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Yizhou Sun, Ph.D. - Publications

Affiliations: 
2012 Computer Science University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Computer Science, Information Science, General Engineering
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28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Yang C, Xiao Y, Zhang Y, Sun Y, Han J. Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark. Ieee Transactions On Knowledge and Data Engineering. 34: 4854-4873. PMID 37915376 DOI: 10.1109/tkde.2020.3045924  0.531
2020 Fan C, Zeng L, Sun Y, Liu YY. Finding key players in complex networks through deep reinforcement learning. Nature Machine Intelligence. 2: 317-324. PMID 34124581 DOI: 10.1038/s42256-020-0177-2  0.374
2020 Sun H, He F, Huang J, Sun Y, Li Y, Wang C, He L, Sun Z, Jia X. Network Embedding for Community Detection in Attributed Networks Acm Transactions On Knowledge Discovery From Data. 14: 1-25. DOI: 10.1145/3385415  0.445
2020 Yang Y, Xu Y, Sun Y, Dong Y, Wu F, Zhuang YT. Mining Fraudsters and Fraudulent Strategies in Large-Scale Mobile Social Networks Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2019.2924431  0.379
2020 Fan C, Zeng L, Sun Y, Liu Y. Finding key players in complex networks through deep reinforcement learning Nature Machine Intelligence. 2: 317-324. DOI: 10.1038/S42256-020-0177-2  0.483
2019 Li R, Mi N, Riedewald M, Sun Y, Yao Y. Abstract Cost Models for Distributed Data-Intensive Computations. Distributed and Parallel Databases. 37: 411-439. PMID 31889741 DOI: 10.1007/S10619-018-7244-2  0.32
2019 Li Z, Jiang J, Sun Y, Wang W. Personalized Question Routing via Heterogeneous Network Embedding Proceedings of the Aaai Conference On Artificial Intelligence. 33: 192-199. DOI: 10.1609/aaai.v33i01.3301192  0.343
2019 Zhou Y, Huang J, Sun H, Sun Y, Qiao S, Wambura SM. Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks Acm Transactions On Knowledge Discovery From Data. 13: 1-33. DOI: 10.1145/3364226  0.478
2017 Wang W, Yin H, Chen L, Sun Y, Sadiq S, Zhou X. ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation Acm Transactions On Intelligent Systems and Technology. 8: 48. DOI: 10.1145/3011019  0.319
2017 Shi C, Li Y, Zhang J, Sun Y, Yu PS. A Survey of Heterogeneous Information Network Analysis Ieee Transactions On Knowledge and Data Engineering. 29: 17-37. DOI: 10.1109/Tkde.2016.2598561  0.57
2016 Fu G, Ding Y, Seal A, Chen B, Sun Y, Bolton E. Predicting drug target interactions using meta-path-based semantic network analysis. Bmc Bioinformatics. 17: 160. PMID 27071755 DOI: 10.1186/S12859-016-1005-X  0.437
2016 Xia P, Zhai S, Liu B, Sun Y, Chen C. Design of reciprocal recommendation systems for online dating Social Network Analysis and Mining. 6. DOI: 10.1007/S13278-016-0340-2  0.328
2014 Yin H, Cui B, Sun Y, Hu Z, Chen L. LCARS: A Spatial Item Recommender System Acm Transactions On Information Systems. 32: 11-11. DOI: 10.1145/2629461  0.351
2014 Sun Y, Tang J, Han J, Chen C, Gupta M. Co-Evolution of Multi-Typed Objects in Dynamic Star Networks Ieee Transactions On Knowledge and Data Engineering. 26: 2942-2955. DOI: 10.1109/Tkde.2013.103  0.627
2013 Sun Y, Norick B, Han J, Yan X, Yu PS, Yu X. PathSelClus Acm Transactions On Knowledge Discovery From Data. 7: 1-23. DOI: 10.1145/2500492  0.573
2013 Sun Y, Han J. Mining heterogeneous information networks: a structural analysis approach Sigkdd Explorations. 14: 20-28. DOI: 10.1145/2481244.2481248  0.643
2013 Tao F, Yu X, Lei KH, Brova G, Cheng X, Han J, Kanade R, Sun Y, Wang C, Wang L, Weninger T. Research-insight: Providing insight on research by publication network analysis Proceedings of the Acm Sigmod International Conference On Management of Data. 1093-1096. DOI: 10.1145/2463676.2463689  0.642
2013 Sun Y, Han J. Meta-Path-Based Search and Mining in Heterogeneous Information Networks Tsinghua Science & Technology. 18: 329-338. DOI: 10.1109/Tst.2013.6574671  0.651
2013 Gao J, Liang F, Fan W, Sun Y, Han J. A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models Ieee Transactions On Knowledge and Data Engineering. 25: 15-28. DOI: 10.1109/Tkde.2011.206  0.473
2012 Sun Y, Han J. Mining Heterogeneous Information Networks: Principles and Methodologies Synthesis Lectures On Data Mining and Knowledge Discovery. 3: 1-159. DOI: 10.2200/S00433ED1V01Y201207DMK005  0.466
2012 Sun Y, Han J, Yan X, Yu PS. Mining knowledge from interconnected data Proceedings of the Vldb Endowment. 5: 2022-2023. DOI: 10.14778/2367502.2367566  0.392
2012 Sun Y, Aggarwal CC, Han J. Relation strength-aware clustering of heterogeneous information networks with incomplete attributes Proceedings of the Vldb Endowment. 5: 394-405. DOI: 10.14778/2140436.2140437  0.573
2012 Tang L, Yu X, Kim S, Han J, Peng W, Sun Y, Leung A, La Porta T. Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach International Journal of Distributed Sensor Networks. 8: 724846. DOI: 10.1155/2012/724846  0.652
2012 Yang Y, Chawla N, Sun Y, Hani J. Predicting links in multi-relational and heterogeneous networks Proceedings - Ieee International Conference On Data Mining, Icdm. 755-764. DOI: 10.1109/ICDM.2012.144  0.445
2012 Kim H, Sun Y, Hockenmaier J, Han J. ETM: Entity topic models for mining documents associated with entities Proceedings - Ieee International Conference On Data Mining, Icdm. 349-358. DOI: 10.1109/ICDM.2012.107  0.444
2011 Sun Y, Han J, Yan X, Yu PS, Wu T. PathSim Proceedings of the Vldb Endowment. 4: 992-1003. DOI: 10.14778/3402707.3402736  0.448
2011 Weninger T, Danilevsky M, Fumarola F, Hailpern J, Han J, Johnston TJ, Kallumadi S, Kim H, Li Z, McCloskey D, Sun Y, TeGrotenhuis NE, Wang C, Yu X. WINACS: Construction and analysis of web-based computer science information networks Proceedings of the Acm Sigmod International Conference On Management of Data. 1255-1257. DOI: 10.1145/1989323.1989469  0.679
2009 Yu Y, Lin CX, Sun Y, Chen C, Han J, Liao B, Wu T, Zhai C, Zhang D, Zhao B. iNextCube Proceedings of the Vldb Endowment. 2: 1622-1625. DOI: 10.14778/1687553.1687608  0.378
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