Hongyu Guo

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Xiaodan ZhuECE & Ingenuity Labs Research Institute, Queen's University, CanadaPotvrđena adresa e-pošte na queensu.ca
Shengchao LiuUC Berkeley & CaltechPotvrđena adresa e-pošte na berkeley.edu
Jian Tang (唐建）Associate Professor, Mila-Quebec AI Institute, HEC Montréal, Canada CIFAR AI ChairPotvrđena adresa e-pošte na hec.ca
Martin Renqiang MinDepartment Head of Machine Learning, NEC Labs AmericaPotvrđena adresa e-pošte na nec-labs.com
Colin CherryGoogle ResearchPotvrđena adresa e-pošte na google.com
Anima AnandkumarCalifornia Institute of Technology and NVIDIAPotvrđena adresa e-pošte na caltech.edu
Chaowei XiaoUniversity of Wisconsin - MadisonPotvrđena adresa e-pošte na umich.edu
Saif M. MohammadSenior Research Scientist (Emotions and Language, Affective Science, NLP), National Research CouncilPotvrđena adresa e-pošte na nrc-cnrc.gc.ca
Svetlana KiritchenkoNational Research Council CanadaPotvrđena adresa e-pošte na nrc-cnrc.gc.ca
Jennifer ChayesProfessor, UC BerkeleyPotvrđena adresa e-pošte na jenniferchayes.com
Dongjin SongAssistant Professor, Computer Science and Engineering, University of ConnecticutPotvrđena adresa e-pošte na uconn.edu
Chang ShuNational Research Council of CanadaPotvrđena adresa e-pošte na nrc-cnrc.gc.ca
Yaoliang YuUniversity of WaterlooPotvrđena adresa e-pošte na uwaterloo.ca

Prati

Hongyu Guo

Ostala imenaHarry Guo, Harry H.Y. Guo

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

Potvrđena adresa e-pošte na uottawa.ca - Početna stranica

machine learning deep learning geometric generative model graph network


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
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	799	2004
Generating Text with Deep Reinforcement Learning H Guo https://arxiv.org/abs/1510.09202, 2015	508*	2015
Long short-term memory over tree structures X Zhu, P Sobhani, H Guo ICML2015, 2015	487*	2015
Mixup as locally linear out-of-manifold regularization H Guo, Y Mao, R Zhang AAAI, 2019	320	2019
Augmenting data with mixup for sentence classification: An empirical study H Guo, Y Mao, R Zhang arXiv preprint arXiv:1905.08941, 2019	227	2019
Pre-training molecular graph representation with 3D geometry S Liu, H Wang, W Liu, J Lasenby, H Guo, J Tang ICLR2022, 2021	218	2021
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	167	2021
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	142	2020
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	97	2020
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	89	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	74	2015
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	57	2018
Multirelational classification: a multiple view approach H Guo, HL Viktor Knowledge and Information Systems 17, 287-312, 2008	57	2008
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	51	2014
Molecular geometry pretraining with SE(3)-invariant denoising distance matching S Liu, H Guo, J Tang ICLR2023, 2023	50	2023
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	50	2016
Diffeomorphic point matching H Guo, A Rangarajan, S Joshi Handbook of mathematical models in computer vision, 205-219, 2006	43	2006
Boosting with data generation: improving the classification of hard to learn examples H Guo, HL Viktor International Conference on Industrial, Engineering and Other Applications …, 2004	41	2004
Dynamic graph convolutional networks for entity linking J Wu, R Zhang, Y Mao, H Guo, M Soflaei, J Huai Proceedings of The Web Conference 2020, 1149-1159, 2020	36	2020
Accelerated Continuous Conditional Random Fields For Load Forecasting (extended abstract) H Guo ICDE, 2016	36*	2016

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