Wengong Jin
Wengong Jin
mit.edu의 이메일 확인됨 - 홈페이지
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Junction Tree Variational Autoencoder for Molecular Graph Generation
W Jin, R Barzilay, T Jaakkola
International Conference on Machine Learning (ICML), 2018
5452018
A deep learning approach to antibiotic discovery
JM Stokes, K Yang, K Swanson, W Jin, A Cubillos-Ruiz, NM Donghia, ...
Cell 180 (4), 688-702. e13, 2020
5042020
Predicting organic reaction outcomes with weisfeiler-lehman network
W Jin, C Coley, R Barzilay, T Jaakkola
Advances in Neural Information Processing Systems (NIPS), 2607-2616, 2017
385*2017
Analyzing learned molecular representations for property prediction
K Yang, K Swanson, W Jin, C Coley, P Eiden, H Gao, A Guzman-Perez, ...
Journal of chemical information and modeling 59 (8), 3370-3388, 2019
3132019
Learning Multimodal Graph-to-Graph Translation for Molecular Optimization
W Jin, K Yang, R Barzilay, T Jaakkola
International Conference on Learning Representations (ICLR), 2018
1152018
Deriving neural architectures from sequence and graph kernels
T Lei, W Jin, R Barzilay, T Jaakkola
International Conference on Machine Learning (ICML), 2017
1052017
Hierarchical Generation of Molecular Graphs using Structural Motifs
W Jin, R Barzilay, T Jaakkola
International Conference on Machine Learning (ICML), 2020
62*2020
Multi-Objective Molecule Generation using Interpretable Substructures
W Jin, R Barzilay, T Jaakkola
International Conference on Machine Learning (ICML), 2020
31*2020
Enforcing Predictive Invariance across Structured Biomedical Domains
W Jin, R Barzilay, T Jaakkola
arXiv preprint arXiv:2006.03908, 2020
20*2020
Functional Transparency for Structured Data: a Game-Theoretic Approach
GH Lee, W Jin, D Alvarez-Melis, TS Jaakkola
International Conference on Machine Learning (ICML), 2019
82019
Improving Molecular Design by Stochastic Iterative Target Augmentation
K Yang, W Jin, K Swanson, R Barzilay, T Jaakkola
International Conference on Machine Learning (ICML), 2020
62020
Paragraph vector based topic model for language model adaptation
W Jin, T He, Y Qian, K Yu
Sixteenth Annual Conference of the International Speech Communication …, 2015
52015
Deep learning identifies synergistic drug combinations for treating COVID-19
W Jin, JM Stokes, RT Eastman, Z Itkin, AV Zakharov, JJ Collins, ...
Proceedings of the National Academy of Sciences 118 (39), 2021
3*2021
Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis
K Yang, S Goldman, W Jin, AX Lu, R Barzilay, T Jaakkola, C Uhler
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1*2021
Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design
W Jin, J Wohlwend, R Barzilay, T Jaakkola
arXiv preprint arXiv:2110.04624, 2021
2021
Systems and methods for predicting chemical reactions
CW Coley, KF Jensen, R Barzilay, TS Jaakkola, W Jin
US Patent 10,622,098, 2020
2020
Neural graph representation learning with application to chemistry
W Jin
Massachusetts Institute of Technology, 2018
2018
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