Changliang Zhou

According to our database, Changliang Zhou authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SPACE: Unifying Symmetric and Asymmetric Routing Problems for Generalist Neural Solver.

Rongsheng Chen, Changliang Zhou, Canhong Yu, Yuanyao Chen, Yu Zhou, Zhuo Chen, Zhenkun Wang

CoRR, May, 2026

Rethinking Constraint Awareness for Efficient State Embedding of Neural Routing Solver.

Canhong Yu, Changliang Zhou, Rongsheng Chen, Zhenkun Wang, Yu Zhou

CoRR, May, 2026

Survey on Neural Routing Solvers.

Yunpeng Ba, Xi Lin, Changliang Zhou, Ruihao Zheng, Zhenkun Wang, Xinyan Liang, Zhichao Lu, Jianyong Sun, Yuhua Qian, Qingfu Zhang

CoRR, February, 2026

2025

URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization.

Changliang Zhou, Canhong Yu, Shunyu Yao, Xi Lin, Zhenkun Wang, Yu Zhou, Qingfu Zhang

CoRR, September, 2025

L2R: Learning to Reduce Search Space for Generalizable Neural Routing Solver.

Changliang Zhou, Xi Lin, Zhenkun Wang, Qingfu Zhang

CoRR, March, 2025

2024

Instance-Conditioned Adaptation for Large-scale Generalization of Neural Combinatorial Optimization.

Changliang Zhou, Xi Lin, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Qingfu Zhang

CoRR, 2024

UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems.

Zhi Zheng, Changliang Zhou, Xialiang Tong, Mingxuan Yuan, Zhenkun Wang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed.

Yubin Xiao, Di Wang, Boyang Li, Mingzhao Wang, Xuan Wu, Changliang Zhou, You Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024