Hung Q. Ngo

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 57

Top Venues

CoRR

PODS

ACM Trans. Database Syst.

ICDT

Publications

Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
PANDA: Query Evaluation in Submodular Width. CoRR (2024)
Sungjin Im, Benjamin Moseley, Hung Q. Ngo, Kirk Pruhs
On the Convergence Rate of Linear Datalog ^∘ over Stable Semirings. ICDT (2024)
Amir Shaikhha, Dan Suciu, Maximilian Schleich, Hung Q. Ngo
Optimizing Nested Recursive Queries. Proc. ACM Manag. Data 2 (1) (2024)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Convergence of datalog over (Pre-) Semirings. J. ACM 71 (2) (2024)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Convergence of Datalog over (Pre-) Semirings. SIGMOD Rec. 52 (1) (2023)
Sungjin Im, Benjamin Moseley, Hung Q. Ngo, Kirk Pruhs
Polynomial Time Convergence of the Iterative Evaluation of Datalogo Programs. CoRR (2023)
Sungjin Im, Benjamin Moseley, Hung Q. Ngo, Kirk Pruhs
On the Convergence Rate of Linear Datalogo over Stable Semirings. CoRR (2023)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Datalog in Wonderland. SIGMOD Rec. 51 (2) (2022)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Convergence of Datalog over (Pre-) Semirings. PODS (2022)
Yisu Remy Wang, Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu
Optimizing Recursive Queries with Program Synthesis. CoRR (2022)
Sungjin Im, Benjamin Moseley, Hung Q. Ngo, Kirk Pruhs, Alireza Samadian
Optimizing Polymatroid Functions. CoRR (2022)
Yisu Remy Wang, Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu
Optimizing Recursive Queries with Progam Synthesis. SIGMOD Conference (2022)
Hung Q. Ngo
On an Information Theoretic Approach to Cardinality Estimation (Invited Talk). ICDT (2022)
Mahmoud Abo Khamis, Ryan R. Curtin, Sungjin Im, Benjamin Moseley, Hung Q. Ngo, Kirk Pruhs, Alireza Samadian
An Approximation Algorithm for the Matrix Tree Multiplication Problem. MFCS (2021)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Bag Query Containment and Information Theory. ACM Trans. Database Syst. 46 (3) (2021)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Convergence of Datalog over (Pre-) Semirings. CoRR (2021)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Decision Problems in Information Theory. CoRR (2020)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Maintaining Triangle Queries under Updates. ACM Trans. Database Syst. 45 (3) (2020)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Decision Problems in Information Theory. ICALP (2020)
Shikha Singh, Sergey Madaminov, Michael A. Bender, Michael Ferdman, Ryan Johnson, Benjamin Moseley, Hung Q. Ngo, Dung Nguyen, Soeren Olesen, Kurt Stirewalt, Geoffrey Washburn
A Scheduling Approach to Incremental Maintenance of Datalog Programs. IPDPS (2020)
Ryan R. Curtin, Benjamin Moseley, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
Rk-means: Fast Clustering for Relational Data. AISTATS (2020)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Bag Query Containment and Information Theory. PODS (2020)
Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
Learning Models over Relational Data Using Sparse Tensors and Functional Dependencies. ACM Trans. Database Syst. 45 (2) (2020)
Mahmoud Abo Khamis, Ryan R. Curtin, Benjamin Moseley, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
Functional Aggregate Queries with Additive Inequalities. ACM Trans. Database Syst. 45 (4) (2020)
Ahmet Kara, Milos Nikolic, Hung Q. Ngo, Dan Olteanu, Haozhe Zhang
Maintaining Triangle Queries under Updates. CoRR (2020)
Maximilian Schleich, Dan Olteanu, Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen
Learning Models over Relational Data: A Brief Tutorial. CoRR (2019)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Counting Triangles under Updates in Worst-Case Optimal Time. ICDT (2019)
Ryan R. Curtin, Benjamin Moseley, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
Rk-means: Fast Clustering for Relational Data. CoRR (2019)
Maximilian Schleich, Dan Olteanu, Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen
A Layered Aggregate Engine for Analytics Workloads. SIGMOD Conference (2019)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Olteanu, Dan Suciu
Boolean Tensor Decomposition for Conjunctive Queries with Negation. ICDT (2019)
Mahmoud Abo Khamis, Ryan R. Curtin, Benjamin Moseley, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
