166 citations · 562 across the 54 of their papers we have counts for
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cs.LG2026
Muon: Muon with Fractional Spectral Powers
Yihe Dong, Will Sawin
Muon is an increasingly widely used optimizer that replaces a gradient with its polar factor , thereby flattening the singular spectrum. However, full flatten…
cs.LG2020★ 48 cited
HNHN: Hypergraph Networks with Hyperedge Neurons
Yihe Dong, Will Sawin, Yoshua Bengio
Hypergraphs provide a natural representation for many real world datasets. We propose a novel framework, HNHN, for hypergraph representation learning. HNHN is a hypergraph convolut…
cs.LG2020★ 4 cited
COPT: Coordinated Optimal Transport for Graph Sketching
Yihe Dong, Will Sawin
We introduce COPT, a novel distance metric between graphs defined via an optimization routine, computing a coordinated pair of optimal transport maps simultaneously. This gives an…