Jinho Lee

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 123

Top Venues

Publications

Jinkyu Yim, Jaeyong Song, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, Jinho Lee
Pipette: Automatic Fine-Grained Large Language Model Training Configurator for Real-World Clusters. DATE (2024)
Jinkyu Yim, Jaeyong Song, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, Jinho Lee
Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World Clusters. CoRR (2024)
Soyeon Seo, Jinho Lee, Yongho Lee, Hyunchol Shin
A 28 GHz 5-Bit Phase Shifter MMIC with 5.4° RMS Phase Error in GaN HEMT Process. ICEIC (2024)
Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee
DataFreeShield: Defending Adversarial Attacks without Training Data. CoRR (2024)
Yiqi Lin, Yuki Endo, Jinho Lee, Shunsuke Kamijo
Bandit-NAS: Bandit sampling and training method for Neural Architecture Search. Neurocomputing 597 (2024)
Seungwoo Nham, Jinho Lee, Seongryul Yang, Jihun Kim, Shunsuke Kamijo
Scenario-Based Segmentation: Traffic Image Segmentation by GNN Based Driver's Scenario. IEEE Access 12 (2024)
Seongyeon Park, Junguk Hong, Jaeyong Song, Hajin Kim, Youngsok Kim, Jinho Lee
AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping. PPoPP (2024)
Hongsun Jang, Jaeyong Song, Jaewon Jung, Jaeyoung Park, Youngsok Kim, Jinho Lee
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System. HPCA (2024)
Seongyeon Park, Junguk Hong, Jaeyong Song, Hajin Kim, Youngsok Kim, Jinho Lee
AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping. CoRR (2024)
Jaewon Jung, Hongsun Jang, Jaeyong Song, Jinho Lee
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor. CoRR (2024)
Donghee Choi, Jinkyu Kim, Mogan Gim, Jinho Lee, Jaewoo Kang
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection. CoRR (2024)
Changmin Shin, Taehee Kwon, Jaeyong Song, Jae Hyung Ju, Frank Liu, YeonKyu Choi, Jinho Lee
A Case for In-Memory Random Scatter-Gather for Fast Graph Processing. IEEE Comput. Archit. Lett. 23 (1) (2024)
Hongsun Jang, Jaeyong Song, Jaewon Jung, Jaeyoung Park, Youngsok Kim, Jinho Lee
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System. CoRR (2024)
Soyeon Seo, Jinho Lee, Yongho Lee, Hyunchol Shin
A 28 GHz GaN 6-Bit Phase Shifter MMIC with Continuous Tuning Calibration Technique. Sensors 24 (4) (2024)
Jinho Lee, Geonkyu Bang, Takaya Shimizu, Masato Iehara, Shunsuke Kamijo
LiDAR-to-Radar Translation Based on Voxel Feature Extraction Module for Radar Data Augmentation. Sensors 24 (2) (2024)
Si Ung Noh, Junguk Hong, Chaemin Lim, Seongyeon Park, Jeehyun Kim, Hanjun Kim, Youngsok Kim, Jinho Lee
PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices. CoRR (2024)
Kanghyun Choi, Hyeyoon Lee, Dain Kwon, Sunjong Park, Kyuyeun Kim, Noseong Park, Jinho Lee
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity. CoRR (2024)
Si Ung Noh, Junguk Hong, Chaemin Lim, Seongyeon Park, Jeehyun Kim, Hanjun Kim, Youngsok Kim, Jinho Lee
PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices. ISCA (2024)
Geonkyu Bang, Jinho Lee, Yuki Endo, Toshiaki Nishimori, Kenta Nakao, Shunsuke Kamijo
Semantic and Geometric-Aware Day-to-Night Image Translation Network. Sensors 24 (4) (2024)
Qianwen Lu, Jinho Lee, Yuki Endo, Shunsuke Kamijo
Artistic Line Drawing Rendering With Priors of Depth and Edge Density. IEEE Multim. 30 (4) (2023)
