├── README.md ├── code ├── README.md ├── main.py └── sdg │ ├── data │ ├── citeseer.npz │ ├── cora_ml.npz │ ├── io.py │ ├── pubmed.npz │ └── sparsegraph.py │ └── pytorch_code │ ├── agnostic_model.py │ ├── earlystopping.py │ ├── preprocessing.py │ ├── propagation.py │ ├── training.py │ └── utils.py ├── paper └── SDG_A Simplified and Dynamic Graph Neural Network.pdf └── slides └── SIGIR'21_SDG_Presentation_Slides.pdf /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/README.md -------------------------------------------------------------------------------- /code/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/README.md -------------------------------------------------------------------------------- /code/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/main.py -------------------------------------------------------------------------------- /code/sdg/data/citeseer.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/data/citeseer.npz -------------------------------------------------------------------------------- /code/sdg/data/cora_ml.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/data/cora_ml.npz -------------------------------------------------------------------------------- /code/sdg/data/io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/data/io.py -------------------------------------------------------------------------------- /code/sdg/data/pubmed.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/data/pubmed.npz -------------------------------------------------------------------------------- /code/sdg/data/sparsegraph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/data/sparsegraph.py -------------------------------------------------------------------------------- /code/sdg/pytorch_code/agnostic_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/pytorch_code/agnostic_model.py -------------------------------------------------------------------------------- /code/sdg/pytorch_code/earlystopping.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/pytorch_code/earlystopping.py -------------------------------------------------------------------------------- /code/sdg/pytorch_code/preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/pytorch_code/preprocessing.py -------------------------------------------------------------------------------- /code/sdg/pytorch_code/propagation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/pytorch_code/propagation.py -------------------------------------------------------------------------------- /code/sdg/pytorch_code/training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/pytorch_code/training.py -------------------------------------------------------------------------------- /code/sdg/pytorch_code/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/code/sdg/pytorch_code/utils.py -------------------------------------------------------------------------------- /paper/SDG_A Simplified and Dynamic Graph Neural Network.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/paper/SDG_A Simplified and Dynamic Graph Neural Network.pdf -------------------------------------------------------------------------------- /slides/SIGIR'21_SDG_Presentation_Slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DongqiFu/SDG/HEAD/slides/SIGIR'21_SDG_Presentation_Slides.pdf --------------------------------------------------------------------------------