Jinkyoo Park

31 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×6 ICML ×5 AAAI ×4 ICLR ×4 AAMAS ×3 IROS ×3 SIGKDD ×3 AISTATS ×1 CVPR ×1 WSDM ×1

Frequent coauthors

Minsu Kim

×12

Taeyoung Yun

×11

Federico Berto

×8

Chuanbo Hua

×7

Jiwoo Son

×7

Sanghyeok Choi

×7

Sungsoo Ahn

×7

Hyeonah Kim

×7

Kanghoon Lee

×5

Changhyun Kwon

×5

Sujin Yun

×5

Emmanuel Bengio

×4

Papers

TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution
AAAI 2026 ·
Zhikai Zhao
,
Chuanbo Hua
,
Federico Berto
,
Kanghoon Lee
,
Zihan Ma
,
Jiachen Li
, Jinkyoo Park
USPR: Learning a Unified Solver for Profiled Routing
AAAI 2026 ·
Chuanbo Hua
,
Federico Berto
,
Zhikai Zhao
,
Jiwoo Son
,
Changhyun Kwon
, Jinkyoo Park
Urban Traffic Network Layout Optimization with Guided Discrete Diffusion Models
WSDM 2026 ·
Taeyoung Yun
,
Inhyuck Song
,
Woocheol Shin
,
Yujin Shin
,
Sungpil Woo
,
Sunhwan Lim
, Jinkyoo Park
Adaptive teachers for amortized samplers
ICLR 2025 ·
Minsu Kim
,
Sanghyeok Choi
,
Taeyoung Yun
,
Emmanuel Bengio
,
Leo Feng
,
Jarrid Rector-Brooks
,
Sungsoo Ahn
, Jinkyoo Park,
Nikolay Malkin
,
Yoshua Bengio
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
AISTATS 2025 ·
Minsu Kim
,
Sanghyeok Choi
,
Hyeonah Kim
,
Jiwoo Son
, Jinkyoo Park,
Yoshua Bengio
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems
AAMAS 2025 ·
Chuanbo Hua
,
Federico Berto
,
Jiwoo Son
,
Seunghyun Kang
,
Changhyun Kwon
, Jinkyoo Park
Generative Flows on Synthetic Pathway for Drug Design
ICLR 2025 ·
Seonghwan Seo
,
Minsu Kim
,
Tony Shen
,
Martin Ester
, Jinkyoo Park,
Sungsoo Ahn
,
Woo Youn Kim
Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm
IROS 2025 ·
Hyeonjun Kim
,
Kanghoon Lee
,
Junho Park
,
Jiachen Li
, Jinkyoo Park
Improved Off-policy Reinforcement Learning in Biological Sequence Design
ICML 2025 ·
Hyeonah Kim
,
Minsu Kim
,
Taeyoung Yun
,
Sanghyeok Choi
,
Emmanuel Bengio
,
Alex Hernández-García
, Jinkyoo Park
Learning Strategy Representation for Imitation Learning in Multi-Agent Games
AAAI 2025 ·
Shiqi Lei
,
Kanghoon Lee
,
Linjing Li
, Jinkyoo Park
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation
CVPR 2025 ·
Taeyoung Yun
,
Dinghuai Zhang
, Jinkyoo Park,
Ling Pan
MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
ICLR 2025 ·
Nayoung Kim
,
Seongsu Kim
,
Minsu Kim
, Jinkyoo Park,
Sungsoo Ahn
Neural Genetic Search in Discrete Spaces
ICML 2025 ·
Hyeonah Kim
,
Sanghyeok Choi
,
Jiwoo Son
, Jinkyoo Park,
Changhyun Kwon
PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization
NeurIPS 2025 ·
Federico Berto
,
Chuanbo Hua
,
Laurin Luttmann
,
Jiwoo Son
,
Junyoung Park
,
Kyuree Ahn
,
Changhyun Kwon
,
Lin Xie
, Jinkyoo Park
Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization
ICML 2025 ·
Taeyoung Yun
,
Kiyoung Om
,
Jaewoo Lee
,
Sujin Yun
, Jinkyoo Park
RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
SIGKDD 2025 ·
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
Wind Farm Layout Optimization with Diffusion Models
SIGKDD 2025 ·
Yujin Shin
,
Taeyoung Yun
,
Sujin Yun
,
Sungpil Woo
,
Sunhwan Lim
, Jinkyoo Park
An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems
SIGKDD 2024 ·
Taeyoung Yun
,
Kanghoon Lee
,
Sujin Yun
,
Ilmyung Kim
,
Won-Woo Jung
,
Min-Cheol Kwon
,
Kyujin Choi
,
Yoohyeon Lee
, Jinkyoo Park
ELA: Exploited Level Augmentation for Offline Learning in Zero-Sum Games
AAMAS 2024 ·
Shiqi Lei
,
Kanghoon Lee
,
Linjing Li
, Jinkyoo Park,
Jiachen Li
Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding
IROS 2024 ·
Huijie Tang
,
Federico Berto
, Jinkyoo Park
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context
AAAI 2024 ·
Jiwoo Son
,
Minsu Kim
,
Sanghyeok Choi
,
Hyeonah Kim
, Jinkyoo Park
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
NeurIPS 2024 ·
Jaewoo Lee
,
Sujin Yun
,
Taeyoung Yun
, Jinkyoo Park
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
NeurIPS 2024 ·
Hyeonah Kim
,
Minsu Kim
,
Sanghyeok Choi
, Jinkyoo Park
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
NeurIPS 2024 ·
Taeyoung Yun
,
Sujin Yun
,
Jaewoo Lee
, Jinkyoo Park
HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding
AAMAS 2024 ·
Huijie Tang
,
Federico Berto
,
Zihan Ma
,
Chuanbo Hua
,
Kyuree Ahn
, Jinkyoo Park
Learning to Scale Logits for Temperature-Conditional GFlowNets
ICML 2024 ·
Minsu Kim
,
Joohwan Ko
,
Taeyoung Yun
,
Dinghuai Zhang
,
Ling Pan
,
Woochang Kim
, Jinkyoo Park,
Emmanuel Bengio
,
Yoshua Bengio
Local Search GFlowNets
ICLR 2024 ·
Minsu Kim
,
Taeyoung Yun
,
Emmanuel Bengio
,
Dinghuai Zhang
,
Yoshua Bengio
,
Sungsoo Ahn
, Jinkyoo Park
NLNS-MASPF for solving Multi-Agent scheduling and Path-Finding
IROS 2024 ·
Heemang Park
,
Kyuree Ahn
, Jinkyoo Park
Pessimistic Backward Policy for GFlowNets
NeurIPS 2024 ·
Hyosoon Jang
,
Yunhui Jang
,
Minsu Kim
, Jinkyoo Park,
Sungsoo Ahn
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
NeurIPS 2024 ·
Haoran Ye
,
Jiarui Wang
,
Zhiguang Cao
,
Federico Berto
,
Chuanbo Hua
,
Haeyeon Kim
, Jinkyoo Park,
Guojie Song
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
ICML 2024 ·
Hyeonah Kim
,
Minsu Kim
,
Sungsoo Ahn
, Jinkyoo Park