Yizhou Sun

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Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
Wei WangLeonard Kleinrock Professor in Computer Science, UCLAVerified email at cs.ucla.edu
Ziniu HuCalifornia Institute of TechnologyVerified email at caltech.edu
Ting ChenxAIVerified email at google.com
Yunsheng BaiUniversity of California, Los AngelesVerified email at g.ucla.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Xiao YuRoblox, Ex-GooglerVerified email at roblox.com
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
Xifeng YanProfessor, Computer Science, Univ. of California at Santa BarbaraVerified email at cs.ucsb.edu
Manish GuptaBing, MicrosoftVerified email at microsoft.com
Jing GaoAssociate Professor, Elmore Family School of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Sean (Xiang) RenViterbi Early Career Chair & Associate Professor, University of Southern CaliforniaVerified email at usc.edu
Quanquan GuAssociate Professor of Computer Science, UCLAVerified email at cs.ucla.edu
Charu AggarwalDistinguished Research Staff Member, IBM T. J. Watson Research CenterVerified email at us.ibm.com
Yuxiao DongCS, Tsinghua UniversityVerified email at tsinghua.edu.cn
Hongzhi YinProfessor and ARC Future Fellow, University of QueenslandVerified email at uq.edu.au
Yintao YuUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Nitesh V Chawla, Fellow: ACM, IEEE,...Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DameVerified email at nd.edu
Peixiang ZhaoFlorida State UniversityVerified email at cs.fsu.edu
Hao DingSenior Applied Scientist and Manager, AWS AIVerified email at amazon.com

Yizhou Sun

Professor, Computer Science, UCLA

Verified email at cs.ucla.edu - Homepage

Information Networks Knowledge Graphs Graph Neural Networks Data Mining Machine Learning


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3D-CHESS: Decentralized, Distributed, Dynamic, and Context-aware Heterogeneous Sensor Systems CH David, V Ravindra, S Nag, A Mehta, Y Sun, A Viros Martin, ... Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space …, 2022		2022
A Case for Abstract Cost Models for Distributed Execution of Analytics Operators R Li, N Mi, M Riedewald, Y Sun, Y Yao	2	2017
A Comprehensive Typing System for Information Extraction from Clinical Narratives JH Caufield, Y Zhou, Y Bai, DA Liem, AO Garlid, KW Chang, Y Sun, ... medRxiv, 19009118, 2019	8	2019
A comprehensive typing system for information extraction from clinical narratives. medRxiv JH Caufield, Y Zhou, Y Bai, DA Liem, AO Garlid, KW Chang, Y Sun, ...	5	2019
A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models J Gao, F Liang, W Fan, Y Sun, J Han Knowledge and Data Engineering, IEEE Transactions on 25 (1), 15-28, 2013	202*	2013
A Primer on Deep Learning for Causal Inference B Koch, T Sainburg, P Geraldo, S Jiang, Y Sun, JG Foster arXiv preprint arXiv:2110.04442, 2021		2021
A reference set of curated biomedical data and metadata from clinical case reports JH Caufield, Y Zhou, AO Garlid, SP Setty, DA Liem, Q Cao, JM Lee, ... Scientific data 5 (1), 1-18, 2018	33	2018
A Semantic-Rich Similarity in Heterogeneous Information Networks Y Zhou, J Huang, H Sun, Y Sun, H Cheng arXiv preprint arXiv:1801.00783, 2018		2018
A Single Vector Is Not Enough: Taxonomy Expansion via Box Embeddings S Jiang, Q Yao, Q Wang, Y Sun Proceedings of the ACM Web Conference 2023, 2467-2476, 2023	7	2023
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	1147	2017
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware S Zhang, A Sohrabizadeh, C Wan, Z Huang, Z Hu, Y Wang, J Cong, ... arXiv preprint arXiv:2306.14052, 2023	15	2023
Abstract cost models for distributed data-intensive computations R Li, N Mi, M Riedewald, Y Sun, Y Yao Distributed and Parallel Databases 37 (3), 411-439, 2019	2	2019
Amazon-m2: A multilingual multi-locale shopping session dataset for recommendation and text generation W Jin, H Mao, Z Li, H Jiang, C Luo, H Wen, H Han, H Lu, Z Wang, R Li, ... Advances in Neural Information Processing Systems 36, 2024	21	2024
Apollo: Towards factfinding in participatory sensing HK Le, J Pasternack, H Ahmadi, M Gupta, Y Sun, T Abdelzaher, J Han, ... Proceedings of the 10th ACM/IEEE International Conference on Information …, 2011	30	2011
Are powerful graph neural nets necessary T Chen, S Bian, Y Sun A dissection on graph classification. CoRR, abs/1905.04579, 2019	15	2019
Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification T Chen, S Bian, Y Sun arXiv preprint arXiv:1905.04579, 2019	87	2019
Are you satisfied with life?: Predicting satisfaction with life from facebook S Collins, Y Sun, M Kosinski, D Stillwell, N Markuzon Social Computing, Behavioral-Cultural Modeling, and Prediction: 8th …, 2015	28	2015
Automated Accelerator Optimization Aided by Graph Neural Networks A Sohrabizadeh, Y Bai, Y Sun, J Cong Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022	26	2022
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent Z Hu, A Iscen, C Sun, KW Chang, Y Sun, DA Ross, C Schmid, A Fathi Thirty-seventh Conference on Neural Information Processing Systems, 2023	37	2023
Be Appropriate and Funny: Automatic Entity Morph Encoding B Zhang, H Huang, X Pan, H Ji, K Knight, Z Wen, Y Sun, J Han, B Yener Proc. of 2014 Annual Meeting of the Association for Computational …, 2014	25	2014

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