cornell-zhang / heurigymLinks
Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
☆51Updated last month
Alternatives and similar repositories for heurigym
Users that are interested in heurigym are comparing it to the libraries listed below
Sorting:
- ☆46Updated 2 years ago
- Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"☆14Updated 2 years ago
- LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models☆24Updated 3 years ago
- A benchmarking suite for maximum independent set solvers.☆53Updated last year
- Differentiable Combinatorial Scheduling at Scale (ICML'24). Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, Cunxi Yu.☆20Updated 11 months ago
- ☆15Updated last year
- Polynormer: Polynomial-Expressive Graph Transformer in Linear Time (ICLR'24)☆43Updated last year
- Using GNN and DQN to find a baetter branching heuristic for a CDCL Solver☆52Updated 4 years ago
- ☆10Updated 2 years ago
- Problems and Results of IWLS 2023 Programming Contest☆16Updated 5 months ago
- ☆17Updated last year
- [NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"☆19Updated 2 years ago
- Official implementation of NeurIPS'24 paper "Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer".☆14Updated last month
- LLM4HWDesign Starting Toolkit☆18Updated last year
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Updated 3 years ago
- Official implementation of NeurIPS'23 paper "Macro Placement by Wire-Mask-Guided Black-Box Optimization"☆26Updated 4 months ago
- Open Circuit Benchmark OCB and source code for CktGNN (https://openreview.net/forum?id=NE2911Kq1sp).☆69Updated 2 years ago
- The release for ICML 2023 paper☆47Updated last year
- Awesome Artificial Intelligence for Electronic Design Automation Papers.☆182Updated last year
- Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits☆32Updated last year
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆20Updated 10 months ago
- [ICML 2019] Circuit-GNN: Graph Neural Networks for Distributed Circuit Design http://circuit-gnn.csail.mit.edu/☆111Updated 2 years ago
- Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs (MLSys'25)☆15Updated 6 months ago
- Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability.☆67Updated 3 months ago
- Gamora: Graph Learning based Symbolic Reasoning for Large-Scale Boolean Networks (DAC'23)☆52Updated 9 months ago
- [NeurIPS 2023] Implementation of "Transformers over Directed Acyclic Graphs"☆73Updated 4 months ago
- [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime☆23Updated 6 months ago
- Graph Neural Networks for Predicting Circuit Reliability Degradation. TCAD 2022☆23Updated 2 years ago
- ChatEDA: A Large Language Model Powered Autonomous Agent for EDA (TCAD'24, NAACL'25)☆31Updated 4 months ago
- ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.☆23Updated 2 weeks ago