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Man-Kit Sit

2 papers · 2022–2023 · 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 · Bronze

Venues

ICML (1) OSDI (1)

Top co-authors

Luo Mai (2) Xuri Gong (1) Pierre-Louis Aublin (1) Feng Lin (1) Haidong Rong (1) Yao Fu (1) Yaodong Yang (1) Jun Wang (1) Weinan Zhang (1) Hanjing Wang (1)

Research topics

Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Reinforcement Learning (1) Applications (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory (1) Systems (1)

Keywords

reinforcement learning (1) gpu computing (1) recommender system (1) experience replay (1) distributed system (1) model update (1) inference cluster (1) large language model (1) scalable system (1) service level objective (1) deep learning recommender system (1) model update latency (1) peer-to-peer dissemination (1)

Papers

GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models ICML 2023 Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022