Yizhou Sun

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Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisPatvirtintas el. paštas cs.uiuc.edu
Wei WangLeonard Kleinrock Professor in Computer Science, UCLAPatvirtintas el. paštas cs.ucla.edu
Ziniu HuxAIPatvirtintas el. paštas caltech.edu
Ting ChenxAIPatvirtintas el. paštas google.com
Yunsheng BaiUniversity of California, Los AngelesPatvirtintas el. paštas g.ucla.edu
Kai-Wei ChangAssociate Professor, UCLAPatvirtintas el. paštas kwchang.net
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoPatvirtintas el. paštas cs.uic.edu
Xiao YuRoblox, Ex-GooglerPatvirtintas el. paštas roblox.com
Xifeng YanProfessor, Computer Science, Univ. of California at Santa BarbaraPatvirtintas el. paštas cs.ucsb.edu
Manish GuptaBing, MicrosoftPatvirtintas el. paštas microsoft.com
Jing GaoAssociate Professor, Elmore Family School of Electrical and Computer Engineering, Purdue UniversityPatvirtintas el. paštas purdue.edu
Sean (Xiang) RenViterbi Early Career Chair & Associate Professor, University of Southern CaliforniaPatvirtintas el. paštas usc.edu
Quanquan GuAssociate Professor of Computer Science, UCLAPatvirtintas el. paštas cs.ucla.edu
Charu AggarwalDistinguished Research Staff Member, IBM T. J. Watson Research CenterPatvirtintas el. paštas us.ibm.com
Yuxiao DongCS, Tsinghua UniversityPatvirtintas el. paštas tsinghua.edu.cn
Hongzhi YinProfessor and ARC Future Fellow, University of QueenslandPatvirtintas el. paštas uq.edu.au
Yintao YuUniversity of Illinois at Urbana-ChampaignPatvirtintas el. paštas illinois.edu
Nitesh V Chawla, Fellow: ACM, IEEE,...Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DamePatvirtintas el. paštas nd.edu
Junheng HaoResearcher, Microsoft Research GenAIPatvirtintas el. paštas microsoft.com
Hao DingSenior Applied Scientist and Manager, AWS AIPatvirtintas el. paštas amazon.com

Stebėti

Yizhou Sun

Professor, Computer Science, UCLA

Patvirtintas el. paštas cs.ucla.edu - Pagrindinis puslapis

Information Networks Knowledge Graphs Graph Neural Networks Data Mining Machine Learning


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
PathSim: Meta path-based top-k similarity search in heterogeneous information networks Y Sun, J Han, X Yan, PS Yu, T Wu Proceedings of the VLDB Endowment 4 (11), 992-1003, 2011	2270	2011
Heterogeneous Graph Transformer Z Hu, Y Dong, K Wang, Y Sun Proceedings of The Web Conference 2020, 2704-2710, 2020	1480	2020
A survey of heterogeneous information network analysis C Shi, Y Li, J Zhang, Y Sun, SY Philip IEEE Transactions on Knowledge and Data Engineering 29 (1), 17-37, 2017	1230	2017
Personalized entity recommendation: a heterogeneous information network approach X Yu, X Ren, Y Sun, Q Gu, B Sturt, U Khandelwal, B Norick, J Han Proceedings of the 7th ACM international conference on Web search and data …, 2014	934	2014
Mining heterogeneous information networks: a structural analysis approach Y Sun, J Han ACM SIGKDD Explorations Newsletter 14 (2), 20-28, 2012	725	2012
Ranking-based clustering of heterogeneous information networks with star network schema Y Sun, Y Yu, J Han Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	703	2009
Mining heterogeneous information networks: principles and methodologies Y Sun, J Han Synthesis Lectures on Data Mining and Knowledge Discovery 3 (2), 1-159, 2012	699	2012
GPT-GNN: Generative Pre-Training of Graph Neural Networks Z Hu, Y Dong, K Wang, KW Chang, Y Sun Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	644	2020
Co-author relationship prediction in heterogeneous bibliographic networks Y Sun, R Barber, M Gupta, CC Aggarwal, J Han 2011 International Conference on Advances in Social Networks Analysis and …, 2011	587	2011
RankClus: integrating clustering with ranking for heterogeneous information network analysis Y Sun, J Han, P Zhao, Z Yin, H Cheng, T Wu Proceedings of the 12th International Conference on Extending Database …, 2009	552	2009
LCARS: a location-content-aware recommender system H Yin, Y Sun, B Cui, Z Hu, L Chen Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	449	2013
Pathselclus: Integrating meta-path selection with user-guided object clustering in heterogeneous information networks Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (3), 1-23, 2013	442	2013
Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	442*	2012
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation Y Bai, H Ding, S Bian, T Chen, Y Sun, W Wang Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019	422	2019
On community outliers and their efficient detection in information networks J Gao, F Liang, W Fan, C Wang, Y Sun, J Han Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	387	2010
Layer-dependent importance sampling for training deep and large graph convolutional networks D Zou, Z Hu, Y Wang, S Jiang, Y Sun, Q Gu Advances in Neural Information Processing Systems, 11247-11256, 2019	368	2019
Heterogeneous network representation learning: A unified framework with survey and benchmark C Yang, Y Xiao, Y Zhang, Y Sun, J Han IEEE Transactions on Knowledge and Data Engineering 34 (10), 4854-4873, 2020	352*	2020
Finding key players in complex networks through deep reinforcement learning C Fan, L Zeng, Y Sun, YY Liu Nature Machine Intelligence 2 (6), 317-324, 2020	324	2020
Graph regularized transductive classification on heterogeneous information networks M Ji, Y Sun, M Danilevsky, J Han, J Gao Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010	320	2010
When will it happen? -- relationship prediction in heterogeneous information networks Y Sun, J Han, CC Aggarwal, NV Chawla Proceedings of the fifth ACM international conference on Web search and data …, 2012	303	2012

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