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Lee Jemin
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Intelligent Devices & Simulation Research Section
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논문 검색결과
Type Year Title Cited Download
Journal
2024 Q-HyViT: Post-Training Quantization of Hybrid Vision Transformers with Bridge Block Reconstruction for IoT Systems   Jemin Lee   IEEE Internet of Things Journal, v.권호미정, pp.1-14 0
Conference
2024 Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation   Joonhyung Lee  International Conference on Robotics and Automation (ICRA) 2024 : Workshop, pp.1-5
Journal
2024 Performance Analysis of Deep Learning Accelerator for Edge Inference   박시형  전자공학회논문지, v.61, no.1, pp.23-26
Conference
2023 ACLTuner: A Profiling-Driven Fast Tuning to Optimized Deep Learning Inference   Yongin Kwon   Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-12
Journal
2023 Design and Verification of a Common Interface for Proprietary NPU Code Generation in General-Purpose AI Compilers   이제민   전자공학회논문지, v.60, no.10, pp.29-32
Journal
2023 Profile-based Optimization for Deep Learning on Heterogeneous Multi-core CPUs   차주형  전자공학회논문지, v.60, no.7, pp.40-49
Journal
2023 PartitionTuner: An operator scheduler for deep-learning compilers supporting multiple heterogeneous processing units   Misun Yu   ETRI Journal, v.45, no.2, pp.318-328 0
Conference
2022 CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution   Taeho Kim  European Conference on Computer Vision (ECCV) 2022 (LNCS 13680), pp.651-667 2
Journal
2022 Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast Deployment   Jemin Lee   Future Generation Computer Systems, v.132, pp.124-135 12
Conference
2022 The Harmony of Heterogeneous Computing Units in CNN Inference   이제민   대한전자공학회 학술 대회 (하계) 2022, pp.1538-1539
Journal
2022 Time-Invariant Features-Based Online Learning for Long-Term Notification Management: A Longitudinal Study   Jemin Lee   Applied Sciences, v.12, no.11, pp.1-12 0
Conference
2021 Performance Improvement of Neural-net Computation using Branch-Parallel Execution on Heterogeneous Processing Units   유미선   대한임베디드공학회 학술 대회 (추계) 2021, pp.257-260
Conference
2021 Mixed-Precision Quantization via Glow Compiler Extension   이제민   대한임베디드공학회 학술 대회 (추계) 2021, pp.205-207
Conference
2021 Development of Scalable HLS based Deep Learning Accelerator   권용인   대한임베디드공학회 학술 대회 (추계) 2021, pp.247-249
Journal
2020 PASS: Reducing Redundant Interactions between a Smartphone and a Smartwatch for Energy Saving   Jemin Lee   IEEE Transactions on Mobile Computing, v.19, no.11, pp.2656-2669 4
Conference
2020 Accuracy Improvement of Quantized Neural Network Model Based on Operator Fusion for NPU   이제민   대한임베디드공학회 학술 대회 (추계) 2020, pp.1-4
Conference
2020 Tiling and Scheduling: Machine code optimization for deep learning accelerators   권용인   한국 컴퓨터 종합 학술 대회 2020, pp.1-3
Conference
2020 Accelerating the Inference of CNN using Target-Independent Operator Fusion based on the Glow Compiler   이제민   IEMEK Symposium on Embedded Technology (ISET) 2020, pp.64-66
Conference
2020 Profiling-based Graph Partitioning System for Multi-accelerator Deep Learning Compilers   유미선   IEMEK Symposium on Embedded Technology (ISET) 2020, pp.67-70
Conference
2020 Accelerating Object Detection for CPU using the Glow Compiler   이제민   한국 컴퓨터 종합 학술 대회 2020, pp.212-214
Conference
2020 An Automatic C/C++ code Generation Framework for Deep Neural Network Deployment on Embedded Devices   유미선   한국 컴퓨터 종합 학술 대회 2020, pp.691-693
Conference
2020 Performance Improvement by Extending ISA of a HLS Based Deep Learning Accelerator   권용인   IEMEK Symposium on Embedded Technology (ISET) 2020, pp.46-49
Journal
2020 Hardware Resource Analysis in Distributed Training with Edge Devices   Sihyeong Park  Electronics, v.9, no.1, pp.1-13 4
Conference
2019 Data Collection Framework for Mobile IoT Services   유주원  한국소프트웨어 종합 학술 대회 2019, pp.1-2
Conference
2019 Fire in Your Hands: Understanding Thermal Behavior of Smartphones   Soowon Kang  International Conference on Mobile Computing and Networking (MobiCom) 2019, pp.1-16 28
Conference
2019 Performance Comparison of Deep Learning Compilers   유미선   한국 컴퓨터 종합 학술 대회 2019, pp.1076-1078