Junyoung Park - RankMe

60 papers A* 3A 1C 5Journal 32Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems. Transp. Sci. Abhay Sobhanan, Junyoung Park, Jinkyoo Park, Changhyun Kwon
2025	—	`conf`	RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. KDD (2) Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, André Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park
2025	J	`jnl`	RouteFinder: Towards Foundation Models for Vehicle Routing Problems. Trans. Mach. Learn. Res. Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels A. Wouda, Leon Lan, Junyoung Park, Kevin Tierney, Jinkyoo Park
2024	—	`conf`	A 28-nm 323 TOPS/mm A-SSCC Myoung Kim, Hoichang Jeong, Woo-Seok Kim, Yesong Jeong, Young-Eun Choi, Junyoung Park, Min Woo Ryu, Yong Kyu Lee, Kyuho Jason Lee, Kyung Rok Kim
2024	J	`jnl`	PARCO: Learning Parallel Autoregressive Policies for Efficient Multi-Agent Combinatorial Optimization. CoRR Federico Berto, Chuanbo Hua, Laurin Luttmann, Jiwoo Son, Junyoung Park, Kyuree Ahn, Changhyun Kwon, Lin Xie, Jinkyoo Park
2023	J	`jnl`	Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning. CoRR Vivian Wen Hui Wong, Sang Hun Kim, Junyoung Park, Jinkyoo Park, Kincho H. Law
2023	J	`jnl`	Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems. CoRR Abhay Sobhanan, Junyoung Park, Jinkyoo Park, Changhyun Kwon
2023	A	`conf`	Learn to Solve the Min-max Multiple Traveling Salesmen Problem with Reinforcement Learning. AAMAS Junyoung Park, Changhyun Kwon, Jinkyoo Park
2023	A*	`conf`	Learning to CROSS exchange to solve min-max vehicle routing problems. ICLR Minjun Kim, Junyoung Park, Jinkyoo Park
2023	J	`jnl`	RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. CoRR Federico Berto, Chuanbo Hua, Junyoung Park, Minsu Kim, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Joungho Kim, Jinkyoo Park
2022	A*	`conf`	Convergent Graph Solvers. ICLR Junyoung Park, Jinhyun Choo, Jinkyoo Park
2022	J	`jnl`	Development of IoT Sensor and Cloud-based Server for Cloud-based Bridge Long-term Monitoring. CoRR Junyoung Park, Junsik Shin, Jong-Woong Park
2022	J	`jnl`	Learning context-aware adaptive solvers to accelerate quadratic programming. CoRR Haewon Jung, Junyoung Park, Jinkyoo Park
2022	J	`jnl`	Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction. CoRR Junyoung Park, Federico Berto, Arec L. Jamgochian, Mykel J. Kochenderfer, Jinkyoo Park
2022	J	`jnl`	Neuro CROSS exchange: Learning to CROSS exchange to solve realistic vehicle routing problems. CoRR Minjun Kim, Junyoung Park, Jinkyoo Park
2022	A*	`conf`	Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization. NeurIPS Minsu Kim, Junyoung Park, Jinkyoo Park
2022	J	`jnl`	Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization. CoRR Minsu Kim, Junyoung Park, Jinkyoo Park
2021	J	`jnl`	A Hypergraph Convolutional Neural Network for Molecular Properties Prediction using Functional Group. CoRR Fangying Chen, Junyoung Park, Jinkyoo Park
2021	J	`jnl`	Continuous-Depth Neural Models for Dynamic Graph Prediction. CoRR Michael Poli, Stefano Massaroli, Clayton M. Rabideau, Junyoung Park, Atsushi Yamashita, Hajime Asama, Jinkyoo Park
2021	J	`jnl`	Convergent Graph Solvers. CoRR Junyoung Park, Jinhyun Choo, Jinkyoo Park
2021	J	`jnl`	Development of Low-Cost Wireless Sensing System for Smart Ultra-High Performance Concrete. Sensors Huy Viet Le, Tae-Uk Kim, Suleman Khan, Junyoung Park, Jong-Woong Park, Seung-Eock Kim, Yun Jang, Dong Joo Kim
2021	J	`jnl`	Development of a Reference-Free Indirect Bridge Displacement Sensing System. Sensors Jongbin Won, Jong-Woong Park, Junyoung Park, Junsik Shin, Minyong Park
2021	J	`jnl`	Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning. CoRR Junyoung Park, Jaehyeong Chun, Sang-Hun Kim, Youngkook Kim, Jinkyoo Park