Mingi Yoo, Jaeyong Song, Hyeyoon Lee, Jounghoo Lee, Namhyung Kim, Youngsok Kim, Jinho Lee
Slice-and-Forge: Making Better Use of Caches for Graph Convolutional Network Accelerators. CoRR (2023)
Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, Jinho Lee
Pipe-BD: Pipelined Parallel Blockwise Distillation. CoRR (2023)
Jaeyong Song, Hongsun Jang, Jaewon Jung, Youngsok Kim, Jinho Lee
GraNNDis: Efficient Unified Distributed Training Framework for Deep GNNs on Large Clusters. CoRR (2023)
Mingi Yoo, Jaeyong Song, Jounghoo Lee, Namhyung Kim, Youngsok Kim, Jinho Lee
SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators. CoRR (2023)
Haiyang Liu, Yuki Endo, Jinho Lee, Shunsuke Kamijo
SandGAN: Style-Mix Assisted Noise Distortion for Imbalanced Conditional Image Synthesis. Neurocomputing 559 (2023)
Chaemin Lim, Suhyun Lee, Jinwoo Choi, Jounghoo Lee, Seongyeon Park, Hanjun Kim, Jinho Lee, Youngsok Kim
Design and Analysis of a Processing-in-DIMM Join Algorithm: A Case Study with UPMEM DIMMs. Proc. ACM Manag. Data 1 (2) (2023)
Deokki Hong, Kanghyun Choi, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
Enabling Hard Constraints in Differentiable Neural Network and Accelerator Co-Exploration. CoRR (2023)
Luis Torres, Jinho Lee, Taku Hachisu, Sandra Puentes
Validity of Accelerometer-Based Sensor System for Muscle Tightness Estimation through Vibration on the Upper Limb. EMBC (2023)
Seongyeon Park, Hajin Kim, Tanveer Ahmad, Nauman Ahmed, Zaid Al-Ars, H. Peter Hofstee, Youngsok Kim, Jinho Lee
SaLoBa: Maximizing Data Locality and Workload Balance for Fast Sequence Alignment on GPUs. CoRR (2023)
Jaeyong Song, Jinkyu Yim, Jaewon Jung, Hongsun Jang, Hyung-Jin Kim, Youngsok Kim, Jinho Lee
Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression. CoRR (2023)
Jaewon Jung, Jaeyong Song, Hongsun Jang, Hyeyoon Lee, Kanghyun Choi, Noseong Park, Jinho Lee
Fast Adversarial Training with Dynamic Batch-level Attack Control. DAC (2023)
Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, Jinho Lee
Pipe-BD: Pipelined Parallel Blockwise Distillation. DATE (2023)
Jinho Lee, Burin Amornpaisannon, Andreas Diavastos, Trevor E. Carlson
3DRA: Dynamic Data-Driven Reconfigurable Architecture. IEEE Access 11 (2023)
Jinwoo Choi, Yeonan Ha, Jounghoo Lee, Sangsu Lee, Jinho Lee, Hanhwi Jang, Youngsok Kim
Enabling Fine-Grained Spatial Multitasking on Systolic-Array NPUs Using Dataflow Mirroring. IEEE Trans. Computers 72 (12) (2023)
Seungwoo Nham, Jinho Lee, Shunsuke Kamijo
DCSeg-Net: Driver's Cognition Based Semantic Segmentation by Multi-Level Feature Extraction. ITSC (2023)
Jaeyong Song, Jinkyu Yim, Jaewon Jung, Hongsun Jang, Hyung-Jin Kim, Youngsok Kim, Jinho Lee
Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression. ASPLOS (2) (2023)
Mingi Yoo, Jaeyong Song, Jounghoo Lee, Namhyung Kim, Youngsok Kim, Jinho Lee
SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators. HPCA (2023)
Geonkyu Bang, Jinho Lee, Yuki Endo, Toshiaki Nishimori, Kenta Nakao, Shunsuke Kamijo
Semantic Attention-guided Day-to-Night Image Translation Network. ITSC (2023)
Jinho Lee, Geonkyu Bang, Toshiaki Nishimori, Kenta Nakao, Shunsuke Kamijo
Advanced LiDAR Translation for Huge Domain Gap to Handle Adverse Weather Change. VTC2023-Spring (2023)
Daiki Shiotsuka, Jinho Lee, Yuki Endo, Ehsan Javanmardi, Kunio Takahashi, Kenta Nakao, Shunsuke Kamijo
