Jaejin Lee

Seoul National University of Science and Technology — South Korea

Computer Science · Physical Sciences

28h-index2.8kcitations141works1.52yr avg
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Research Topics

Parallel Computing and Optimization Techniques(96), Advanced Data Storage Technologies(48), Embedded Systems Design Techniques(28), Interconnection Networks and Systems(25), Distributed systems and fault tolerance(23)

Publications141 total

SPipe: Hybrid GPU and CPU Pipeline for Training LLMs under Memory Pressure
2025
Integrating spatial and frequency information for Under-Display Camera image restoration
Pattern Analysis and Applications·2025Open Access
PPMI: Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases
ArXiv.org·2025Open Access
SnuSOLVER: Optimizing Sparse Direct Solvers for Heterogeneous Systems
2025Open Access
Investigating the effects of degradation and restoration on face recognition in under‐display cameras
Journal of the Society for Information Display·2025Open Access
FED: Fast and Efficient Dataset Deduplication Framework with GPU Acceleration
arXiv (Cornell University)·2025· 1 citedOpen Access
Analysis of Educational Needs of Teachers Participating in Informatics & Computer Double & Minor Maj or Teacher Certification Training
Korean Journal of Teacher Education·2024
TCCL: Discovering Better Communication Paths for PCIe GPU Clusters
2024· 11 citedOpen Access
DeepUM: Tensor Migration and Prefetching in Unified Memory
2023· 25 cited
OpenCL-based Deep Learning Inference Framework for Various Devices
KIISE Transactions on Computing Practices·2022
Optimizing OpenCL-based Demosaicking Application for Embedded GPU
KIISE Transactions on Computing Practices·2022
Neural network ensemble model for prediction of erythrocyte sedimentation rate (ESR) using partial least squares regression
Scientific Reports·2022· 6 citedOpen Access
SnuQS
2022· 10 citedOpen Access
SnuHPL
2022· 9 citedOpen Access
FARNN: FPGA-GPU Hybrid Acceleration Platform for Recurrent Neural Networks
IEEE Transactions on Parallel and Distributed Systems·2021· 25 cited
Turnpike: Lightweight Soft Error Resilience for In-Order Cores
2021· 15 citedOpen Access
DeepCuts: a deep learning optimization framework for versatile GPU workloads
2021· 26 cited
SnuRHAC
2021· 3 citedOpen Access
Dimensionality reduction and unsupervised clustering for EELS-SI
Ultramicroscopy·2021· 17 cited
Source-level Translation of OpenMP Device Constructs to CUDA and Runtime Optimization Methods
KIISE Transactions on Computing Practices·2021
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Frequent Co-authors

Bernhard Egger(8), Sangmin Seo(7), Jungwon Kim(7), David Padua(7), Samuel P. Midkiff(6), Changhee Jung(6), Gangwon Jo(5), Yan Solihin(5), Sang Lyul Min(5), Honggyu Kim(4), Wookeun Jung(4), Zehra Sura(4), Thanh Tuan Dao(4), Daeseob Lim(4), SangYong Han(4), Heonshik Shin(4), Josep Torrellas(3), Xing Fang(3), Seungkyun Kim(3), Choonki Jang(3)