Hongyu Guo

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Herna ViktorUniversity of OttawaVerified email at uottawa.ca
Yongyi MaoProfessor of Electrical Engineering and Computer Science, University of OttawaVerified email at eecs.uottawa.ca
Xiaodan ZhuECE & Ingenuity Labs Research Institute, Queen's University, CanadaVerified email at queensu.ca
Jian Tang (唐建）Associate Professor, Mila-Quebec AI Institute, HEC Montréal, Canada CIFAR AI ChairVerified email at hec.ca
Eric PaquetNational Research CouncilVerified email at nrc-cnrc.gc.ca
Shengchao LiuMila-UdeMVerified email at umontreal.ca
Colin CherryGoogle ResearchVerified email at google.com
Saif M. MohammadSenior Research Scientist (Emotions and Language, Affective Science, NLP), National Research CouncilVerified email at nrc-cnrc.gc.ca
Svetlana KiritchenkoNational Research Council CanadaVerified email at nrc-cnrc.gc.ca
Boxing ChenAlibaba GroupVerified email at alibaba-inc.com
Dongjin SongAssistant Professor, Computer Science and Engineering, University of ConnecticutVerified email at uconn.edu
Michelangelo CeciUniversity of Bari "A. Moro"Verified email at di.uniba.it
Donato MalerbaProfessor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", ItalyVerified email at uniba.it
Annalisa AppiceResearcher of Computer Science, University of Bari Aldo MoroVerified email at di.uniba.it
Chang ShuNational Research Council of CanadaVerified email at nrc-cnrc.gc.ca
Yaoliang YuUniversity of WaterlooVerified email at uwaterloo.ca

Hongyu Guo

Senior Research Scientist@NRC Canada, Adjunct Professor@University of Ottawa

Verified email at uottawa.ca - Homepage

machine learning and deep learning


Title Sort by citations Sort by year Sort by 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	763	2004
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	251	2019
Augmenting data with mixup for sentence classification: An empirical study H Guo, Y Mao, R Zhang arXiv preprint arXiv:1905.08941, 2019	178	2019
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	103	2020
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	93	2021
Pre-training molecular graph representation with 3D geometry S Liu, H Wang, W Liu, J Lasenby, H Guo, J Tang ICLR2022, 2021	91	2021
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	81	2014
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	72	2015
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	71	2020
Multirelational classification: a multiple view approach H Guo, HL Viktor Knowledge and Information Systems 17, 287-312, 2008	54	2008
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	48	2016
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	47	2018
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	47	2014
Diffeomorphic point matching H Guo, A Rangarajan, S Joshi Handbook of mathematical models in computer vision, 205-219, 2006	44	2006
Boosting with data generation: improving the classification of hard to learn examples H Guo, HL Viktor Innovations in Applied Artificial Intelligence: 17th International …, 2004	38	2004
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	32	2002
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	31	2005

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