Lee, Seungmin

1. HetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU\n Clusters through Integration of Pipelined Model Parallelism and Data\n Parallelism
   2020/05/28 by Jay Park, Gyeongchan Yun, Park, Jay H. +13 · 15 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Structural Analysis of Criminal Network and Predicting Hidden Links using Machine Learning
   2015/07/21 by Emrah Budur, Seungmin Lee, Budur, Emrah +3 · 1 citation
   Computer Science · Social Sciences · #Crime Patterns and Interventions #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #FOS: Physical sciences #Network Security and Intrusion Detection #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
3. Very-Large-Scale GPU-Accelerated Nuclear Gradient of Time-Dependent Density Functional Theory with Tamm-Dancoff Approximation and Range-Separated Hybrid Functionals
   2024/07/23 by Inkoo Kim, Kim, Inkoo, Daun Jeong +25 · 1 citation
   Chemistry · Computer Science · #Advanced NMR Techniques and Applications #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Matrix Theory and Algorithms
4. Context-Aware LLM Translation System Using Conversation Summarization and Dialogue History
   2024/10/22 by Seungmin Lee, Sung, Mingi, Lee, Seungmin +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Service-Oriented Architecture and Web Services #Speech and dialogue systems