) Methods · Reinforcement Learning (1) Methods · Data Science & Analytics (1) Models (1)

Keywords

policy explanation (2) formal methods (2) reinforcement learning (2) explainable ai (1) formal verification (1) markov decision process (1) diffusion model (1) foreign key (1) denoising diffusion (1) model explanation (1) multi-relational data (1) cluster-guided generation (1) tabular data synthesis (1) long-range dependency (1) policy analysis (1) symbolic representation (1) long-range dependencies (1) foreign key constraint (1) model abstraction (1) formal abstraction (1)

Papers

ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NeurIPS 2024 Explainable Reinforcement Learning via Model Transforms NeurIPS 2022 Reinforcement Learning Explainability via Model Transforms (Student Abstract) AAAI 2022