2021	J	`jnl`	Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning. Int. J. Prod. Res. Junyoung Park, Jaehyeong Chun, Sang Hun Kim, Youngkook Kim, Jinkyoo Park
2021	J	`jnl`	SSVM: An Ultra-Low-Power Strain Sensing and Visualization Module for Long-Term Structural Health Monitoring. Sensors Suleman Khan, Jongbin Won, Junsik Shin, Junyoung Park, Jong-Woong Park, Seung-Eock Kim, Yun Jang, Dong Joo Kim
2021	J	`jnl`	ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning. CoRR Junyoung Park, Sanjar Bakhtiyar, Jinkyoo Park
2020	J	`jnl`	BLESeis: Low-Cost IoT Sensor for Smart Earthquake Detection and Notification. Sensors Jongbin Won, Junyoung Park, Jong-Woong Park, In-Ho Kim
2019	J	`jnl`	Graph Neural Ordinary Differential Equations. CoRR Michael Poli, Stefano Massaroli, Junyoung Park, Atsushi Yamashita, Hajime Asama, Jinkyoo Park
2016	—	`conf`	14.1 A 126.1mW real-time natural UI/UX processor with embedded deep-learning core for low-power smart glasses. ISSCC Seongwook Park, Sungpill Choi, Jinmook Lee, Minseo Kim, Junyoung Park, Hoi-Jun Yoo
2016	J	`jnl`	A 0.5 V 54 µW Ultra-Low-Power Object Matching Processor for Micro Air Vehicle Navigation. IEEE Trans. Circuits Syst. I Regul. Pap. Youchang Kim, Injoon Hong, Junyoung Park, Hoi-Jun Yoo
2016	J	`jnl`	An Energy-Efficient Embedded Deep Neural Network Processor for High Speed Visual Attention in Mobile Vision Recognition SoC. IEEE J. Solid State Circuits Seongwook Park, Injoon Hong, Junyoung Park, Hoi-Jun Yoo
2016	—	`conf`	An energy-efficient parallel multi-core ADAS processor with robust visual attention and workload-prediction DVFS for real-time HD stereo stream. COOL Chips Kyuho Lee, Kyeongryeol Bong, Changhyeon Kim, Junyoung Park, Hoi-Jun Yoo
2015	—	`conf`	A 1.9nJ/pixel embedded deep neural network processor for high speed visual attention in a mobile vision recognition SoC. A-SSCC Injoon Hong, Seongwook Park, Junyoung Park, Hoi-Jun Yoo
2015	J	`jnl`	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. IEEE J. Solid State Circuits Kyuho Jason Lee, Gyeonghoon Kim, Junyoung Park, Hoi-Jun Yoo
2015	J	`jnl`	An Energy-Efficient and Scalable Deep Learning/Inference Processor With Tetra-Parallel MIMD Architecture for Big Data Applications. IEEE Trans. Biomed. Circuits Syst. Seongwook Park, Junyoung Park, Kyeongryeol Bong, Dongjoo Shin, Jinmook Lee, Sungpill Choi, Hoi-Jun Yoo
2015	—	`conf`	Intelligent task scheduler with high throughput NoC for real-time mobile object recognition SoC. ESSCIRC Kyuho Lee, Junyoung Park, Injoon Hong, Hoi-Jun Yoo
2014	—	`conf`	A 1.5nJ/pixel super-resolution enhanced FAST corner detection processor for high accuracy AR. ESSCIRC Seongwook Park, Gyeonghoon Kim, Junyoung Park, Hoi-Jun Yoo
2014	—	`conf`	A Vocabulary Forest-based object matching processor with 2.07M-vec/s throughput and 13.3nJ/vector energy in full-HD resolution. VLSIC Kyuho Lee, Gyeonghoon Kim, Junyoung Park, Hoi-Jun Yoo
2014	—	`conf`	A task-level pipelined many-SIMD augmented reality processor with congestion-aware network-on-chip scheduler. COOL Chips Gyeonghoon Kim, Seongwook Park, Kyuho Lee, Youchang Kim, Injoon Hong, Kyeongryeol Bong, Dongjoo Shin, Sungpill Choi, Junyoung Park, Hoi-Jun Yoo
2014	J	`jnl`	Intelligent Network-on-Chip With Online Reinforcement Learning for Portable HD Object Recognition Processor. IEEE Trans. Circuits Syst. I Regul. Pap. Junyoung Park, Injoon Hong, Gyeonghoon Kim, Byeong-Gyu Nam, Hoi-Jun Yoo
2013	C	`conf`	A 32.8mW 60fps cortical vision processor for spatio-temporal action recognition. ISCAS Seongwook Park, Junyoung Park, Injoon Hong, Hoi-Jun Yoo
2013	J	`jnl`	A 320 mW 342 GOPS Real-Time Dynamic Object Recognition Processor for HD 720p Video Streams. IEEE J. Solid State Circuits Jinwook Oh, Gyeonghoon Kim, Junyoung Park, Injoon Hong, Seungjin Lee, Joo-Young Kim, Jeong-Ho Woo, Hoi-Jun Yoo
