Shengchao(Chao) Liu
Shengchao(Chao) Liu
MILA-UdeM
Verifierad e-postadress på umontreal.ca - Startsida
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Atomo: Communication-efficient learning via atomic sparsification
H Wang, S Sievert, S Liu, Z Charles, D Papailiopoulos, S Wright
Advances in Neural Information Processing Systems, 9850-9861, 2018
732018
Practical model selection for prospective virtual screening
S Liu, M Alnammi, SS Ericksen, AF Voter, GE Ananiev, JL Keck, ...
Journal of chemical information and modeling 59 (1), 282-293, 2018
142018
N-gram graph: Simple unsupervised representation for graphs, with applications to molecules
S Liu, MF Demirel, Y Liang
Advances in Neural Information Processing Systems, 8466-8478, 2019
12*2019
Bad global minima exist and sgd can reach them
S Liu, D Papailiopoulos, D Achlioptas
arXiv preprint arXiv:1906.02613, 2019
112019
Learning drug functions from chemical structures with convolutional neural networks and random forests
JG Meyer, S Liu, IJ Miller, JJ Coon, A Gitter
Journal of chemical information and modeling 59 (10), 4438-4449, 2019
72019
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning
S Liu, Y Liang, A Gitter
https://aaai.org/ojs/index.php/AAAI/article/view/5125, 2019
52019
EXPLORATION ON DEEP DRUG DISCOVERY: REPRESENTATION AND LEARNING
S Liu
Thesis, University of Wisconsin-Madison, 2018
42018
Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
SK Gottipati, B Sattarov, S Niu, Y Pathak, H Wei, S Liu, KMJ Thomas, ...
arXiv preprint arXiv:2004.12485, 2020
22020
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Artiklar 1–8