Jinwon Lee

54 papers A* 2A 4B 1C 2Misc 3Journal 35Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adelia: A 4-nm LLM Processing Unit With Streamlined Dataflow and Dual-Mode Parallelism for Maximizing Hardware Efficiency.
IEEE J. Solid State Circuits
Sukbin Lim, Jung-Hoon Kim, Seungjae Moon, Junseo Cha, Dongjin Seo, Jongho Kim, Hunjong Lee, Jinwon Lee, Joo-Young Kim
2025 — conf
APOLLO: SGD-like Memory, AdamW-level Performance.
MLSys
Hanqing Zhu, Zhenyu Zhang, Wenyan Cong, Xi Liu, Sem Park, Vikas Chandra, Bo Long, David Z. Pan, Zhangyang Wang, Jinwon Lee
2025 J jnl
Learning Expert-Level Racing Strategies via Scheduled Cost Functions in Model Predictive Control.
IEEE Trans. Intell. Veh.
Jonghak Bae, Jaehyun Lim, Bogyeong Suh, Jinwon Lee, Kunhee Ryu, Jinsung Kim, Jongeun Choi
2025 J jnl
The Path Not Taken: RLVR Provably Learns Off the Principals.
CoRR
Hanqing Zhu, Zhenyu Zhang, Hanxian Huang, DiJia Su, Zechun Liu, Jiawei Zhao, Igor Fedorov, Hamed Pirsiavash, Zhizhou Sha, Jinwon Lee, David Z. Pan, Zhangyang Wang, Yuandong Tian, Kai Sheng Tai
2024 J jnl
A Latency Processing Unit: A Latency-Optimized and Highly Scalable Processor for Large Language Model Inference.
IEEE Micro
Seungjae Moon, Jung-Hoon Kim, Junsoo Kim, Seongmin Hong, Junseo Cha, Minsu Kim, Sukbin Lim, Gyubin Choi, Dongjin Seo, Jongho Kim, Hunjong Lee, Hyunjun Park, Ryeowook Ko, Soongyu Choi, Jongse Park, Jinwon Lee, Joo-Young Kim
2024 J jnl
APOLLO: SGD-like Memory, AdamW-level Performance.
CoRR
Hanqing Zhu, Zhenyu Zhang, Wenyan Cong, Xi Liu, Sem Park, Vikas Chandra, Bo Long, David Z. Pan, Zhangyang Wang, Jinwon Lee
2024 J jnl
LPU: A Latency-Optimized and Highly Scalable Processor for Large Language Model Inference.
CoRR
Seungjae Moon, Jung-Hoon Kim, Junsoo Kim, Seongmin Hong, Junseo Cha, Minsu Kim, Sukbin Lim, Gyubin Choi, Dongjin Seo, Jongho Kim, Hunjong Lee, Hyunjun Park, Ryeowook Ko, Soongyu Choi, Jongse Park, Jinwon Lee, Joo-Young Kim
2023 J jnl
BRepGAT: Graph neural network to segment machining feature faces in a B-rep model.
J. Comput. Des. Eng.
Jinwon Lee, Changmo Yeo, Sang-Uk Cheon, Jun Hwan Park, Duhwan Mun
2023 J jnl
Fuzzy TSMCSPO for Trajectory Tracking of Nuclear Reactor Dismantlement Robot Manipulator.
IEEE Access
Chengqian Li, Hamza Khan, Jinwon Lee, Jaehyung Kim, Min Cheol Lee
2023 — conf
Generative Model-Based Simulation of Driver Behavior When Using Control Input Interface for Teleoperated Driving in Unstructured Canyon Terrains.
TAROS
Hyeonggeun Yun, Younggeol Cho, Jinwon Lee, Arim Ha, Jihyeok Yun
2023 J jnl
Generative Model-based Simulation of Driver Behavior when Using Control Input Interface for Teleoperated Driving in Unstructured Canyon Terrains.
CoRR
Hyeonggeun Yun, Younggeol Cho, Jinwon Lee, Arim Ha, Jihyeok Yun
2023 J jnl
GoonDAE: Denoising-Based Driver Assistance for Off-Road Teleoperation.
IEEE Robotics Autom. Lett.
Younggeol Cho, Hyeonggeun Yun, Jinwon Lee, Arim Ha, Jihyeok Yun
2023 J jnl
Machining feature recognition using descriptors with range constraints for mechanical 3D models.
CoRR
Seungeun Lim, Changmo Yeo, Fazhi He, Jinwon Lee, Duhwan Mun
2023 — conf
Research Trend Analysis of Usability Evaluation in Exoskeleton Robots.
HCI (44)
Kyung-Sun Lee, Jinwon Lee, Jaejin Hwang
2023 J jnl
Simplification of 3D CAD Model in Voxel Form for Mechanical Parts Using Generative Adversarial Networks.
Comput. Aided Des.
Hyunoh Lee, Jinwon Lee, Soonjo Kwon, Karthik Ramani, Hyung-Gun Chi, Duhwan Mun
2022 J jnl
Deep learning-based digitalization of a part catalog book to generate part specification by a neutral reference data dictionary.
Comput. Ind.
Jinwon Lee, Changmo Yeo, Hyotae Kim, Duhwan Mun
2022 J jnl
Development of a service parts recommendation system using clustering and classification of machine learning.
Expert Syst. Appl.
Young-Hwan Choi, Jinwon Lee, Jeongsam Yang
2022 J jnl
Effect of Torso Kinematics on Gait Phase Estimation at Different Walking Speeds.
Frontiers Neurorobotics
Woolim Hong, Jinwon Lee, Pilwon Hur
2022 J jnl
GoonDAE: Denoising-Based Driver Assistance for Off-Road Teleoperation.
CoRR
Younggeol Cho, Hyeonggeun Yun, Jinwon Lee, Arim Ha, Jihyeok Yun
2022 J jnl
ODS-Bot: Mobile Robot Navigation for Outdoor Delivery Services.
IEEE Access
Jinwon Lee, Geonhyeok Park, Ikhyeon Cho, Keundong Kang, Daehyun Pyo, Soohyun Cho, Minwoo Cho, Woojin Chung
2022 J jnl
Reliable Domain-Specific Exclusive Logic Gates Using Reconfigurable Sequential Logic Based on Antiparallel Bipolar Memristors.
Adv. Intell. Syst.
Tae Gyun Park, Yeong Rok Kim, Jihun Kim, Jinwon Lee, Cheol Seong Hwang
2022 J jnl
Reliable Domain-Specific Exclusive Logic Gates Using Reconfigurable Sequential Logic Based on Antiparallel Bipolar Memristors.
Adv. Intell. Syst.
Tae Gyun Park, Yeong Rok Kim, Jihun Kim, Jinwon Lee, Cheol Seong Hwang
2021 J jnl
Connectivity-based convolutional neural network for classifying point clouds.
Pattern Recognit.
Jinwon Lee, Sang-Uk Cheon, Jeongsam Yang
2021 J jnl
Dataset and method for deep learning-based reconstruction of 3D CAD models containing machining features for mechanical parts.
J. Comput. Des. Eng.
Hyunoh Lee, Jinwon Lee, Hyungki Kim, Duhwan Mun
2021 C conf
PSVD: Post-Training Compression of LSTM-Based RNN-T Models.
ASRU
Suwa Xu, Jinwon Lee, Jim Steele
2021 J jnl
Trajectory Planner CDT-RRT* for Car-Like Mobile Robots toward Narrow and Cluttered Environments.
Sensors
Hyunki Kwon, Donggeun Cha, Jihoon Seong, Jinwon Lee, Woojin Chung
2020 — conf
LSQ+: Improving low-bit quantization through learnable offsets and better initialization.
CVPR Workshops
Yash Bhalgat, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, Nojun Kwak
2020 J jnl
LSQ+: Improving low-bit quantization through learnable offsets and better initialization.
CoRR
Yash Bhalgat, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, Nojun Kwak
2020 J jnl
Learned Threshold Pruning.
CoRR
Kambiz Azarian, Yash Bhalgat, Jinwon Lee, Tijmen Blankevoort
2020 — conf
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices.
MLSys
Byung Hoon Ahn, Jinwon Lee, Jamie Menjay Lin, Hsin-Pai Cheng, Jilei Hou, Hadi Esmaeilzadeh
2020 J jnl
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices.
CoRR
Byung Hoon Ahn, Jinwon Lee, Jamie Menjay Lin, Hsin-Pai Cheng, Jilei Hou, Hadi Esmaeilzadeh
2019 J jnl
Accelerated Training for CNN Distributed Deep Learning through Automatic Resource-Aware Layer Placement.
CoRR
Jay H. Park, Sunghwan Kim, Jinwon Lee, Myeongjae Jeon, Sam H. Noh
2019 Misc conf
Automatic Grammar Augmentation for Robust Voice Command Recognition.
ICASSP
Yang Yang, Anusha Lalitha, Jinwon Lee, Chris Lott
2019 J jnl
QKD: Quantization-aware Knowledge Distillation.
CoRR
Jangho Kim, Yash Bhalgat, Jinwon Lee, Chirag Patel, Nojun Kwak
2018 J jnl
Automatic Grammar Augmentation for Robust Voice Command Recognition.
