Chuanbo Hua

27 papers A* 5A 2Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
JudgeFlow: Agentic Workflow Optimization via Block Judge.
CoRR
Zihan Ma, Zhikai Zhao, Chuanbo Hua, Federico Berto, Jinkyoo Park
2026 J jnl
POP: Online Structural Pruning Enables Efficient Inference of Large Foundation Models.
CoRR
Yi Chen, Wonjin Shin, Shuhong Liu, Tho Mai, Jeongmo Lee, Chuanbo Hua, Kun Wang, Jun Liu, Joo-Young Kim
2026 A* conf
TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution.
AAAI
Zhikai Zhao, Chuanbo Hua, Federico Berto, Kanghoon Lee, Zihan Ma, Jiachen Li, Jinkyoo Park
2026 A* conf
USPR: Learning a Unified Solver for Profiled Routing.
AAAI
Chuanbo Hua, Federico Berto, Zhikai Zhao, Jiwoo Son, Changhyun Kwon, Jinkyoo Park
2025 A* conf
AoP-SAM: Automation of Prompts for Efficient Segmentation.
AAAI
Yi Chen, Muyoung Son, Chuanbo Hua, Joo-Young Kim
2025 J jnl
AoP-SAM: Automation of Prompts for Efficient Segmentation.
CoRR
Yi Chen, Muyoung Son, Chuanbo Hua, Joo-Young Kim
2025 J jnl
BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution.
CoRR
Subin Lin, Chuanbo Hua
2025 A conf
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems.
AAMAS
Chuanbo Hua, Federico Berto, Jiwoo Son, Seunghyun Kang, Changhyun Kwon, Jinkyoo Park
2025 J jnl
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems.
CoRR
Chuanbo Hua, Federico Berto, Jiwoo Son, Seunghyun Kang, Changhyun Kwon, Jinkyoo Park
2025 J jnl
Neural Combinatorial Optimization for Real-World Routing.
CoRR
Jiwoo Son, Zhikai Zhao, Federico Berto, Chuanbo Hua, Changhyun Kwon, Jinkyoo Park
2025 J jnl
Physics-Informed Large Language Models for HVAC Anomaly Detection with Autonomous Rule Generation.
CoRR
Subin Lin, Chuanbo Hua
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
2025 J jnl
TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution.
CoRR
Zhikai Zhao, Chuanbo Hua, Federico Berto, Kanghoon Lee, Zihan Ma, Jiachen Li, Jinkyoo Park
2025 J jnl
TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution.
CoRR
Zhikai Zhao, Chuanbo Hua, Federico Berto, Kanghoon Lee, Zihan Ma, Jiachen Li, Jinkyoo Park
2025 J jnl
USPR: Learning a Unified Solver for Profiled Routing.
CoRR
Chuanbo Hua, Federico Berto, Zhikai Zhao, Jiwoo Son, Changhyun Kwon, Jinkyoo Park
2025 J jnl
VRPAgent: LLM-Driven Discovery of Heuristic Operators for Vehicle Routing Problems.
CoRR
André Hottung, Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, Daniel Wetzel, Michael Römer, Haoran Ye, Davide Zago, Michael Poli, Stefano Massaroli, Jinkyoo Park, Kevin Tierney
2024 A conf
HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding.
AAMAS
Huijie Tang, Federico Berto, Zihan Ma, Chuanbo Hua, Kyuree Ahn, Jinkyoo Park
2024 J jnl
HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding.
CoRR
Huijie Tang, Federico Berto, Zihan Ma, Chuanbo Hua, Kyuree Ahn, Jinkyoo Park
2024 J jnl
Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation.
CoRR
Jiachen Li, Chuanbo Hua, Hengbo Ma, Jinkyoo Park, Victoria Magdalena Dax, Mykel J. Kochenderfer
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
2024 A* conf
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution.
NeurIPS
Haoran Ye, Jiarui Wang, Zhiguang Cao, Federico Berto, Chuanbo Hua, Haeyeon Kim, Jinkyoo Park, Guojie Song
2024 J jnl
RouteFinder: Towards Foundation Models for Vehicle Routing Problems.
CoRR
Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels A. Wouda, Leon Lan, Kevin Tierney, Jinkyoo Park
2023 A* conf
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks.
NeurIPS
Chuanbo Hua, Federico Berto, Michael Poli, Stefano Massaroli, Jinkyoo Park
2023 J jnl
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks.
CoRR
Chuanbo Hua, Federico Berto, Michael Poli, Stefano Massaroli, 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 J jnl
EvolveHypergraph: Group-Aware Dynamic Relational Reasoning for Trajectory Prediction.
CoRR
Jiachen Li, Chuanbo Hua, Jinkyoo Park, Hengbo Ma, Victoria Magdalena Dax, Mykel J. Kochenderfer