Yun, Sungmin

1. Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching
   2024/09/02 by Sungmin Yun, Kwanhee Kyung, Yun, Sungmin +15 · 13 citations
   Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
2. Rethinking LLM Inference Bottlenecks: Insights from Latent Attention and Mixture-of-Experts
   2025/07/21 by Sungmin Yun, Seohwa Park, Yun, Sungmin +19 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
3. Cosmos: A CXL-Based Full In-Memory System for Approximate Nearest Neighbor Search
   2025/05/22 by Ko, Seoyoung, Shim, Hyunjeong, Doh, Wanju +8 · 2 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)