Learning to Solve Routing Problems via Distributionally Robust Optimization Y Jiang, Y Wu, Z Cao, J Zhang 36th AAAI Conference on Artificial Intelligence (AAAI), 2022 | 46 | 2022 |
Learning to solve 3-D bin packing problem via deep reinforcement learning and constraint programming Y Jiang, Z Cao, J Zhang IEEE Transactions on Cybernetics (T-CYB), 2021 | 45 | 2021 |
Solving 3D bin packing problem via multimodal deep reinforcement learning Y Jiang, Z Cao, J Zhang 20th AAMAS International Conference on Autonomous Agents and MultiAgent …, 2021 | 21 | 2021 |
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift Y Jiang, Z Cao, Y Wu, W Song, J Zhang Advances in Neural Information Processing Systems 36 (NeurIPS), 2023 | 19 | 2023 |
Multi-View Graph Contrastive Learning for Solving Vehicle Routing Problems Y Jiang, Z Cao, Y Wu, J Zhang 39th Conference on Uncertainty in Artificial Intelligence (UAI), 2023 | 12 | 2023 |
Deep Social Collaborative Filtering by Trust Y Jiang, H Chen, B Yang arXiv, 2018 | 7 | 2018 |
An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem M Wang, Y Zhou, Z Cao, Y Xiao, X Wu, W Pang, Y Jiang SIGKDD Conference on Knowledge Discovery and Data Mining, 2025 | | 2025 |
A Flexible Diffusion Convolution for Graph Neural Networks S Zhao, B Yu, K Yang, S Zhang, J Hu, Y Jiang, P Yu, H Chen IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 | | 2025 |
Dual Operation Aggregation Graph Neural Networks for Solving Flexible Job-Shop Scheduling Problem with Reinforcement Learning P Zhao, Y Zhou, D Wang, Z Cao, Y Jiang International World Wide Web Conference (WWW), 2025 | | 2025 |
Learning generalizable heuristics for solving vehicle routing problem under distribution shift Y Jiang Nanyang Technological University, 2024 | | 2024 |
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs S Zhao, Y Jiang, Z Zhang, Y Yu, H Chen 39th AAAI Conference on Artificial Intelligence (AAAI), 2024 | | 2024 |