GAN-Based Semantic-Aware Translation for Day-to-Night Images. ICCE (2022)
Kanghyun Choi, Hyeyoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher. CVPR (2022)
Deokki Hong, Kanghyun Choi, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
Enabling hard constraints in differentiable neural network and accelerator co-exploration. DAC (2022)
Seongyeon Park, Hajin Kim, Tanveer Ahmad, Nauman Ahmed, Zaid Al-Ars, H. Peter Hofstee, Youngsok Kim, Jinho Lee
SALoBa: Maximizing Data Locality and Workload Balance for Fast Sequence Alignment on GPUs. IPDPS (2022)
Jinho Lee, Daiki Shiotsuka, Toshiaki Nishimori, Kenta Nakao, Shunsuke Kamijo
LiDAR Translation Based on Empirical Approach between Sunny and Foggy for Driving Simulation. WPMC (2022)
Jounghoo Lee, Yeonan Ha, Suhyun Lee, Jinyoung Woo, Jinho Lee, Hanhwi Jang, Youngsok Kim
GCoM: a detailed GPU core model for accurate analytical modeling of modern GPUs. ISCA (2022)
Jinho Lee, Sungwoo Park, Jungyu Ahn, Jonghun Kwak
ETF Portfolio Construction via Neural Network trained on Financial Statement Data. CoRR (2022)
Jinwoo Choi, Jaeyeon Kim, Chaemin Lim, Suhyun Lee, Jinho Lee, Dokyung Song, Youngsok Kim
GuardiaNN: Fast and Secure On-Device Inference in TrustZone Using Embedded SRAM and Cryptographic Hardware. Middleware (2022)
Jinho Lee, Jungyoul Lim, Wonhee You
Lateral and Roll Vibration Reduction by using a Semi-active Magnetorheological Damper in a High Speed Capsule Train. ASCC (2022)
Jinho Lee, Daiki Shiotsuka, Toshiaki Nishimori, Kenta Nakao, Shunsuke Kamijo
GAN-Based LiDAR Translation between Sunny and Adverse Weather for Autonomous Driving and Driving Simulation. Sensors 22 (14) (2022)
Chul-Hee Cho, Si-Jun Kim, Young-Seok Lee, Won-nyoung Jeong, In-Ho Seong, Jang-Jae Lee, Minsu Choi, Ye-Bin You, Sang-Ho Lee, Jinho Lee, Shin-Jae You
Refined Appearance Potential Mass Spectrometry for High Precision Radical Density Quantification in Plasma. Sensors 22 (17) (2022)
Jonghun Kwak, Jungyu Ahn, Jinho Lee, Sungwoo Park
Shai-am: A Machine Learning Platform for Investment Strategies. CoRR (2022)
Shinnung Jeong, Yongwoo Lee, Jaeho Lee, Heelim Choi, Seungbin Song, Jinho Lee, Youngsok Kim, Hanjun Kim
Decoupling Schedule, Topology Layout, and Algorithm to Easily Enlarge the Tuning Space of GPU Graph Processing. PACT (2022)
Namhyung Kim, Hanmin Park, Dongwoo Lee, Sungbum Kang, Jinho Lee, Kiyoung Choi
ComPreEND: Computation Pruning through Predictive Early Negative Detection for ReLU in a Deep Neural Network Accelerator. IEEE Trans. Computers 71 (7) (2022)
Jihoon Do, Soowoong Kim, Hahyun Lee, Jinho Lee, Seong-Jun Bae, Gun Bang, Jung Won Kang
Video Coding Tool Performance for Multi-View Texture map. ICTC (2022)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
Improving Gradient Paths for Binary Convolutional Neural Networks. BMVC (2022)
Mingi Yoo, Jaeyong Song, Hyeyoon Lee, Jounghoo Lee, Namhyung Kim, Youngsok Kim, Jinho Lee
Slice-and-Forge: Making Better Use of Caches for Graph Convolutional Network Accelerators. PACT (2022)
Jinho Lee, Burin Amornpaisannon, Tulika Mitra, Trevor E. Carlson
GraphWave: A Highly-Parallel Compute-at-Memory Graph Processing Accelerator. DATE (2022)
Kanghyun Choi, Hyeyoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher. CoRR (2022)
Kanghyun Choi, Deokki Hong, Noseong Park, Youngsok Kim, Jinho Lee
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples. NeurIPS (2021)
