Mengying Sun
Mengying Sun
Research Scientist at Meta
Verified email at - Homepage
Cited by
Cited by
Graph convolutional networks for computational drug development and discovery
M Sun, S Zhao, C Gilvary, O Elemento, J Zhou, F Wang
Briefings in bioinformatics 21 (3), 919-935, 2020
MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge
M Sun, J Xing, H Wang, B Chen, J Zhou
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
Identify susceptible locations in medical records via adversarial attacks on deep predictive models
M Sun, F Tang, J Yi, F Wang, J Zhou
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
Multi-modality disease modeling via collective deep matrix factorization
Q Wang, M Sun, L Zhan, P Thompson, S Ji, J Zhou
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
Untangling the complex relationships between incident gout risk, serum urate, and its comorbidities
M Sun, AI Vazquez, RJ Reynolds, JA Singh, M Reeves, TR Merriman, ...
Arthritis research & therapy 20, 1-9, 2018
Structure-based drug-drug interaction detection via expressive graph convolutional networks and deep sets (student abstract)
M Sun, F Wang, O Elemento, J Zhou
proceedings of the AAAI conference on artificial intelligence 34 (10), 13927 …, 2020
Subspace network: Deep multi-task censored regression for modeling neurodegenerative diseases
M Sun, IM Baytas, L Zhan, Z Wang, J Zhou
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
Molsearch: search-based multi-objective molecular generation and property optimization
M Sun, J Xing, H Meng, H Wang, B Chen, J Zhou
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
Learning deep neural networks under agnostic corrupted supervision
B Liu, M Sun, D Wang, PN Tan, J Zhou
International Conference on Machine Learning, 6957-6967, 2021
Sex differences in viral entry protein expression and host transcript responses to SARS-CoV-2
M Sun, R Shankar, M Ko, CD Chang, SJ Yeh, S Li, K Liu, G Zhou, J Xing, ...
Research square, 2020
Robust collaborative learning with noisy labels
M Sun, J Xing, B Chen, J Zhou
2020 IEEE International Conference on Data Mining (ICDM), 1274-1279, 2020
Rankitect: Ranking architecture search battling world-class engineers at meta scale
W Wen, KH Liu, I Fedorov, X Zhang, H Yin, W Chu, K Hassani, M Sun, ...
Companion Proceedings of the ACM on Web Conference 2024, 73-82, 2024
TransCell: In silico Characterization of Genomic Landscape and Cellular Responses by Deep Transfer Learning
SJ Yeh, S Paithankar, R Chen, J Xing, M Sun, K Liu, J Zhou, B Chen
Genomics, Proteomics & Bioinformatics, qzad008, 2023
AutoML for Large Capacity Modeling of Meta's Ranking Systems
H Yin, KH Liu, M Sun, Y Chen, B Zhang, J Liu, V Sehgal, RR Panchal, ...
Companion Proceedings of the ACM on Web Conference 2024, 374-382, 2024
Machine Learning on Drug Discovery: Algorithms and Applications
M Sun
Michigan State University, 2022
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