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Yizhou Sun
Yizhou Sun
Professor, Computer Science, UCLA
Verificeret mail på cs.ucla.edu - Startside
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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
22722011
Heterogeneous Graph Transformer
Z Hu, Y Dong, K Wang, Y Sun
Proceedings of The Web Conference 2020, 2704-2710, 2020
14562020
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
12392017
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
9282014
Mining heterogeneous information networks: a structural analysis approach
Y Sun, J Han
ACM SIGKDD Explorations Newsletter 14 (2), 20-28, 2012
7342012
Mining heterogeneous information networks: principles and methodologies
Y Sun, J Han
Synthesis Lectures on Data Mining and Knowledge Discovery 3 (2), 1-159, 2012
7102012
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
7062009
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
6402020
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
5772011
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
5502009
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
4592013
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
4442013
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
444*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
4202019
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
3842010
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
3642019
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
351*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
3262010
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
3182020
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
3042012
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Artikler 1–20