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Jae-Won Chung's picture
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Jae-Won Chung

jaywonchung
zijie-tian's profile picture
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https://jaewonchung.me/about
  • jaewon_chung_cs
  • jaywonchung

AI & ML interests

Energy-efficient software systems for machine learning

Organizations

ML.ENERGY's profile picture SymbioticLab's profile picture GPU to Grid's profile picture

authored 4 papers 2 months ago

GPU-to-Grid: Voltage Regulation via GPU Utilization Control

Paper • 2602.05116 • Published Feb 4

Where Do the Joules Go? Diagnosing Inference Energy Consumption

Paper • 2601.22076 • Published Jan 29

Kareus: Joint Reduction of Dynamic and Static Energy in Large Model Training

Paper • 2601.17654 • Published Jan 25

The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization

Paper • 2505.06371 • Published May 9, 2025 • 1
authored 3 papers over 2 years ago

Perseus: Removing Energy Bloat from Large Model Training

Paper • 2312.06902 • Published Dec 12, 2023 • 1

Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training

Paper • 2208.06102 • Published Aug 12, 2022

Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training

Paper • 2303.02508 • Published Mar 4, 2023
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