Jinkyoo Park
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
35
Venues
9
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
35 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | USPR: Learning a Unified Solver for Profiled Routing. | Chuanbo Hua, Federico Berto, Zhikai Zhao, Jiwoo Son, Changhyun Kwon, Jinkyoo Park |
| 2026 | AAAI | TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution. | Zhikai Zhao, Chuanbo Hua, Federico Berto, Kanghoon Lee, Zihan Ma, Jiachen Li, Jinkyoo Park |
| 2026 | WSDM | Urban Traffic Network Layout Optimization with Guided Discrete Diffusion Models. | Taeyoung Yun, Inhyuck Song, Woocheol Shin, Yujin Shin, Sungpil Woo, Sunhwan Lim, Jinkyoo Park |
| 2025 | AAAI | Learning Strategy Representation for Imitation Learning in Multi-Agent Games. | Shiqi Lei, Kanghoon Lee, Linjing Li, Jinkyoo Park |
| 2025 | AISTATS | Ant Colony Sampling with GFlowNets for Combinatorial Optimization. | Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jiwoo Son, Jinkyoo Park, Yoshua Bengio |
| 2025 | CVPR | Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation. | Taeyoung Yun, Dinghuai Zhang, Jinkyoo Park, Ling Pan |
| 2025 | ICLR | Adaptive teachers for amortized samplers. | Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng, Jarrid Rector-Brooks, Sungsoo Ahn, Jinkyoo Park, Nikolay Malkin, Yoshua Bengio |
| 2025 | ICLR | MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks. | Nayoung Kim, Seongsu Kim, Minsu Kim, Jinkyoo Park, Sungsoo Ahn |
| 2025 | ICLR | Generative Flows on Synthetic Pathway for Drug Design. | Seonghwan Seo, Minsu Kim, Tony Shen, Martin Ester, Jinkyoo Park, Sungsoo Ahn, Woo Youn Kim |
| 2025 | ICML | Improved Off-policy Reinforcement Learning in Biological Sequence Design. | Hyeonah Kim, Minsu Kim, Taeyoung Yun, Sanghyeok Choi, Emmanuel Bengio, Alex Hernndez-Garca, Jinkyoo Park |
| 2025 | ICML | Neural Genetic Search in Discrete Spaces. | Hyeonah Kim, Sanghyeok Choi, Jiwoo Son, Jinkyoo Park, Changhyun Kwon |
| 2025 | ICML | Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization. | Taeyoung Yun, Kiyoung Om, Jaewoo Lee, Sujin Yun, Jinkyoo Park |
| 2025 | IROS | Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm. | Hyeonjun Kim, Kanghoon Lee, Junho Park, Jiachen Li, Jinkyoo Park |
| 2025 | KDD | RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. | Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, Andr 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 | KDD | Wind Farm Layout Optimization with Diffusion Models. | Yujin Shin, Taeyoung Yun, Sujin Yun, Sungpil Woo, Sunhwan Lim, Jinkyoo Park |
| 2024 | AAAI | Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context. | Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park |
| 2024 | ICLR | Local Search GFlowNets. | Minsu Kim, Taeyoung Yun, Emmanuel Bengio, Dinghuai Zhang, Yoshua Bengio, Sungsoo Ahn, Jinkyoo Park |
| 2024 | ICML | Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization. | Hyeonah Kim, Minsu Kim, Sungsoo Ahn, Jinkyoo Park |
| 2024 | ICML | Learning to Scale Logits for Temperature-Conditional GFlowNets. | Minsu Kim, Joohwan Ko, Taeyoung Yun, Dinghuai Zhang, Ling Pan, Woochang Kim, Jinkyoo Park, Emmanuel Bengio, Yoshua Bengio |
| 2024 | IROS | NLNS-MASPF for solving Multi-Agent scheduling and Path-Finding. | Heemang Park, Kyuree Ahn, Jinkyoo Park |
| 2024 | IROS | Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding. | Huijie Tang, Federico Berto, Jinkyoo Park |
| 2024 | KDD | An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems. | Taeyoung Yun, Kanghoon Lee, Sujin Yun, Ilmyung Kim, Won-Woo Jung, Min-Cheol Kwon, Kyujin Choi, Yoohyeon Lee, Jinkyoo Park |
| 2023 | AISTATS | Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior. | Yohan Jung, Jinkyoo Park |
| 2023 | ICLR | Learning to CROSS exchange to solve min-max vehicle routing problems. | Minjun Kim, Junyoung Park, Jinkyoo Park |
| 2023 | ICML | DevFormer: A Symmetric Transformer for Context-Aware Device Placement. | Haeyeon Kim, Minsu Kim, Federico Berto, Joungho Kim, Jinkyoo Park |
| 2023 | ICML | Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization. | Jiwoo Son, Minsu Kim, Hyeonah Kim, Jinkyoo Park |
| 2023 | IROS | Learning to Schedule in Multi-Agent Pathfinding. | Kyuree Ahn, Heemang Park, Jinkyoo Park |
| 2023 | KDD | Learning Multivariate Hawkes Process via Graph Recurrent Neural Network. | Kanghoon Yoon, Youngjun Im, Jingyu Choi, Taehwan Jeong, Jinkyoo Park |
| 2022 | ICLR | Neural Solvers for Fast and Accurate Numerical Optimal Control. | Federico Berto, Stefano Massaroli, Michael Poli, Jinkyoo Park |
| 2022 | ICLR | Convergent Graph Solvers. | Junyoung Park, Jinhyun Choo, Jinkyoo Park |
| 2022 | ICML | Efficient Approximate Inference for Stationary Kernel on Frequency Domain. | Yohan Jung, Kyungwoo Song, Jinkyoo Park |
| 2021 | KDD | Semi-supervised Bearing Fault Diagnosis with Adversarially-Trained Phase-Consistent Network. | Jaehyuk Yi, Jinkyoo Park |
| 2020 | AAAI | Multi-Agent Actor-Critic with Hierarchical Graph Attention Network. | Heechang Ryu, Hayong Shin, Jinkyoo Park |
| 2020 | KDD | Hypergraph Convolutional Recurrent Neural Network. | Jaehyuk Yi, Jinkyoo Park |
| 2018 | SMC | Deep Reinforcement Learning with Fully Convolutional Neural Network to Solve an Earthwork Scheduling Problem. | Seongcheol Woo, Juneyeong Yeon, Mingi Ji, Il-Chul Moon, Jinkyoo Park |