On Functional Aggregate Queries with Additive Inequalities. PODS (2019)
Maximilian Schleich, Dan Olteanu, Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen
Learning Models over Relational Data: A Brief Tutorial. SUM (2019)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Bag Query Containment and Information Theory. CoRR (2019)
Maximilian Schleich, Dan Olteanu, Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen
A Layered Aggregate Engine for Analytics Workloads. CoRR (2019)
Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
AC/DC: In-Database Learning Thunderstruck. DEEM@SIGMOD (2018)
Hung Q. Ngo
Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems. PODS (2018)
Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
AC/DC: In-Database Learning Thunderstruck. CoRR (2018)
Mahmoud Abo Khamis, Ryan R. Curtin, Benjamin Moseley, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
On Functional Aggregate Queries with Additive Inequalities. CoRR (2018)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Counting Triangles under Updates. AMW (2018)
Hung Q. Ngo
Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems. CoRR (2018)
Vishrawas Gopalakrishnan, Kishlay Jha, Guangxu Xun, Hung Q. Ngo, Aidong Zhang
Towards self-learning based hypotheses generation in biomedical text domain. Bioinform. 34 (12) (2018)
Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
In-Database Learning with Sparse Tensors. PODS (2018)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Counting Triangles under Updates in Worst-Case Optimal Time. CoRR (2018)
Hung Q. Ngo, Ely Porat, Christopher Ré, Atri Rudra
Worst-case Optimal Join Algorithms. J. ACM 65 (3) (2018)
Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
In-Database Factorized Learning. AMW (2017)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Olteanu, Dan Suciu
Boolean Tensor Decomposition for Conjunctive Queries with Negation. CoRR (2017)
Mahmoud Abo Khamis, Hung Q. Ngo, Atri Rudra
Juggling Functions Inside a Database. CoRR (2017)
Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich
In-Database Learning with Sparse Tensors. CoRR (2017)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
What Do Shannon-type Inequalities, Submodular Width, and Disjunctive Datalog Have to Do with One Another? PODS (2017)
Mahmoud Abo Khamis, Hung Q. Ngo, Atri Rudra
Juggling Functions Inside a Database. SIGMOD Rec. 46 (1) (2017)
Mahmoud Abo Khamis, Hung Q. Ngo, Atri Rudra
FAQ: Questions Asked Frequently. PODS (2016)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
What do Shannon-type inequalities, submodular width, and disjunctive datalog have to do with one another? CoRR (2016)
Devansh Arpit, Yingbo Zhou, Hung Q. Ngo, Venu Govindaraju
Why Regularized Auto-Encoders learn Sparse Representation? ICML (2016)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
Computing Join Queries with Functional Dependencies. CoRR (2016)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
Computing Join Queries with Functional Dependencies. PODS (2016)
Mahmoud Abo Khamis, Hung Q. Ngo, Christopher Ré, Atri Rudra
Joins via Geometric Resolutions: Worst Case and Beyond. ACM Trans. Database Syst. 41 (4) (2016)
Devansh Arpit, Hung Q. Ngo, Yingbo Zhou, Nils Napp, Venu Govindaraju
Towards Optimality Conditions for Non-Linear Networks. CoRR (2016)
Mahmoud Abo Khamis, Hung Q. Ngo, Atri Rudra
FAQ: Questions Asked Frequently. CoRR (2015)
Dung T. Nguyen, Molham Aref, Martin Bravenboer, George Kollias, Hung Q. Ngo, Christopher Ré, Atri Rudra
Join Processing for Graph Patterns: An Old Dog with New Tricks. GRADES@SIGMOD/PODS (2015)
Devansh Arpit, Yingbo Zhou, Hung Q. Ngo, Venu Govindaraju
Why Regularized Auto-Encoders learn Sparse Representation? CoRR (2015)
Dung T. Nguyen, Molham Aref, Martin Bravenboer, George Kollias, Hung Q. Ngo, Christopher Ré, Atri Rudra
Join Processing for Graph Patterns: An Old Dog with New Tricks. CoRR (2015)
Mahmoud Abo Khamis, Hung Q. Ngo, Christopher Ré, Atri Rudra
Joins via Geometric Resolutions: Worst-case and Beyond. PODS (2015)
Yingbo Zhou, Utkarsh Porwal, Ce Zhang, Hung Q. Ngo, Long Nguyen, Christopher Ré, Venu Govindaraju
Parallel Feature Selection Inspired by Group Testing. NIPS (2014)
Mahmoud Abo Khamis, Hung Q. Ngo, Christopher Ré, Atri Rudra
Joins via Geometric Resolutions: Worst-case and Beyond. CoRR (2014)
Mahmoud Abo Khamis, Anna C. Gilbert, Hung Q. Ngo, Atri Rudra
