Shunyu Yao

12 papers A* 3Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies.
AAAI
Ji Cheng, Song Lai, Shunyu Yao, Bo Xue
2025 — conf
Large Language Model for Multiobjective Evolutionary Optimization.
EMO (2)
Fei Liu, Xi Lin, Shunyu Yao, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Qingfu Zhang
2025 A* conf
Multi-Objective Evolution of Heuristic Using Large Language Model.
AAAI
Shunyu Yao, Fei Liu, Xi Lin, Zhichao Lu, Zhenkun Wang, Qingfu Zhang
2025 J jnl
Rethinking Supervised Learning-Based Neural Combinatorial Optimization for Routing Problem.
ACM Trans. Evol. Learn. Optim.
Shunyu Yao, Xi Lin, Jiashu Wang, Qingfu Zhang, Zhenkun Wang
2025 J jnl
URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization.
CoRR
Changliang Zhou, Canhong Yu, Shunyu Yao, Xi Lin, Zhenkun Wang, Yu Zhou, Qingfu Zhang
2024 A* conf
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems.
ICML
Zhi Zheng, Shunyu Yao, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Ke Tang
2024 J jnl
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems.
CoRR
Zhi Zheng, Shunyu Yao, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Ke Tang
2024 J jnl
Multi-objective Evolution of Heuristic Using Large Language Model.
CoRR
Shunyu Yao, Fei Liu, Xi Lin, Zhichao Lu, Zhenkun Wang, Qingfu Zhang
2024 J jnl
Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model.
IEEE Trans. Cybern.
Zhenkun Wang, Shunyu Yao, Genghui Li, Qingfu Zhang
2024 J jnl
Pareto Improver: Learning Improvement Heuristics for Multi-Objective Route Planning.
IEEE Trans. Intell. Transp. Syst.
Zhi Zheng, Shunyu Yao, Genghui Li, Linxi Han, Zhenkun Wang
2023 J jnl
Choose Appropriate Subproblems for Collaborative Modeling in Expensive Multiobjective Optimization.
IEEE Trans. Cybern.
Zhenkun Wang, Qingfu Zhang, Yew-Soon Ong, Shunyu Yao, Haitao Liu, Jianping Luo
2023 J jnl
Large Language Model for Multi-objective Evolutionary Optimization.
CoRR
Fei Liu, Xi Lin, Zhenkun Wang, Shunyu Yao, Xialiang Tong, Mingxuan Yuan, Qingfu Zhang