Hung Q. Ngo

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Papers134 papers

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Decision Problems in Information Theory

Khamis Mahmoud Abo, Kolaitis Phokion G.,Ngo Hung Q.,Suciu Dan

ICALP, (2020)

EIBibtex

Maintaining Triangle Queries under Updates

Kara Ahmet, Nikolic Milos,Ngo Hung Q.,Olteanu Dan, Zhang Haozhe

ACM Trans. Database Syst., no. 3 (2020)

EIBibtex

Learning Models over Relational Data Using Sparse Tensors and Functional Dependencies

Mahmoud Abo Khamis,Hung Q. Ngo,XuanLong Nguyen,Dan Olteanu, Maximilian Schleich

ACM Trans. Database Syst., no. 2 (2020): 1-66

EIBibtex

A Scheduling Approach to Incremental Maintenance of Datalog Programs

Shikha Singh, Sergey Madaminov, Geoffrey Washburn, Ryan Johnson,Hung Ngo, Dung Nguyen, Soeren Olesen, Kurt Stirewalt,Michael A. Bender,Michael Ferdman,Benjamin Moseley.

international parallel and distributed processing symposium, (2020)

Bibtex

On Functional Aggregate Queries with Additive Inequalities

Mahmoud Abo Khamis,Ryan R. Curtin,Benjamin Moseley,Hung Q. Ngo,XuanLong Nguyen,Dan Olteanu,Maximilian Schleich

Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, (2019)

Cited by2EIBibtex

Boolean Tensor Decomposition for Conjunctive Queries with Negation

Mahmoud Abo Khamis,Hung Q. Ngo,Dan Olteanu,Dan Suciu

international conference on database theory, (2019)

Cited by11EIBibtex

Counting Triangles under Updates in Worst-Case Optimal Time

Ahmet Kara,Hung Q. Ngo, Miklos Nikolic, Dan Olteanu, Haozhe Zhang

international conference on database theory, (2019)

Cited by12EIBibtex

Learning Models over Relational Data - A Brief Tutorial

Maximilian Schleich,Dan Olteanu,Mahmoud Abo Khamis,Hung Q. Ngo,XuanLong Nguyen

SUM, pp.423-432, (2019)

EIBibtex

Bag Query Containment and Information Theory

Mahmoud Abo Khamis,Phokion G. Kolaitis,Hung Q. Ngo,Dan Suciu

SIGMOD/PODS '20: International Conference on Management of Data Portland OR ..., (2019): 95-112

Cited by3EIBibtex

A Layered Aggregate Engine for Analytics Workloads

Maximilian Schleich, Dan Olteanu,Mahmoud Abo Khamis,Hung Q. Ngo,XuanLong Nguyen

Proceedings of the 2019 International Conference on Management of Data, (2019): 1642-1659

Cited by10EIBibtex

Rk-means: Fast Clustering for Relational Data

Curtin Ryan,Moseley Ben,Ngo Hung Q.,Nguyen XuanLong,Olteanu Dan,Schleich Maximilian

AISTATS, pp.2742-2752, (2019)

EIBibtex

On Optimality Conditions for Auto-Encoder Signal Recovery

Devansh Arpit,Yingbo Zhou,Hung Q. Ngo, Nils Napp,Venu Govindaraju

arXiv: Machine Learning, (2018)

Bibtex

Counting Triangles under Updates

Ahmet Kara,Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang

AMW, (2018)

EIBibtex

Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems

Hung Q. Ngo

SIGMOD/PODS '18: International Conference on Management of Data Houston TX U..., (2018): 111-124

Cited by16EIBibtex

In-Database Learning with Sparse Tensors

Mahmoud Abo Khamis,Hung Q. Ngo,XuanLong Nguyen,Dan Olteanu,Maximilian Schleich

SIGMOD/PODS '18: International Conference on Management of Data Houston TX U..., (2018): 325-340

Cited by31EIBibtex

Learning Models over Relational Data using Sparse Tensors and Functional Dependencies

Mahmoud Abo Khamis,Hung Q. Ngo,XuanLong Nguyen,Dan Olteanu, Maximilian Schleich

arXiv: Databases, (2018)

Bibtex

Worst-case Optimal Join Algorithms

Hung Q. Ngo,Ely Porat,Christopher Ré,Atri Rudra

Journal of the ACM, no. 3 (2018): 1-40

Cited by173EIBibtex

AC/DC: In-Database Learning Thunderstruck

Mahmoud Abo Khamis,Hung Q. Ngo,XuanLong Nguyen, Dan Olteanu,Maximilian Schleich

SIGMOD/PODS '18: International Conference on Management of Data Houston TX U..., (2018): 1-10

Cited by19EIBibtex

Towards Self-Learning Based Hypotheses Generation in Biomedical Text Domain

Vishrawas Gopalakrishnan,Kishlay Jha,Guangxu Xun,Hung Q Ngo,Aidong Zhang

BIOINFORMATICS, no. 12 (2017): 2103-2115

Cited by12WOSEIBibtex

In-Database Factorized Learning

Hung Q. Ngo,XuanLong Nguyen,Dan Olteanu, Maximilian Schleich

AMW, (2017)

Cited by6EIBibtex

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