Yizhou Sun, Ph.D. - Publications

Affiliations: 
2012 Computer Science University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Computer Science, Information Science, General Engineering

28/60 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  0.65
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  0.447
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
Low-probability matches (unlikely to be authored by this person)
2018 Caufield JH, Zhou Y, Garlid AO, Setty SP, Liem DA, Cao Q, Lee JM, Murali S, Spendlove S, Wang W, Zhang L, Sun Y, Bui A, Hermjakob H, Watson KE, et al. A reference set of curated biomedical data and metadata from clinical case reports. Scientific Data. 5: 180258. PMID 30457569 DOI: 10.1038/Sdata.2018.258  0.268
2014 Chodpathumwan Y, Termehchy A, Sun Y, Aleyasin A, Picado J. Toward representation independent similarity search over graphs 2nd International Workshop On Graph Data Management Experiences and Systems, Grades 2014 - Co-Located With Sigmod/Pods 2014. DOI: 10.1145/2621934.2621946  0.221
2022 Zhang Q, Hu X, Yue Y, Gu Y, Sun Y. Multi-object detection at night for traffic investigations based on improved SSD framework. Heliyon. 8: e11570. PMID 36439720 DOI: 10.1016/j.heliyon.2022.e11570  0.215
2017 Li R, Mi N, Riedewald M, Sun Y, Yao Y. A Case for Abstract Cost Models for Distributed Execution of Analytics Operators. Big Data Analytics and Knowledge Discovery : 19th International Conference, Dawak 2017, Lyon, France, August 28-31, 2017, Proceedings. Dawak (Conference) (19th : 2017 : Lyon, France). 10440: 149-163. PMID 30547159 DOI: 10.1007/978-3-319-64283-3_11  0.201
2019 Chen X, Chen M, Shi W, Sun Y, Zaniolo C. Embedding Uncertain Knowledge Graphs Proceedings of the Aaai Conference On Artificial Intelligence. 33: 3363-3370. DOI: 10.1609/aaai.v33i01.33013363  0.2
2022 Duan Z, Xu H, Wang Y, Huang Y, Ren A, Xu Z, Sun Y, Wang W. Multivariate time-series classification with hierarchical variational graph pooling. Neural Networks : the Official Journal of the International Neural Network Society. 154: 481-490. PMID 35970026 DOI: 10.1016/j.neunet.2022.07.032  0.186
2023 Wang T, Wang XW, Lee-Sarwar KA, Litonjua AA, Weiss ST, Sun Y, Maslov S, Liu YY. Predicting metabolomic profiles from microbial composition through neural ordinary differential equations. Nature Machine Intelligence. 5: 284-293. PMID 38223254 DOI: 10.1038/s42256-023-00627-3  0.184
2016 Wade AD, Wang K, Sun Y, Gulli A. WSDM Cup 2016 - Entity ranking challenge Wsdm 2016 - Proceedings of the 9th Acm International Conference On Web Search and Data Mining. 593-594. DOI: 10.1145/2835776.2855119  0.151
2023 Liu H, Huang Z, Schoenholz SS, Cubuk ED, Smedskjaer MM, Sun Y, Wang W, Bauchy M. Learning molecular dynamics: predicting the dynamics of glasses by a machine learning simulator. Materials Horizons. PMID 37382413 DOI: 10.1039/d3mh00028a  0.148
2018 Caufield JH, Zhou Y, Garlid AO, Setty SP, Liem DA, Cao Q, Lee JM, Murali S, Spendlove S, Wang W, Zhang L, Sun Y, Bui A, Hermjakob H, Watson KE, et al. A reference set of curated biomedical data and metadata from clinical case reports. Scientific Data. 5: 180258. PMID 31745240 DOI: 10.1038/sdata.2018.258  0.139
2020 Bai Y, Ding H, Gu K, Sun Y, Wang W. Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching Proceedings of the Aaai Conference On Artificial Intelligence. 34: 3219-3226. DOI: 10.1609/AAAI.V34I04.5720  0.128
2024 Fang F, Sun Y. Prediction of systemic lupus erythematosus-related genes based on graph attention network and deep neural network. Computers in Biology and Medicine. 175: 108371. PMID 38691916 DOI: 10.1016/j.compbiomed.2024.108371  0.12
2023 Fan C, Shen M, Nussinov Z, Liu Z, Sun Y, Liu YY. Searching for spin glass ground states through deep reinforcement learning. Nature Communications. 14: 725. PMID 36759516 DOI: 10.1038/s41467-023-36363-w  0.104
2014 Zhang B, Huang H, Pan X, Ji H, Knight K, Wen Z, Sun Y, Han J, Yener B. Be appropriate and funny: Automatic entity morph encoding 52nd Annual Meeting of the Association For Computational Linguistics, Acl 2014 - Proceedings of the Conference. 2: 706-711.  0.088
2012 Deng S, Sun Y, Sakurai A. Robustness test of genetic algorithm on generating rules for currency trading Procedia Computer Science. 13: 86-98. DOI: 10.1016/j.procs.2012.09.117  0.071
2015 Zhang B, Huang H, Pan X, Li S, Lin CY, Ji H, Knight K, Wen Z, Sun Y, Han J, Yener B. Context-Aware entity morph decoding Acl-Ijcnlp 2015 - 53rd Annual Meeting of the Association For Computational Linguistics and the 7th International Joint Conference On Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. 1: 586-595.  0.056
