PhD student
Creator of PyG (PyTorch Geometric) - PhD student @ TU Dortmund University - Interested in Graph Representation Learning
- Dortmund, Germany
- https://rusty1s.github.io
- @rusty1s
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- 145 discussions answered
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snap-stanford/ogb Public
Benchmark datasets, data loaders, and evaluators for graph machine learning
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pytorch_sparse Public
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
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pyg_autoscale Public
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
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Implementation of "Deep Graph Matching Consensus" in PyTorch
3,926 contributions in the last year
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November 2021
Created 40 commits in 9 repositories
Created 1 repository
- rusty1s/pytorch C++
Created a pull request in pytorch/pytorch that received 7 comments
scatter_reduce
Fixes #63780
Basic functionality of a scatter_reduce algorithm with reduce="sum":
scatter_reduce is named as scatter_reduce2 due to compiling issues
+133
−0
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7
comments
Opened 6 other pull requests in 1 repository
pyg-team/pytorch_geometric
3
merged
2
open
1
closed
Reviewed 8 pull requests in 2 repositories
pyg-team/pytorch_geometric
7 pull requests
rusty1s/pytorch_scatter
1 pull request
Opened 1 issue in 1 repository
pyg-team/smore
1
open
Answered 13 discussions in 1 repository
pyg-team/pytorch_geometric
pyg-team/pytorch_geometric
- Reducing MSE Loss with poor R2 in a 0 to 1 regression challenge.
- Trouble with heterogeneous graph learning using GCNConv operator
- LineGraph function
- Heterogeneous graph and pooling
- How can I merge several graphs into a giant graph?
- Anti symmetric adjacency matrix using sklearn
- GPU and JIT talk
- How train CGN to fill in missing node attributes?
- How to filter node paths by timestamp when sampling?
- nn.TransformerConv leading CUDA out of memory?
- How to generate datasets for inductive learning?
- Node feature
- Binary classification of nodes
75
contributions
in private repositories
Nov 1 – Nov 16