KarolisMart / SPECTRE
Reference implementation for SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators (ICML 2022)
☆26Updated 2 years ago
Alternatives and similar repositories for SPECTRE:
Users that are interested in SPECTRE are comparing it to the libraries listed below
- ☆19Updated last year
- Official repository for the paper "On Evaluation Metrics for Graph Generative Models"☆25Updated 3 years ago
- [ICLR 2023] Learnable Randomness Injection (LRI) for interpretable Geometric Deep Learning.☆23Updated last year
- ☆30Updated last year
- Source code for From Stars to Subgraphs (ICLR 2022)☆66Updated 10 months ago
- EDGE: Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling☆53Updated 11 months ago
- Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (I…☆158Updated last year
- Code of "Breaking the Limits of Message Passing Graph Neural Networks" paper published in ICML2021☆40Updated 3 years ago
- [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)☆12Updated 8 months ago
- Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling☆110Updated last year
- Implementation for the paper: GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation☆26Updated 2 years ago
- Rex Ying's Ph.D. Thesis, Stanford University☆43Updated 2 years ago
- An implementation of the Autoregressive Diffusion Model for Graph Generation from [Kong et al. 2023]☆30Updated last month
- ☆21Updated 10 months ago
- Gradient gating (ICLR 2023)☆53Updated last year
- ☆40Updated 2 years ago
- ☆26Updated 3 years ago
- This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph…☆27Updated 2 years ago
- Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"☆55Updated 2 years ago
- ☆19Updated 8 months ago
- Papers about developing DL methods on disassortative graphs☆48Updated 2 years ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆117Updated 3 years ago
- Code and dataset to test empirically the expressive power of graph pooling operators.☆35Updated last year
- Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts☆16Updated last month
- Graph Positional and Structural Encoder☆45Updated 3 weeks ago
- Code Repository for GDSS using Graph Transformer☆10Updated last year
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆86Updated last year
- SignNet and BasisNet☆95Updated last year
- Code for the ICLR 2019 paper "Invariant and Equiovariant Graph Networks"☆24Updated 4 years ago
- ☆38Updated last year