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Ziqing Lu
Ziqing Lu
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Deep learning and alignment of spatially resolved single-cell transcriptomes with Tangram
T Biancalani, G Scalia, L Buffoni, R Avasthi, Z Lu, A Sanger, N Tokcan, ...
Nature methods 18 (11), 1352-1362, 2021
4392021
Nik Bear Brown, Duccio Fanelli, Xiaowei Zhuang, Evan Z. Macosko, and Aviv Regev. Deep learning and alignment of spatially resolved single-cell transcriptomes with tangram
T Biancalani, G Scalia, L Buffoni, R Avasthi, Z Lu, A Sanger, N Tokcan, ...
Nature Methods 18 (11), 1352-1362, 2021
112021
A 3D-Shape Similarity-based Contrastive Approach to Molecular Representation Learning
A Atsango, NL Diamant, Z Lu, T Biancalani, G Scalia, KV Chuang
arXiv preprint arXiv:2211.02130, 2022
32022
Genetic vulnerability to Crohn’s disease reveals a spatially resolved epithelial restitution program
T Nakata, C Li, T Mayassi, H Lin, K Ghosh, Å Segerstolpe, EL Diamond, ...
Science translational medicine 15 (719), eadg5252, 2023
22023
Cell Morphology-Guided Small Molecule Generation with GFlowNets
SZ Lu, Z Lu, E Hajiramezanali, T Biancalani, Y Bengio, G Scalia, ...
ICML 2024 Workshop on Structured Probabilistic Inference {\&} Generative …, 2024
2024
Cell Morphology-Guided Small Molecule Generation with GFlowNets
S Zhewen Lu, Z Lu, E Hajiramezanali, T Biancalani, Y Bengio, G Scalia, ...
arXiv e-prints, arXiv: 2408.05196, 2024
2024
A high-throughput phenotypic screen combined with an ultra-large-scale deep learning-based virtual screening reveals novel scaffolds of antibacterial compounds
G Scalia, ST Rutherford, Z Lu, KR Buchholz, N Skelton, K Chuang, ...
bioRxiv, 2024
2024
Deep Fitness Inference for Drug Discovery with Directed Evolution
NL Diamant, Z Lu, C Helmling, KV Chuang, C Cunningham, T Biancalani, ...
NeurIPS 2022 Workshop on Learning Meaningful Representations of Life, 0
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