2013	C	`conf`	A 34.1fps scale-space processor with two-dimensional cache for real-time object recognition. ISCAS Youchang Kim, Junyoung Park, Hoi-Jun Yoo
2013	—	`conf`	A 646GOPS/W multi-classifier many-core processor with cortex-like architecture for super-resolution recognition. ISSCC Junyoung Park, Injoon Hong, Gyeonghoon Kim, Youchang Kim, Kyuho Lee, Seongwook Park, Kyeongryeol Bong, Hoi-Jun Yoo
2013	—	`conf`	A high-throughput 16× super resolution processor for real-time object recognition SoC. ESSCIRC Junyoung Park, Byeong-Gyu Nam, Hoi-Jun Yoo
2013	—	`conf`	A multi-granularity parallelism object recognition processor with content-aware fine-grained task scheduling. COOL Chips Junyoung Park, Injoon Hong, Gyeonghoon Kim, Youchang Kim, Kyuho Lee, Seongwook Park, Kyeongryeol Bong, Hoi-Jun Yoo
2013	C	`conf`	A multi-modal and tunable Radial-Basis-Funtion circuit with supply and temperature compensation. ISCAS Kyuho Lee, Junyoung Park, Gyeonghoon Kim, Injoon Hong, Hoi-Jun Yoo
2012	—	`conf`	A 320mW 342GOPS real-time moving object recognition processor for HD 720p video streams. ISSCC Jinwook Oh, Gyeonghoon Kim, Junyoung Park, Injoon Hong, Seungjin Lee, Hoi-Jun Yoo
2012	J	`jnl`	A 92-mW Real-Time Traffic Sign Recognition System With Robust Illumination Adaptation and Support Vector Machine. IEEE J. Solid State Circuits Junyoung Park, Joonsoo Kwon, Jinwook Oh, Seungjin Lee, Joo-Young Kim, Hoi-Jun Yoo
2012	—	`conf`	A simultaneous multithreading heterogeneous object recognition processor with machine learning based dynamic resource management. COOL Chips Jinwook Oh, Gyeonghoon Kim, Junyoung Park, Injoon Hong, Seungjin Lee, Joo-Young Kim, Hoi-Jun Yoo
2012	J	`jnl`	Low-Power, Real-Time Object-Recognition Processors for Mobile Vision Systems. IEEE Micro Jinwook Oh, Gyeonghoon Kim, Injoon Hong, Junyoung Park, Seungjin Lee, Joo-Young Kim, Jeong-Ho Woo, Hoi-Jun Yoo
2012	—	`conf`	Online Reinforcement Learning NoC for portable HD object recognition processor. CICC Junyoung Park, Injoon Hong, Gyeonghoon Kim, Jinwook Oh, Seungjin Lee, Hoi-Jun Yoo
2011	J	`jnl`	A 345 mW Heterogeneous Many-Core Processor With an Intelligent Inference Engine for Robust Object Recognition. IEEE J. Solid State Circuits Seungjin Lee, Jinwook Oh, Junyoung Park, Joonsoo Kwon, Minsu Kim, Hoi-Jun Yoo
2011	—	`conf`	A 57mW embedded mixed-mode neuro-fuzzy accelerator for intelligent multi-core processor. ISSCC Jinwook Oh, Junyoung Park, Gyeonghoon Kim, Seungjin Lee, Hoi-Jun Yoo
2011	—	`conf`	A 92mW real-time traffic sign recognition system with robust light and dark adaptation. A-SSCC Junyoung Park, Joonsoo Kwon, Jinwook Oh, Seungjin Lee, Hoi-Jun Yoo
2011	C	`conf`	A low-energy hybrid radix-4/-8 multiplier for portable multimedia applications. ISCAS Gyeonghoon Kim, Seungjin Lee, Junyoung Park, Hoi-Jun Yoo
2010	J	`jnl`	A 118.4 GB/s Multi-Casting Network-on-Chip With Hierarchical Star-Ring Combined Topology for Real-Time Object Recognition. IEEE J. Solid State Circuits Joo-Young Kim, Junyoung Park, Seungjin Lee, Minsu Kim, Jinwook Oh, Hoi-Jun Yoo
2010	C	`conf`	A 30fps stereo matching processor based on belief propagation with disparity-parallel PE array architecture. ISCAS Junyoung Park, Seungjin Lee, Hoi-Jun Yoo
2010	—	`conf`	A 345mW heterogeneous many-core processor with an intelligent inference engine for robust object recognition. ISSCC Seungjin Lee, Jinwook Oh, Minsu Kim, Junyoung Park, Joonsoo Kwon, Hoi-Jun Yoo
2010	—	`conf`	Intelligent NoC with neuro-fuzzy bandwidth regulation for a 51 IP object recognition processor. CICC Seungjin Lee, Jinwook Oh, Minsu Kim, Junyoung Park, Joonsoo Kwon, Joo-Young Kim, Hoi-Jun Yoo