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Hongyu Guo
Hongyu Guo
Senior Research Scientist@NRC Canada, Adjunct Professor@University of Ottawa
Verified email at uottawa.ca - Homepage
Title
Cited by
Cited by
Year
Learning from imbalanced data sets with boosting and data generation: the databoost-im approach
H Guo, HL Viktor
ACM Sigkdd Explorations Newsletter 6 (1), 30-39, 2004
7632004
Generating Text with Deep Reinforcement Learning
H Guo
https://arxiv.org/abs/1510.09202, 2015
468*2015
Long short-term memory over tree structures
X Zhu, P Sobhani, H Guo
ICML2015, 2015
443*2015
Mixup as locally linear out-of-manifold regularization
H Guo, Y Mao, R Zhang
AAAI, 2019
2512019
Augmenting data with mixup for sentence classification: An empirical study
H Guo, Y Mao, R Zhang
arXiv preprint arXiv:1905.08941, 2019
1782019
A graph to graphs framework for retrosynthesis prediction
C Shi, M Xu, H Guo, M Zhang, J Tang
International conference on machine learning, 8818-8827, 2020
1032020
Self-supervised graph-level representation learning with local and global structure
M Xu, H Wang, B Ni, H Guo, J Tang
International Conference on Machine Learning, 11548-11558, 2021
932021
Pre-training molecular graph representation with 3D geometry
S Liu, H Wang, W Liu, J Lasenby, H Guo, J Tang
ICLR2022, 2021
912021
An empirical study on the effect of negation words on sentiment
X Zhu, H Guo, S Mohammad, S Kiritchenko
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
812014
The unreasonable effectiveness of word representations for twitter named entity recognition
C Cherry, H Guo
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
722015
Nonlinear mixup: Out-of-manifold data augmentation for text classification
H Guo
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4044-4051, 2020
712020
Multirelational classification: a multiple view approach
H Guo, HL Viktor
Knowledge and Information Systems 17, 287-312, 2008
542008
Dag-structured long short-term memory for semantic compositionality
X Zhu, P Sobhani, H Guo
Proceedings of the 2016 conference of the north american chapter of the …, 2016
482016
Syntax encoding with application in authorship attribution
R Zhang, Z Hu, H Guo, Y Mao
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
472018
Demonstration of feasibility of x-ray free electron laser studies of dynamics of nanoparticles in entangled polymer melts
J Carnis, W Cha, J Wingert, J Kang, Z Jiang, S Song, M Sikorski, A Robert, ...
Scientific reports 4 (1), 6017, 2014
472014
Diffeomorphic point matching
H Guo, A Rangarajan, S Joshi
Handbook of mathematical models in computer vision, 205-219, 2006
442006
Boosting with data generation: improving the classification of hard to learn examples
H Guo, HL Viktor
Innovations in Applied Artificial Intelligence: 17th International …, 2004
382004
Accelerated Continuous Conditional Random Fields For Load Forecasting (extended abstract)
H Guo
ICDE, 2016
35*2016
Experimental study of the dimensionality of black-eye patterns
C Zhou, H Guo, Q Ouyang
Physical Review E 65 (3), 036118, 2002
322002
A knowledge fusion model for web information
N Xie, C Cao, HY Guo
The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05 …, 2005
312005
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