ai4co / unsupervised-CO-ucom2
[ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
☆12Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for unsupervised-CO-ucom2
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆15Updated this week
- Implementation code for NeurIPS 2024 paper: "Learning to Handle Complex Constraints for Vehicle Routing Problems"☆15Updated this week
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Updated 11 months ago
- ☆11Updated 11 months ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆15Updated 2 years ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆17Updated last month
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆24Updated 3 months ago
- Official repository for GFACS☆24Updated 6 months ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆18Updated last year
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆55Updated last year
- ☆39Updated 5 months ago
- ☆24Updated last year
- ☆14Updated last year
- ☆20Updated last year
- The collection of my research papers' illustrations.☆15Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆50Updated 3 months ago
- A collection of Matplotlib plot templates.☆19Updated last year
- ☆10Updated last year
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆53Updated 3 months ago
- ☆25Updated 9 months ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆15Updated 3 months ago
- multi-task learning for routing problem☆13Updated 3 weeks ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Updated 2 years ago
- ☆30Updated 2 weeks ago
- ☆21Updated 9 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆38Updated 3 months ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆23Updated 8 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆52Updated last month
- Code for "Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous GNNs" (NeurIPS 2020)☆18Updated 3 years ago
- Implementation of our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graph…☆20Updated 3 weeks ago