| 2026 | AAAI | Efficient Few-Step Solution Generation via Discrete Flow Matching for Combinatorial Optimization. | Yuanshu Li, Di Wang, Wei Du, Xuan Wu, Peng Zhao, Yubin Xiao, You Zhou |
| 2025 | IJCAI | DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning. | Yubin Xiao, Yuesong Wu, Rui Cao, Di Wang, Zhiguang Cao, Xuan Wu, Peng Zhao, Yuanshu Li, You Zhou, Yuan Jiang |
| 2025 | KDD | Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models. | Xuan Wu, Di Wang, Chunguo Wu, Lijie Wen, Chunyan Miao, Yubin Xiao, You Zhou |
| 2025 | KDD | Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution. | Wenhao Song, Xuan Wu, Bo Yang, You Zhou, Yubin Xiao, Yanchun Liang, Hongwei Ge, Heow Pueh Lee, Chunguo Wu |
| 2025 | KDD | An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem. | Mingzhao Wang, You Zhou, Zhiguang Cao, Yubin Xiao, Xuan Wu, Wei Pang, Yuan Jiang, Hui Yang, Peng Zhao, Yuanshu Li |
| 2025 | WWW | Dual Operation Aggregation Graph Neural Networks for Solving Flexible Job-Shop Scheduling Problem with Reinforcement Learning. | Peng Zhao, You Zhou, Di Wang, Zhiguang Cao, Yubin Xiao, Xuan Wu, Yuanshu Li, Hongjia Liu, Wei Du, Yuan Jiang, Liupu Wang |
| 2024 | AAAI | 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 |
| 2023 | ICONIP | Leveraging Hierarchical Similarities for Contrastive Clustering. | Yuanshu Li, Yubin Xiao, Xuan Wu, Lei Song, Yanchun Liang, You Zhou |
| 2016 | WoWMoM | A portable Wireless Sensor Network system for real-time environmental monitoring. | Rita Tse, Yubin Xiao |