Geon-Woo Kim
- Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
2024/10/24 by Ruisi Cai, Cai, Ruisi, Yeonju Ro +10 · 6 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Lovelock: Towards Smart NIC-hosted Clusters
2023/09/22 by Seo Jin Park, Ramesh Govindan, Park, Seo Jin +11 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- OMEGA: A Low-Latency GNN Serving System for Large Graphs
2025/01/15 by Geon-Woo Kim, Kim, Geon-Woo, Donghyun Kim +13 · 3 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
2025/06/05 by Geon-Woo Kim, Kim, Geon-Woo, Junbo Li +12 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling