Intelligent NoC with neuro-fuzzy bandwidth regulation for a 51 IP object recognition processor. - Seungjin Lee 001; Jinwook Oh; Minsu Kim 004; Junyoung Park 002; Joonsoo Kwon; Joo-Young Kim 001; Hoi-Jun Yoo (CICC, 2010)

A 30fps stereo matching processor based on belief propagation with disparity-parallel PE array architecture. - Junyoung Park 002; Seungjin Lee 001; Hoi-Jun Yoo (ISCAS, 2010)

A 345mW heterogeneous many-core processor with an intelligent inference engine for robust object recognition. - Seungjin Lee 001; Jinwook Oh; Minsu Kim 004; Junyoung Park 002; Joonsoo Kwon; Hoi-Jun Yoo (ISSCC, 2010)

A 118.4 GB/s Multi-Casting Network-on-Chip With Hierarchical Star-Ring Combined Topology for Real-Time Object Recognition. - Joo-Young Kim 001; Junyoung Park 002; Seungjin Lee 001; Minsu Kim 004; Jinwook Oh; Hoi-Jun Yoo (IEEE J. Solid State Circuits, 2010)

A 92mW real-time traffic sign recognition system with robust light and dark adaptation. - Junyoung Park 002; Joonsoo Kwon; Jinwook Oh; Seungjin Lee 001; Hoi-Jun Yoo (A-SSCC, 2011)

A low-energy hybrid radix-4/-8 multiplier for portable multimedia applications. - Gyeonghoon Kim; Seungjin Lee 001; Junyoung Park 002; Hoi-Jun Yoo (ISCAS, 2011)

A 57mW embedded mixed-mode neuro-fuzzy accelerator for intelligent multi-core processor. - Jinwook Oh; Junyoung Park 002; Gyeonghoon Kim; Seungjin Lee 001; Hoi-Jun Yoo (ISSCC, 2011)

A 345 mW Heterogeneous Many-Core Processor With an Intelligent Inference Engine for Robust Object Recognition. - Seungjin Lee 001; Jinwook Oh; Junyoung Park 002; Joonsoo Kwon; Minsu Kim 004; Hoi-Jun Yoo (IEEE J. Solid State Circuits, 2011)

Online Reinforcement Learning NoC for portable HD object recognition processor. - Junyoung Park 002; Injoon Hong; Gyeonghoon Kim; Jinwook Oh; Seungjin Lee 001; Hoi-Jun Yoo (CICC, 2012)

A simultaneous multithreading heterogeneous object recognition processor with machine learning based dynamic resource management. - Jinwook Oh; Gyeonghoon Kim; Junyoung Park 002; Injoon Hong; Seungjin Lee 001; Joo-Young Kim 001; Hoi-Jun Yoo (COOL Chips, 2012)

A 320mW 342GOPS real-time moving object recognition processor for HD 720p video streams. - Jinwook Oh; Gyeonghoon Kim; Junyoung Park 002; Injoon Hong; Seungjin Lee 001; Hoi-Jun Yoo (ISSCC, 2012)

A 92-mW Real-Time Traffic Sign Recognition System With Robust Illumination Adaptation and Support Vector Machine. - Junyoung Park 002; Joonsoo Kwon; Jinwook Oh; Seungjin Lee 001; Joo-Young Kim 001; Hoi-Jun Yoo (IEEE J. Solid State Circuits, 2012)

Low-Power, Real-Time Object-Recognition Processors for Mobile Vision Systems. - Jinwook Oh; Gyeonghoon Kim; Injoon Hong; Junyoung Park 002; Seungjin Lee 001; Joo-Young Kim 001; Jeong-Ho Woo; Hoi-Jun Yoo (IEEE Micro, 2012)

A multi-granularity parallelism object recognition processor with content-aware fine-grained task scheduling. - Junyoung Park 002; Injoon Hong; Gyeonghoon Kim; Youchang Kim; Kyuho Lee 001; Seongwook Park; Kyeongryeol Bong; Hoi-Jun Yoo (COOL Chips, 2013)

A high-throughput 16× super resolution processor for real-time object recognition SoC. - Junyoung Park 002; Byeong-Gyu Nam; Hoi-Jun Yoo (ESSCIRC, 2013)

A 34.1fps scale-space processor with two-dimensional cache for real-time object recognition. - Youchang Kim; Junyoung Park 002; Hoi-Jun Yoo (ISCAS, 2013)

A multi-modal and tunable Radial-Basis-Funtion circuit with supply and temperature compensation. - Kyuho Lee 001; Junyoung Park 002; Gyeonghoon Kim; Injoon Hong; Hoi-Jun Yoo (ISCAS, 2013)

A 32.8mW 60fps cortical vision processor for spatio-temporal action recognition. - Seongwook Park; Junyoung Park 002; Injoon Hong; Hoi-Jun Yoo (ISCAS, 2013)

A 646GOPS/W multi-classifier many-core processor with cortex-like architecture for super-resolution recognition. - Junyoung Park 002; Injoon Hong; Gyeonghoon Kim; Youchang Kim; Kyuho Lee 001; Seongwook Park; Kyeongryeol Bong; Hoi-Jun Yoo (ISSCC, 2013)

A 320 mW 342 GOPS Real-Time Dynamic Object Recognition Processor for HD 720p Video Streams. - Jinwook Oh; Gyeonghoon Kim; Junyoung Park 002; Injoon Hong; Seungjin Lee 001; Joo-Young Kim 001; Jeong-Ho Woo; Hoi-Jun Yoo (IEEE J. Solid State Circuits, 2013)

A task-level pipelined many-SIMD augmented reality processor with congestion-aware network-on-chip scheduler. - Gyeonghoon Kim; Seongwook Park; Kyuho Lee 001; Youchang Kim; Injoon Hong; Kyeongryeol Bong; Dongjoo Shin; Sungpill Choi; Junyoung Park 002; Hoi-Jun Yoo (COOL Chips, 2014)

A 1.5nJ/pixel super-resolution enhanced FAST corner detection processor for high accuracy AR. - Seongwook Park; Gyeonghoon Kim; Junyoung Park 002; Hoi-Jun Yoo (ESSCIRC, 2014)

A Vocabulary Forest-based object matching processor with 2.07M-vec/s throughput and 13.3nJ/vector energy in full-HD resolution. - Kyuho Lee 001; Gyeonghoon Kim; Junyoung Park 002; Hoi-Jun Yoo (VLSIC, 2014)

Intelligent Network-on-Chip With Online Reinforcement Learning for Portable HD Object Recognition Processor. - Junyoung Park 002; Injoon Hong; Gyeonghoon Kim; Byeong-Gyu Nam; Hoi-Jun Yoo (IEEE Trans. Circuits Syst. I Regul. Pap., 2014)

A 1.9nJ/pixel embedded deep neural network processor for high speed visual attention in a mobile vision recognition SoC. - Injoon Hong; Seongwook Park; Junyoung Park 002; Hoi-Jun Yoo (A-SSCC, 2015)

Intelligent task scheduler with high throughput NoC for real-time mobile object recognition SoC. - Kyuho Lee 001; Junyoung Park 002; Injoon Hong; Hoi-Jun Yoo (ESSCIRC, 2015)

A Vocabulary Forest Object Matching Processor With 2.07 M-Vector/s Throughput and 13.3 nJ/Vector Per-Vector Energy for Full-HD 60 fps Video Object Recognition. - Kyuho Jason Lee; Gyeonghoon Kim; Junyoung Park 002; Hoi-Jun Yoo (IEEE J. Solid State Circuits, 2015)

An Energy-Efficient and Scalable Deep Learning/Inference Processor With Tetra-Parallel MIMD Architecture for Big Data Applications. - Seongwook Park; Junyoung Park 002; Kyeongryeol Bong; Dongjoo Shin; Jinmook Lee; Sungpill Choi; Hoi-Jun Yoo (IEEE Trans. Biomed. Circuits Syst., 2015)

An energy-efficient parallel multi-core ADAS processor with robust visual attention and workload-prediction DVFS for real-time HD stereo stream. - Kyuho Lee 001; Kyeongryeol Bong; Changhyeon Kim; Junyoung Park 002; Hoi-Jun Yoo (COOL Chips, 2016)

