Hongyu Guo

Learning from imbalanced data sets with boosting and data generation

Hongyu Guo, Herna L. Viktor · ACM SIGKDD Explorations Newsletter · 2004 · 606 citations

Computing, Computer Science, Machine Learning +13

Long Short-Term Memory Over Recursive Structures

Xiaodan Zhu, Parinaz Sobihani, Hongyu Guo · NPARC · 2015 · 273 citations

Computing, Computer Science, Computational Linguistics +16

MixUp as Locally Linear Out-of-Manifold Regularization

Hongyu Guo, Yongyi Mao, Richong Zhang · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 265 citations · Full text

Computing, Computer Science, Data Mining +16

Pre-training Molecular Graph Representation with 3D Geometry

Shengchao Liu, Hanchen Wang, Weiyang Liu et al. · NPARC · 2021 · 154 citations · Full text

Natural Sciences, Chemistry, Medicinal Chemistry +17

Augmenting Data with Mixup for Sentence Classification: An Empirical Study

Hongyu Guo, Yongyi Mao, Richong Zhang · arXiv (Cornell University) · 2019 · 146 citations · Full text

Computing, Computer Science, Computational Linguistics +12