Jounghoo Lee, Jinwoo Choi, Jaeyeon Kim, Jinho Lee, Youngsok Kim
Dataflow Mirroring: Architectural Support for Highly Efficient Fine-Grained Spatial Multitasking on Systolic-Array NPUs. DAC (2021)
Kanghyun Choi, Deokki Hong, Noseong Park, Youngsok Kim, Jinho Lee
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples. CoRR (2021)
Kai Han, Jinho Lee, Lang Huang, Fangcheng Liu, Seiichi Uchida, Chao Zhang
Mining Neighbor Frames for Person Re-identification by Global Optimal Tracking. ICSI (2) (2021)
Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee
DANCE: Differentiable Accelerator/Network Co-Exploration. DAC (2021)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
An Attention Module for Convolutional Neural Networks. ICANN (1) (2021)
Heesu Kim, Hanmin Park, Taehyun Kim, Kwanheum Cho, Eojin Lee, Soojung Ryu, Hyuk-Jae Lee, Kiyoung Choi, Jinho Lee
GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent. CoRR (2021)
Jinho Lee, Dong-Jun Won
Optimal Operation Strategy of Virtual Power Plant Considering Real-Time Dispatch Uncertainty of Distributed Energy Resource Aggregation. IEEE Access 9 (2021)
Baozhou Zhu, H. Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Al-Ars
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression. CoRR (2021)
Heesu Kim, Hanmin Park, Taehyun Kim, Kwanheum Cho, Eojin Lee, Soojung Ryu, Hyuk-Jae Lee, Kiyoung Choi, Jinho Lee
GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent. HPCA (2021)
Baozhou Zhu, H. Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Al-Ars
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression. IJCAI (2021)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
An Attention Module for Convolutional Neural Networks. CoRR (2021)
Jinho Lee, Trevor E. Carlson
Ultra-Fast CGRA Scheduling to Enable Run Time, Programmable CGRAs. DAC (2021)
Mingi Yoo, Jaeyong Song, Jounghoo Lee, Namhyung Kim, Youngsok Kim, Jinho Lee
Making a Better Use of Caches for GCN Accelerators with Feature Slicing and Automatic Tile Morphing. IEEE Comput. Archit. Lett. 20 (2) (2021)
Jian Fang, Jianyu Chen, Jinho Lee, Zaid Al-Ars, H. Peter Hofstee
An Efficient High-Throughput LZ77-Based Decompressor in Reconfigurable Logic. J. Signal Process. Syst. 92 (9) (2020)
Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang
MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI (2020)
Mayoore S. Jaiswal, Bumsoo Kang, Jinho Lee, Minsik Cho
MUTE: Inter-class Ambiguity Driven Multi-hot Target Encoding for Deep Neural Network Design. CVPR Workshops (2020)
Seong-Jun Bae, Soowoong Kim, Hahyun Lee, Jinho Lee, Sung-Chang Lim, Gun Bang, Jung Won Kang
2D Reprojection of Plenoptic 3D Voxel Data Using Gaussian Intensity Spreading. ICTC (2020)
Hyunsuk Ko, Jinho Lee, Jungwon Kang, Hui Yong Kim
Edge-Preserving Reference Sample Filtering and Mode-Dependent Interpolation for Intra-Prediction. IEEE Trans. Circuits Syst. Video Technol. 30 (1) (2020)
Dohyeon Park, Jinho Lee, Jung-Won Kang, Jae-Gon Kim
Simplified Triangular Partitioning Mode in Versatile Video Coding. IEICE Trans. Inf. Syst. (2) (2020)
Jian Fang, Yvo T. B. Mulder, Jan Hidders, Jinho Lee, H. Peter Hofstee
In-memory database acceleration on FPGAs: a survey. VLDB J. 29 (1) (2020)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks. CoRR (2020)
Sunghyeon Kim, Hyeyoon Lee, Sunjong Park, Jinho Lee, Keunwoo Choi
