Benjamin Lee

2 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Hsien-Hsin S. Lee (2) Liu Ke (1) Yuandong Tian (1) Mulong Luo (1) Wenjie Xiong (1) Anna Sun (1) Carole-Jean Wu (1) Xiaomeng Yang (1) G. Edward Suh (1) Peter Stone (1)

Research topics

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

Keywords

model compression (1) multi-agent reinforcement learning (1) machine translation (1) language modeling (1) efficient inference (1) adversarial evasion (1) mixture of expert (1) throughput optimization (1) inference optimization (1) dynamic gating (1) expert load balancing (1) model deployment (1) attack detection (1) transformer encoder (1) population-based training (1) neural network (1) cache timing attack (1)

Papers

Toward Efficient Inference for Mixture of Experts NeurIPS 2024 MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection ICLR 2023