Hung Q. Ngo

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Mahmoud Abo KhamisRelationalAI (mahmoud.abokhamis@relational.ai)Verified email at relational.ai
Atri RudraKatherine Johnson Chair in AI, Professor, CSE, University at BuffaloVerified email at buffalo.edu
Ding-Zhu DuProfessor of Computer Science, University of Texas at DallasVerified email at utdallas.edu
Dan OlteanuProfessor of Computer Science, University of ZurichVerified email at ifi.uzh.ch
Chunming QiaoComputer Science and EngineeringVerified email at buffalo.edu
Christopher RéComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Dan SuciuUniversity of WashingtonVerified email at cs.washington.edu
XuanLong NguyenUniversity of MichiganVerified email at umich.edu
Maximilian SchleichUniversity of WashingtonVerified email at cs.washington.edu
Shambhu UpadhyayaProfessor of Computer Science and Engineering, University at BuffaloVerified email at buffalo.edu
Jaideep SrivastavaProfessor, University of MinnesotaVerified email at umn.edu
Srivatsan VaradarajanTechnical Engineering Fellow, Advanced Technology, Honeywell AerospaceVerified email at honeywell.com
Yingbo ZhouSenior Research Director, Salesforce ResearchVerified email at salesforce.com
Venu GovindarajuSUNY Distinguished Professor, State University of New York, BuffaloVerified email at buffalo.edu
Dung T NguyenUniversity at BuffaloVerified email at buffalo.edu
Aidong Zhang, Fellow of ACM, IEEE, a...Thomas M. Linville Professor of Computer Science, University of VirginiaVerified email at virginia.edu
Michalis PetropoulosDatabricksVerified email at databricks.com
Xiuzhen ChengSchool of Computer Science and Technology, Shandong UniversityVerified email at sdu.edu.cn
Piotr IndykProfessor of Electrical Engineering and Computer Science, MITVerified email at mit.edu
Jing GaoAssociate Professor, Elmore Family School of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu

Hung Q. Ngo

RelationalAI

Verified email at relational.ai - Homepage

Query Optimization Declarative computations


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Worst-case optimal join algorithms HQ Ngo, E Porat, C Ré, A Rudra Journal of the ACM (JACM) 65 (3), 1-40, 2018	428	2018
Skew strikes back: new developments in the theory of join algorithms HQ Ngo, C Ré, A Rudra Acm Sigmod Record 42 (4), 5-16, 2014	318	2014
A data-centric approach to insider attack detection in database systems S Mathew, M Petropoulos, HQ Ngo, S Upadhyaya Recent Advances in Intrusion Detection: 13th International Symposium, RAID …, 2010	238	2010
FAQ: Questions Asked Frequently MA Khamis, HQ Ngo, A Rudra arXiv preprint arXiv:1504.04044, 2015	232*	2015
Towards a theory of insider threat assessment R Chinchani, A Iyer, HQ Ngo, S Upadhyaya 2005 International Conference on Dependable Systems and Networks (DSN'05 …, 2005	231	2005
A survey on combinatorial group testing algorithms with applications to DNA library screening HQ Ngo, DZ Du	216	2000
Efficiently decodable non-adaptive group testing P Indyk, HQ Ngo, A Rudra Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010	175	2010
On handling negative transfer and imbalanced distributions in multiple source transfer learning L Ge, J Gao, H Ngo, K Li, A Zhang Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (4 …, 2014	160	2014
What do Shannon-type inequalities, submodular width, and disjunctive datalog have to do with one another? M Abo Khamis, HQ Ngo, D Suciu Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2017	104	2017
On profiling mobility and predicting locations of wireless users J Ghosh, MJ Beal, HQ Ngo, C Qiao Proceedings of the 2nd international workshop on Multi-hop ad hoc networks …, 2006	99	2006
New constructions of non-adaptive and error-tolerance pooling designs HQ Ngo, DZ Du Discrete Mathematics 243 (1-3), 161-170, 2002	98	2002
Joins via geometric resolutions: Worst case and beyond MA Khamis, HQ Ngo, C Ré, A Rudra ACM Transactions on Database Systems (TODS) 41 (4), 1-45, 2016	96	2016
On a routing problem within probabilistic graphs and its application to intermittently connected networks J Ghosh, HQ Ngo, S Yoon, C Qiao IEEE INFOCOM 2007-26th IEEE International Conference on Computer …, 2007	96	2007
Why regularized auto-encoders learn sparse representation? D Arpit, Y Zhou, H Ngo, V Govindaraju International Conference on Machine Learning, 136-144, 2016	93	2016
Efficiently decodable error-correcting list disjunct matrices and applications HQ Ngo, E Porat, A Rudra Automata, Languages and Programming: 38th International Colloquium, ICALP …, 2011	89	2011
In-database learning with sparse tensors M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2018	84	2018
Join processing for graph patterns: An old dog with new tricks D Nguyen, M Aref, M Bravenboer, G Kollias, HQ Ngo, C Ré, A Rudra Proceedings of the GRADES'15, 1-8, 2015	82	2015
Worst-case optimal join algorithms: Techniques, results, and open problems HQ Ngo Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2018	80	2018
A layered aggregate engine for analytics workloads M Schleich, D Olteanu, M Abo Khamis, HQ Ngo, XL Nguyen Proceedings of the 2019 International Conference on Management of Data, 1642 …, 2019	77	2019
CQMP: a mesh-based multicast routing protocol with consolidated query packets H Dhillon, HQ Ngo IEEE Wireless Communications and Networking Conference, 2005 4, 2168-2174, 2005	77	2005

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