EvolveHypergraph: Group-Aware Dynamic Relational Reasoning for Trajectory Prediction. - Jiachen Li 001; Chuanbo Hua; Jinkyoo Park; Hengbo Ma; Victoria Magdalena Dax; Mykel J. Kochenderfer (CoRR, 2022)

Learning Efficient Surrogate Dynamic Models with Graph Spline Networks. - Chuanbo Hua; Federico Berto; Michael Poli; Stefano Massaroli; Jinkyoo Park (NeurIPS, 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)

HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding. - Huijie Tang; Federico Berto; Zihan Ma 003; Chuanbo Hua; Kyuree Ahn; Jinkyoo Park (AAMAS, 2024)

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution. - Haoran Ye; Jiarui Wang 002; Zhiguang Cao; Federico Berto; Chuanbo Hua; Haeyeon Kim; Jinkyoo Park; Guojie Song (NeurIPS, 2024)

Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation. - Jiachen Li 001; Chuanbo Hua; Hengbo Ma; Jinkyoo Park; Victoria Magdalena Dax; Mykel J. Kochenderfer (CoRR, 2024)

RouteFinder: Towards Foundation Models for Vehicle Routing Problems. - Federico Berto; Chuanbo Hua; Nayeli Gast Zepeda; André Hottung; Niels A. Wouda; Leon Lan; Kevin Tierney; Jinkyoo Park (CoRR, 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)

AoP-SAM: Automation of Prompts for Efficient Segmentation. - Yi Chen; Muyoung Son; Chuanbo Hua; Joo-Young Kim 001 (AAAI, 2025)

CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems. - Chuanbo Hua; Federico Berto; Jiwoo Son; Seunghyun Kang; Changhyun Kwon 001; Jinkyoo Park (AAMAS, 2025)

Neural Combinatorial Optimization for Real-World Routing. - Jiwoo Son; Zhikai Zhao; Federico Berto; Chuanbo Hua; Changhyun Kwon 001; Jinkyoo Park (CoRR, 2025)

TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution. - Zhikai Zhao; Chuanbo Hua; Federico Berto; Kanghoon Lee; Zihan Ma 003; Jiachen Li; Jinkyoo Park (CoRR, 2025)

USPR: Learning a Unified Solver for Profiled Routing. - Chuanbo Hua; Federico Berto; Zhikai Zhao; Jiwoo Son; Changhyun Kwon 001; Jinkyoo Park (CoRR, 2025)

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution. - Subin Lin; Chuanbo Hua (CoRR, 2025)

TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution. - Zhikai Zhao; Chuanbo Hua; Federico Berto; Kanghoon Lee; Zihan Ma 003; Jiachen Li; Jinkyoo Park (CoRR, 2025)