Deep Composer Classification Using Symbolic Representation. CoRR (2020)
Inseok Hwang, Jinho Lee, Frank Liu, Minsik Cho
SimEx: Express Prediction of Inter-dataset Similarity by a Fleet of Autoencoders. CoRR (2020)
YongTak Yoon, JangSoo Lee, Jinho Lee, Beomjoon Kim, Yalew Zelalem Jembre
Adaptive Sensor Data Transmission Scheduling Scheme for Smart Home Networks. VTC Fall (2020)
Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee
DANCE: Differentiable Accelerator/Network Co-Exploration. CoRR (2020)
Jinho Lee, Inseok Hwang, Soham Shah, Minsik Cho
FlexReduce: Flexible All-reduce for Distributed Deep Learning on Asymmetric Network Topology. DAC (2020)
Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang
MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System. CoRR (2020)
Jinho Lee, Inseok Hwang, Thomas Hubregtsen, Anne E. Gattiker, Christopher M. Durham
Accelerating Conversational Agents Built With Off-the-Shelf Modularized Services. IEEE Pervasive Comput. 18 (2) (2019)
Dohyeon Park, Yong-Uk Yoon, Jae-Gon Kim, Jinho Lee, Jung Won Kang
Enhancement on the Entropy Coding of Intra Mode in VVC. BMSB (2019)
Mayoore S. Jaiswal, Bumsoo Kang, Jinho Lee, Minsik Cho
MUTE: Data-Similarity Driven Multi-hot Target Encoding for Neural Network Design. CoRR (2019)
Jian Fang, Jianyu Chen, Jinho Lee, Zaid Al-Ars, H. Peter Hofstee
Refine and Recycle: A Method to Increase Decompression Parallelism. ASAP (2019)
Bumsoo Kang, Inseok Hwang, Jinho Lee, Seungchul Lee, Taegyeong Lee, Youngjae Chang, Min Kyung Lee
Towards Peripheral Awareness of Remote Family Member's Context Using Self-mobile Robotic Avatars. MobiSys (2019)
Mayoore Jaiswal, H. Peter Hofstee, Valerie Chen, Suvadip Paul, Rogério Feris, Frank Liu, Anupama Jagannathan, Anne Gattiker, Inseok Hwang, Jinho Lee, Matthew Tong, Sahil Dureja, Soham Shah
Video-Text Compliance: Activity Verification Based on Natural Language Instructions. ICCV Workshops (2019)
Jinho Lee, Raehyun Kim, Yookyung Koh, Jaewoo Kang
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network. IEEE Access 7 (2019)
Jinho Lee, Frank Liu
An Efficient Graph Compressor Based on Adaptive Prefix Encoding. SSDBM (2019)
Jian Fang, Jianyu Chen, Jinho Lee, Zaid Al-Ars, H. Peter Hofstee
A Fine-Grained Parallel Snappy Decompressor for FPGAs Using a Relaxed Execution Model. FCCM (2019)
Vikram Chandrasekhar, Yuqiang Heng, Joonyoung Cho, Jinho Lee, Jianzhong Zhang, Jeffrey G. Andrews
Experience-Centric Mobile Video Scheduling Through Machine Learning. IEEE Access 7 (2019)
Hyunjin Cho, Myoungin Shin, Jinho Lee, Wan-Jin Kim, Woo-Shik Kim, Wooyoung Hong
A study of the effectiveness analysis for survivability of a surface warship from a torpedo attack. J. Simulation 13 (4) (2019)
Kyuseung Han, Jae-Jin Lee, Woojoo Lee, Jinho Lee
A Diagnosable Network-on-Chip for FPGA Verification of Intellectual Properties. IEEE Des. Test 36 (2) (2019)
Jinho Lee, Raehyun Kim, Yookyung Koh, Jaewoo Kang
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network. CoRR (2019)
Jooyoung Chang, Joo Young Shin, Taehoon Ko, Jinho Lee, Baek-Lok Oh, Ki Ho Park, Ahryoung Ko, Sang Min Park, Seulggie Choi, Kyuwoong Kim, Sung Min Kim, Jae Moon Yun, Uk Kang, Il Hyung Shin
Association of DeepLearning-Based Fundus Age Difference with Carotid Atherosclerosis and Mortality. BIBM (2019)

Jinho Lee.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jinho Lee