14.1 A 126.1mW real-time natural UI/UX processor with embedded deep-learning core for low-power smart glasses. - Seongwook Park; Sungpill Choi; Jinmook Lee; Minseo Kim; Junyoung Park 002; Hoi-Jun Yoo (ISSCC, 2016)

An Energy-Efficient Embedded Deep Neural Network Processor for High Speed Visual Attention in Mobile Vision Recognition SoC. - Seongwook Park; Injoon Hong; Junyoung Park 002; Hoi-Jun Yoo (IEEE J. Solid State Circuits, 2016)

A 0.5 V 54 µW Ultra-Low-Power Object Matching Processor for Micro Air Vehicle Navigation. - Youchang Kim; Injoon Hong; Junyoung Park 002; Hoi-Jun Yoo (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

BLESeis: Low-Cost IoT Sensor for Smart Earthquake Detection and Notification. - Jongbin Won; Junyoung Park 002; Jong-Woong Park; In-Ho Kim (Sensors, 2020)

Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning. - Junyoung Park 002; Jaehyeong Chun; Sang Hun Kim; Youngkook Kim; Jinkyoo Park (Int. J. Prod. Res., 2021)

SSVM: An Ultra-Low-Power Strain Sensing and Visualization Module for Long-Term Structural Health Monitoring. - Suleman Khan 002; Jongbin Won; Junsik Shin; Junyoung Park 002; Jong-Woong Park; Seung-Eock Kim; Yun Jang; Dong Joo Kim (Sensors, 2021)

Development of Low-Cost Wireless Sensing System for Smart Ultra-High Performance Concrete. - Huy Viet Le; Tae-Uk Kim; Suleman Khan 002; Junyoung Park 002; Jong-Woong Park; Seung-Eock Kim; Yun Jang; Dong Joo Kim (Sensors, 2021)

Development of a Reference-Free Indirect Bridge Displacement Sensing System. - Jongbin Won; Jong-Woong Park; Junyoung Park 002; Junsik Shin; Minyong Park (Sensors, 2021)

Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization. - Minsu Kim 004; Junyoung Park 002; Jinkyoo Park (NeurIPS, 2022)

Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction. - Junyoung Park 002; Federico Berto; Arec L. Jamgochian; Mykel J. Kochenderfer; Jinkyoo Park (CoRR, 2022)

Development of IoT Sensor and Cloud-based Server for Cloud-based Bridge Long-term Monitoring. - Junyoung Park 002; Junsik Shin; Jong-Woong Park (CoRR, 2022)

Learn to Solve the Min-max Multiple Traveling Salesmen Problem with Reinforcement Learning. - Junyoung Park 002; Changhyun Kwon 001; Jinkyoo Park (AAMAS, 2023)

RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. - Federico Berto; Chuanbo Hua; Junyoung Park 002; Minsu Kim 004; Hyeonah Kim; Jiwoo Son; Haeyeon Kim; Joungho Kim; Jinkyoo Park (CoRR, 2023)

A 28-nm 323 TOPS/mm2/b and 2007 TOPS/W/b Ternary Latch Based Sparsity-Aware CIM Macro With Double-Sampling Ternary ADC. - Myoung Kim; Hoichang Jeong; Woo-Seok Kim; Yesong Jeong; Young-Eun Choi; Junyoung Park 002; Min Woo Ryu; Yong Kyu Lee 002; Kyuho Jason Lee; Kyung Rok Kim (A-SSCC, 2024)

PARCO: Learning Parallel Autoregressive Policies for Efficient Multi-Agent Combinatorial Optimization. - Federico Berto; Chuanbo Hua; Laurin Luttmann; Jiwoo Son; Junyoung Park 002; Kyuree Ahn; Changhyun Kwon 001; Lin Xie; Jinkyoo Park (CoRR, 2024)

Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems. - Abhay Sobhanan; Junyoung Park 002; Jinkyoo Park; Changhyun Kwon 001 (Transp. Sci., 2025)