Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs".
☆20Oct 23, 2024Updated last year
Alternatives and similar repositories for ROCO
Users that are interested in ROCO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime☆24Mar 27, 2025Updated last year
- Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"☆14Feb 11, 2025Updated last year
- ☆12Feb 26, 2024Updated 2 years ago
- ☆10Jul 12, 2022Updated 3 years ago
- [SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline☆22Jun 16, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informati…☆41Sep 27, 2024Updated last year
- ☆17May 24, 2023Updated 2 years ago
- Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generatio…☆14Jan 3, 2025Updated last year
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆73Jul 2, 2025Updated 10 months ago
- ☆18Aug 14, 2024Updated last year
- ☆24Feb 8, 2024Updated 2 years ago
- ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.☆45Nov 17, 2025Updated 5 months ago
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆77Updated this week
- [AAAI 2026] TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution☆16Aug 1, 2025Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"☆13Nov 20, 2022Updated 3 years ago
- We would like to maintain a list of resources which aim to solve molecular docking and other closely related tasks.☆106Feb 23, 2023Updated 3 years ago
- ☆47Apr 30, 2025Updated last year
- ☆85Aug 5, 2022Updated 3 years ago
- The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"☆84Jul 27, 2023Updated 2 years ago
- Predict and search framework for MilP☆68Nov 20, 2022Updated 3 years ago
- A Python Graph Matching Toolkit.☆350Apr 2, 2026Updated last month
- ICLR 2022 paper☆16May 6, 2022Updated 3 years ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PyTorch code for the GNARKD.☆26Mar 28, 2024Updated 2 years ago
- Official implementation of our ICML 2023 paper "LinSATNet: The Positive Linear Satisfiability Neural Networks".☆84Apr 12, 2024Updated 2 years ago
- The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Lea…☆68Jun 8, 2023Updated 2 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆60Aug 11, 2023Updated 2 years ago
- Awesome Artificial Intelligence for Electronic Design Automation Papers.☆201Dec 28, 2023Updated 2 years ago
- [NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"☆19Mar 29, 2023Updated 3 years ago
- ☆25Dec 11, 2022Updated 3 years ago
- Attention based model for learning to solve different routing problems☆43Jun 21, 2022Updated 3 years ago
- ☆25Oct 25, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR 2025 - Workshop AgenticAI Oral] Large Language Models powered Neural Solvers for Generalized Vehicle Routing Problems☆27May 29, 2025Updated 11 months ago
- Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design S…☆45May 20, 2025Updated 11 months ago
- ☆21Sep 11, 2021Updated 4 years ago
- ☆35Feb 20, 2026Updated 2 months ago
- NeurIPS'22 Oral: EquiVSet - Learning Neural Set Functions Under the Optimal Subset Oracle☆21Dec 23, 2022Updated 3 years ago
- Synthesis of Control Barrier Functions Using a Supervised Machine Learning Approach☆13Apr 1, 2020Updated 6 years ago
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆51Dec 3, 2025Updated 5 months ago