Wenzheng Pan

According to our database, Wenzheng Pan authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.

Jiale Ma, Wenzheng Pan, Yang Li, Junchi Yan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

COExpander: Adaptive Solution Expansion for Combinatorial Optimization.

Jiale Ma, Wenzheng Pan, Yang Li, Junchi Yan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP.

Wenzheng Pan, Hao Xiong, Jiale Ma, Wentao Zhao, Yang Li, Junchi Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search.

Yang Li, Jiale Ma, Wenzheng Pan, Runzhong Wang, Haoyu Geng, Nianzu Yang, Junchi Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Pygmtools: A Python Graph Matching Toolkit.

Runzhong Wang, Ziao Guo, Wenzheng Pan, Jiale Ma, Yikai Zhang, Nan Yang, Qi Liu, Longxuan Wei, Hanxue Zhang, Chang Liu, Zetian Jiang, Xiaokang Yang, Junchi Yan

J. Mach. Learn. Res., 2024