CoRR
Yang Yang, Anusha Lalitha, Jinwon Lee, Chris Lott
2018 A* conf
Efficient reinforcement learning for automating human decision-making in SoC design.
DAC
Shankar Sadasivam, Zhuo Chen, Jinwon Lee, Rajeev Jain
2017 A conf
A Fully Convolutional Neural Network for Speech Enhancement.
INTERSPEECH
Se Rim Park, Jinwon Lee
2016 J jnl
A Fully Convolutional Neural Network for Speech Enhancement.
CoRR
Se Rim Park, Jinwon Lee
2012 J jnl
MobiCon: a mobile context-monitoring platform.
Commun. ACM
Youngki Lee, S. S. Iyengar, Chulhong Min, Younghyun Ju, Seungwoo Kang, Taiwoo Park, Jinwon Lee, Yunseok Rhee, Junehwa Song
2011 A conf
Demo: e-gesture - a collaborative architecture for energy-efficient gesture recognition with hand-worn sensor and mobile devices.
MobiSys
Taiwoo Park, Jinwon Lee, Inseok Hwang, Chungkuk Yoo, Lama Nachman, Junehwa Song
2011 Misc conf
E-Gesture: a collaborative architecture for energy-efficient gesture recognition with hand-worn sensor and mobile devices.
SenSys
Taiwoo Park, Jinwon Lee, Inseok Hwang, Chungkuk Yoo, Lama Nachman, Junehwa Song
2010 J jnl
A Scalable and Energy-Efficient Context Monitoring Framework for Mobile Personal Sensor Networks.
IEEE Trans. Mob. Comput.
Seungwoo Kang, Jinwon Lee, Hyukjae Jang, Youngki Lee, Souneil Park, Junehwa Song
2010 Misc conf
Don't slow me down: Bringing energy efficiency to continuous gesture recognition.
ISWC
Giuseppe Raffa, Jinwon Lee, Lama Nachman, Junehwa Song
2010 A* conf
Orchestrator: An active resource orchestration framework for mobile context monitoring in sensor-rich mobile environments.
PerCom
Seungwoo Kang, Youngki Lee, Chulhong Min, Younghyun Ju, Taiwoo Park, Jinwon Lee, Yunseok Rhee, Junehwa Song
2009 J jnl
BMQ-Processor: A High-Performance Border-Crossing Event Detection Framework for Large-Scale Monitoring Applications.
IEEE Trans. Knowl. Data Eng.
Jinwon Lee, Seungwoo Kang, Youngki Lee, SangJeong Lee, Junehwa Song
2008 J jnl
HiCon: a hierarchical context monitoring and composition framework for next-generation context-aware services.
IEEE Netw.
Kyungmin Cho, Inseok Hwang, Seungwoo Kang, Byoungjip Kim, Jinwon Lee, SangJeong Lee, Souneil Park, Junehwa Song, Yunseok Rhee
2008 A conf
SeeMon: scalable and energy-efficient context monitoring framework for sensor-rich mobile environments.
MobiSys
Seungwoo Kang, Jinwon Lee, Hyukjae Jang, Hyonik Lee, Youngki Lee, Souneil Park, Taiwoo Park, Junehwa Song
2007 J jnl
CISS: An efficient object clustering framework for DHT-based peer-to-peer applications.
Comput. Networks
Jinwon Lee, Hyonik Lee, Seungwoo Kang, Su Myeon Kim, Junehwa Song
2006 J jnl
Accelerating Database Processing at Database-Driven Web Sites.
IEICE Trans. Inf. Syst.
Seunglak Choi, Jinwon Lee, Su Myeon Kim, Junehwa Song, Yoon-Joon Lee
2006 B conf
BMQ-Index: Shared and Incremental Processing of Border Monitoring Queries over Data Streams.
MDM
Jinwon Lee, Youngki Lee, Seungwoo Kang, SangJeong Lee, Hyunju Jin, Byoungjip Kim, Junehwa Song
2004 — conf
Accelerating Database Processing at e-Commerce Sites.
EC-Web
Seunglak Choi, Jinwon Lee, Su Myeon Kim, Junehwa Song, Yoon-Joon Lee
2004 — conf
CISS: An Efficient Object Clustering Framework for DHT-Based Peer-to-Peer Applications.
DBISP2P
Jinwon Lee, Hyonik Lee, Seungwoo Kang, Sungwon Peter Choe, Junehwa Song
2004 A conf
CLASH: A Protocol for Internet-Scale Utility-Oriented Distributed Computing.
ICDCS
Archan Misra, Paul C. Castro, Jinwon Lee
2004 C conf
Content Aggregation Middleware (CAM) for Fast Development of High Performance Web Syndication Services.
NPC
Su Myeon Kim, Jinwon Lee, SungJae Jo, Junehwa Song