Jae-Won Chung
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 126 citations
#cs.LG #cs.AI #cs.CL
- Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training
2022/08/12 by Jie You, Jae-Won Chung, You, Jie +3 · 26 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
- Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services
2024/04/25 by Jiachen Liu, Jae-Won Chung, Liu, Jiachen +9 · 7 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Peer-to-Peer Network Technologies #Recommender Systems and Techniques #Semantic Web and Ontologies #and Cluster Computing (cs.DC)
- The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization
2025/05/09 by Jae-Won Chung, Jianhua Ma, Chung, Jae-Won +13 · 10 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Software System Performance and Reliability
- Evaluation Framework for AI Systems in "the Wild"
2025/04/23 by Sarah Jabbour, Jabbour, Sarah, Trenton Chang +29 · 3 citations
Business, Management and Accounting · Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training
2023/03/04 by Zhenning Yang, Yang, Zhenning, Luoxi Meng +5 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Solar Radiation and Photovoltaics #and Cluster Computing (cs.DC)
- Reducing Energy Bloat in Large Model Training
2023/12/12 by Jae-Won Chung, Yile Gu, Insu Jang +3 · 1 voice
Computer Science · #cs.LG #cs.DC