2024 Zhang C, Sun Y, Wen J, Xu B, Zhu W, Zhang H, Liu X, LiChu L, Zheng H. Effects of chronic cold stress on tissue structure, antioxidant response, and key gene expression in the warm-water bivalve Chlamys nobilis. Comparative Biochemistry and Physiology. Part D, Genomics & Proteomics. 50: 101225. PMID 38479276 DOI: 10.1016/j.cbd.2024.101225  0.056
2024 Wang C, Qiao J, Liu S, Piao S, Zhou Y, Hu Y, Wan C, Sun Y, Ning H, Chen L, Zhang H, Hu R, Wang H, Wang W, Zhao L, et al. Selenium in the treatment of mild-to-moderate Graves' orbitopathy: a 5-year prospective controlled cohort study. Endocrine. PMID 38200401 DOI: 10.1007/s12020-023-03672-5  0.055
2021 Cornelison BR, Al-Mohaish S, Sun Y, Edwards CJ. Accuracy of Google Translate in translating the directions and counseling points for top-selling drugs from English to Arabic, Chinese, and Spanish. American Journal of Health-System Pharmacy : Ajhp : Official Journal of the American Society of Health-System Pharmacists. PMID 34048533 DOI: 10.1093/ajhp/zxab224  0.053
2022 Sun Y, Chen H, Chen W, Zhong Q, Zhang M, Shen Y. Effects of Ultrasound Combined with Preheating Treatment to Improve the Thermal Stability of Coconut Milk by Modifying the Physicochemical Properties of Coconut Protein. Foods (Basel, Switzerland). 11. PMID 35407129 DOI: 10.3390/foods11071042  0.05
2014 Liu NN, Liu L, Li J, Sun YZ. Prevalence of and risk factors for dry eye symptom in mainland china: a systematic review and meta-analysis. Journal of Ophthalmology. 2014: 748654. PMID 25386359 DOI: 10.1155/2014/748654  0.048
2023 Fan C, Shen M, Nussinov Z, Liu Z, Sun Y, Liu YY. Reply to: Deep reinforced learning heuristic tested on spin-glass ground states: The larger picture. Nature Communications. 14: 5659. PMID 37709759 DOI: 10.1038/s41467-023-41108-w  0.041
2017 Xu H, Wang H, Guan J, Yi H, Qian Y, Zou J, Xia Y, Fu Y, Li X, Jiao X, Huang H, Dong P, Yu Z, Yang J, Xiang M, ... ... Sun Y, et al. Effects of continuous positive airway pressure on neurocognitive architecture and function in patients with obstructive sleep apnoea: study protocol for a multicentre randomised controlled trial. Bmj Open. 7: e014932. PMID 28550021 DOI: 10.1136/bmjopen-2016-014932  0.032
2021 Zhang D, Sun Y, Lian L, Hu B, Zhang H, Zou Q, Huang D, Ren D. Long-term Surgical Outcomes after Resection of Presacral Tumours and Risk Factors Associated with Recurrence. Colorectal Disease : the Official Journal of the Association of Coloproctology of Great Britain and Ireland. PMID 33900009 DOI: 10.1111/codi.15691  0.031
2011 Liu L, Liu LM, Hu YD, Chen K, Feng H, Sun YZ, Chen L. Epidemic studies of diabetic retinopathy in China-a review. International Journal of Ophthalmology. 4: 670-2. PMID 22553741 DOI: 10.3980/j.issn.2222-3959.2011.06.18  0.026
2019 Zhou Y, Liu Y, Chen J, Sun YZ, Li LH, Chen L. Inhibition of β-elemene on the expressions of HIF-lα, VEGF and iNOS in diabetic rats model. International Journal of Ophthalmology. 12: 1693-1698. PMID 31741856 DOI: 10.18240/ijo.2019.11.05  0.025
2015 Collins S, Sun Y, Kosinski M, Stillwell D, Markuzon N. Are you satisfied with life?: Predicting satisfaction with life from facebook Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9021: 24-33. DOI: 10.1007/978-3-319-16268-3_3  0.023
2014 Liu N, Sun Y, Zhao N, Chen L. Role of hypoxia-inducible factor-1α and survivin in oxygen-induced retinopathy in mice. International Journal of Clinical and Experimental Pathology. 7: 6814-9. PMID 25400763  0.022
2022 Chen J, Sun Y, Chen L, Zhou Y. NADH-Cytochrome B5 reductase 2 suppresses retinal vascular dysfunction through regulation of vascular endothelial growth factor A in diabetic retinopathy. Experimental Eye Research. 109186. PMID 35820466 DOI: 10.1016/j.exer.2022.109186  0.022
2015 Chodpathumwan Y, Aleyasen A, Termehchy A, Sun Y. Universal-DB Proceedings of the Vldb Endowment. 8: 2016-2019. DOI: 10.14778/2824032.2824125  0.013
2015 Liu NN, Sun YZ, Zhao N, Chen L. Rofecoxib inhibits retinal neovascularization via down regulation of cyclooxygenase-2 and vascular endothelial growth factor expression. Clinical & Experimental Ophthalmology. 43: 458-65. PMID 25472856 DOI: 10.1111/ceo.12473  0.012
2017 Sun YZ, Cai N, Liu NN. Celecoxib Down-Regulates the Hypoxia-Induced Expression of HIF-1α and VEGF Through the PI3K/AKT Pathway in Retinal Pigment Epithelial Cells. Cellular Physiology and Biochemistry : International Journal of Experimental Cellular Physiology, Biochemistry, and Pharmacology. 44: 1640-1650. PMID 29216640 DOI: 10.1159/000485764  0.01
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