Chaitanya K. Joshi
Chaitanya K. Joshi
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On Representation Knowledge Distillation for Graph Neural Networks
Strategies for distilling representational knowledge from expressive yet cumbersome-to-deploy GNNs to resource-efficient and lightweight architectures.
(IEEE TNNLS)
Chaitanya K. Joshi
,
Fayao Liu
,
Xu Xun
,
Jie Lin
,
Chuan-Sheng Foo
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Benchmarking Graph Neural Networks
Open-source benchmarking framework to identify scalable and powerful GNN architectures, and track the progress of graph representation learning research.
(500+ citations, 2000+ GitHub stars)
Vijay Prakash Dwivedi
,
Chaitanya K. Joshi
,
Luu Anh Tuan
,
Thomas Laurent
,
Yoshua Bengio
,
Xavier Bresson
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