Mengying SunBefore joining Meta, I got my Ph.D. in Computer Science at MSU, advised by Prof. Jiayu Zhou and co-advised by Prof. Bin Chen. During 2015-2016, I worked as a Research Assistant at QuantGen Lab, advised by Prof. de los Campos. Previously, I received my M.S. in Statistics at MSU and B.A. in Demography at RUC. Email | Google Scholar | CV | GitHub | Instagram |
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News
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Publications |
MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain KnowledgeMengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou 27th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021 code | |
Learning Deep Neural Networks under Agnostic Corrupted SupervisionBoyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou 38th International Conference on Machine Learning, 2021 code | |
Robust Collaborative Learning for Noisy LabelsMengying Sun, Jing Xing, Bin Chen, Jiayu Zhou 20th IEEE International Conference on Data Mining, 2020 code | |
Graph Convolutional Networks for Computational Drug Development and DiscoveryMengying Sun, Sendong Zhao, Coryandar Gilvary, Olivier Elemento, Jiayu Zhou Briefings in Bioinformatics, 2019 |
Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive ModelsMengying Sun, Fengyi Tang, Jinfeng Yi, Fei Wang, Jiayu Zhou 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2018 code | |