28 citations · 28 across the 6 of their papers we have counts for
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cs.LG2022★ 28 cited
Formula graph self-attention network for representation-domain independent materials discovery
Achintha Ihalage, Yang Hao
The success of machine learning (ML) in materials property prediction depends heavily on how the materials are represented for learning. Two dominant families of material descripto…
cs.LG2020
NeuCrowd: Neural Sampling Network for Representation Learning with Crowdsourced Labels
Yang Hao, Wenbiao Ding, Zitao Liu
Representation learning approaches require a massive amount of discriminative training data, which is unavailable in many scenarios, such as healthcare, smart city, education, etc.…