9 citations · 10 across the 2 of their papers we have counts for
2 papers
physics.bio-ph2021★ 9 cited
MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph
Mengying Sun, Jing Xing, Huijun Wang +2
Recent years have seen a rapid growth of utilizing graph neural networks (GNNs) in the biomedical domain for tackling drug-related problems. However, like any other deep architectu…
cs.LG2020★ 1 cited
Robust Collaborative Learning with Noisy Labels
Mengying Sun, Jing Xing, Bin Chen +1
Learning with curriculum has shown great effectiveness in tasks where the data contains noisy (corrupted) labels, since the curriculum can be used to re-weight or filter out noisy…