GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks
☆36Oct 1, 2023Updated 2 years ago
Alternatives and similar repositories for GARNET
Users that are interested in GARNET are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Generic Distributed Auto-Tuning Infrastructure☆24Jul 29, 2021Updated 4 years ago
- ☆11Oct 28, 2021Updated 4 years ago
- GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding (ICLR'20 Oral)☆113Mar 24, 2023Updated 3 years ago
- Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits☆35Aug 25, 2024Updated last year
- Conditional channel- and precision-pruning on neural networks☆71Mar 4, 2020Updated 6 years 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.
- A graph linear algebra overlay☆52Apr 26, 2023Updated 3 years ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Jun 25, 2024Updated last year
- Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs (MLSys'25)☆18Apr 4, 2025Updated last year
- Polynormer: Polynomial-Expressive Graph Transformer in Linear Time (ICLR'24)☆42Apr 6, 2024Updated 2 years ago
- UniSparse: An Intermediate Language for General Sparse Format Customization (OOPSLA'24)☆33Nov 12, 2024Updated last year
- Graph-learning assisted instruction vulnerability estimation published in DATE 2020☆14Dec 6, 2020Updated 5 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆99Oct 2, 2021Updated 4 years ago
- DNN quantization with outlier channel splitting (ICML'19)☆114Mar 21, 2020Updated 6 years ago
- ☆45Mar 21, 2020Updated 6 years 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.
- QuickEst repository: Quick Estimation of Quality of Results☆26Oct 23, 2018Updated 7 years ago
- Using e-graphs for logic synthesis (ICCAD'25)☆33Updated this week
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing (FPGA'19 Best Paper)☆338Apr 20, 2024Updated 2 years ago
- Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs (FPGA'18)☆171Nov 7, 2023Updated 2 years ago
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization (ICLR'26)☆75Updated this week
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆98Sep 27, 2024Updated last year
- SmoothE: Differentiable E-Graph Extraction (ASPLOS'25 Best Paper)☆31Jan 15, 2026Updated 3 months ago
- Repo to hold HammerBlade PyTorch port. Based on PyTorch v1.4.0☆14Oct 4, 2022Updated 3 years ago
- DATuner Repository☆17Sep 9, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Allo Accelerator Design and Programming Framework (PLDI'24)☆373Mar 13, 2026Updated last month
- 📥 🎯 (1,4/4) an MLIR-based toolchain with Vitis HLS LLVM input/output targeting FPGAs.☆15Nov 15, 2022Updated 3 years ago
- ☆17Feb 3, 2023Updated 3 years ago
- [ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability☆38Nov 27, 2023Updated 2 years ago
- generating hardware accelerators for pangenomic graph queries☆41Updated this week
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆39Oct 17, 2023Updated 2 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs (FPGA'17)☆313Nov 16, 2020Updated 5 years ago
- FPGA acceleration of arbitrary precision floating point computations.☆41May 17, 2022Updated 3 years ago
- HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration☆15Sep 14, 2020Updated 5 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.
- ☆15Mar 2, 2023Updated 3 years ago
- Codebase used to generate the results for NeurIPS23 "Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directi…☆13Dec 8, 2023Updated 2 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- This repository contains the official implementation of the paper "Robustness of Graph Neural Networks at Scale" (NeurIPS, 2021).☆31Jul 25, 2023Updated 2 years ago
- Differentiable Combinatorial Scheduling at Scale (ICML'24). Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, Cunxi Yu.☆22Oct 31, 2024Updated last year
- TAPA compiles task-parallel HLS program into high-performance FPGA accelerators. UCLA-maintained. Community-maintained version with binar…☆188Mar 8, 2026Updated last month
- Serpens is an HBM FPGA accelerator for SpMV☆23Jul 26, 2024Updated last year