Sparse Approximation, List Decoding, and Uncertainty Principles. CoRR (2014)
Nikhil Londhe, Vishrawas Gopalakrishnan, Aidong Zhang, Hung Q. Ngo, Rohini K. Srihari
Matching Titles with Cross Title Web-Search Enrichment and Community Detection. Proc. VLDB Endow. 7 (12) (2014)
Hung Q. Ngo, Dung T. Nguyen, Christopher Ré, Atri Rudra
Beyond worst-case analysis for joins with minesweeper. PODS (2014)
Long H. Pham, Giang V. Trinh, Mai H. Dinh, Nam P. Mai, Tho T. Quan, Hung Q. Ngo
Assisting Students in Finding Bugs and their Locations in Programming Solutions. Int. J. Qual. Assur. Eng. Technol. Educ. 3 (2) (2014)
Liang Ge, Jing Gao, Hung Q. Ngo, Kang Li, Aidong Zhang
On handling negative transfer and imbalanced distributions in multiple source transfer learning. Stat. Anal. Data Min. 7 (4) (2014)
Denisa Duma, Mary Wootters, Anna C. Gilbert, Hung Q. Ngo, Atri Rudra, Matthew Alpert, Timothy J. Close, Gianfranco Ciardo, Stefano Lonardi
Accurate Decoding of Pooled Sequenced Data Using Compressed Sensing. WABI (2013)
Hung Q. Ngo, Dung T. Nguyen, Christopher Ré, Atri Rudra
Towards Instance Optimal Join Algorithms for Data in Indexes CoRR (2013)
Hung Q. Ngo, Christopher Ré, Atri Rudra
Skew Strikes Back: New Developments in the Theory of Join Algorithms. CoRR (2013)
Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss
ℓ2/ℓ2-Foreach Sparse Recovery with Low Risk. ICALP (1) (2013)
Jing Gao, Liang Ge, Kang Li, Hung Q. Ngo, Aidong Zhang
On Handling Negative Transfer and Imbalanced Distributions in Multiple Source Transfer Learning. SDM (2013)
Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss
L2/L2-foreach sparse recovery with low risk CoRR (2013)
Hung Q. Ngo, Duong Hieu Phan, David Pointcheval
Black-Box Trace&Revoke Codes. Algorithmica 67 (3) (2013)
Hung Q. Ngo, Christopher Ré, Atri Rudra
Skew strikes back: new developments in the theory of join algorithms. SIGMOD Rec. 42 (4) (2013)
Hung Q. Ngo, Ely Porat, Christopher Ré, Atri Rudra
Worst-case optimal join algorithms: [extended abstract]. PODS (2012)
Hung Q. Ngo, Ely Porat, Christopher Ré, Atri Rudra
Worst-case Optimal Join Algorithms CoRR (2012)
Hung Q. Ngo, Atri Rudra, Anh N. Le, Thanh-Nhan Nguyen
Analyzing Nonblocking Switching Networks using Linear Programming (Duality) CoRR (2012)
Yang Wang, Hung Q. Ngo, Thanh-Nhan Nguyen
Constructions of given-depth and optimal multirate rearrangeably nonblocking distributors. J. Comb. Optim. 24 (4) (2012)
Hung Q. Ngo, Ely Porat, Atri Rudra
Efficiently Decodable Compressed Sensing by List-Recoverable Codes and Recursion. STACS (2012)
Enlong Che, Hoang Duong Tuan, Ha Hoang Kha, Hung Q. Ngo
Bregman divergence based sensor selections for spectrum sensing. WCNC (2012)
Hung Q. Ngo, Anh Le, Yang Wang
-ary multilog networks under general crosstalk constraints. J. Comb. Optim. 21 (1) (2011)
Hung Q. Ngo, Ely Porat, Atri Rudra
Efficiently Decodable Error-Correcting List Disjunct Matrices and Applications - (Extended Abstract). ICALP (1) (2011)
Arunabha Sen, Sujogya Banerjee, Pavel Ghosh, Sudheendra Murthy, Hung Q. Ngo
Brief announcement: on regenerator placement problems in optical networks. SPAA (2010)
Hung Q. Ngo, Atri Rudra, Anh N. Le, Thanh-Nhan Nguyen
Analyzing Nonblocking Switching Networks using Linear Programming (Duality). INFOCOM (2010)
Sunu Mathew, Michalis Petropoulos, Hung Q. Ngo, Shambhu J. Upadhyaya
A Data-Centric Approach to Insider Attack Detection in Database Systems. RAID (2010)
Piotr Indyk, Hung Q. Ngo, Atri Rudra
Efficiently Decodable Non-adaptive Group Testing. SODA (2010)
Hung Q. Ngo, Thanh-Nhan Nguyen, Dahai Xu
Hardness and Approximation of the Survivable Multi-Level Fat Tree Problem. INFOCOM (2009)
Seokhoon Yoon, Duc T. Ha, Hung Q. Ngo, Chunming Qiao
MoPADS: A Mobility Profile Aided File Downloading Service in Vehicular Networks. IEEE Trans. Veh. Technol. 58 (9) (2009)
Duc T. Ha, Guanhua Yan, Stephan J. Eidenbenz, Hung Q. Ngo
On the effectiveness of structural detection and defense against P2P-based botnets. DSN (2009)
Duc T. Ha, Hung Q. Ngo
On the trade-off between speed and resiliency of Flash worms and similar malcodes. J. Comput. Virol. 5 (4) (2009)
Hung Q. Ngo, Yang Wang, Dazhen Pan
Rearrangeable and nonblocking [w, f] -distributors. IEEE/ACM Trans. Netw. 17 (3) (2009)
Hung Q. Ngo, Thanh-Nhan Nguyen, Duc T. Ha
Analyzing Nonblocking Multilog Networks with the köNIG-Egevarý Theorem. Discret. Math. Algorithms Appl. 1 (1) (2009)
Hung Q. Ngo
On a hyperplane arrangement problem and tighter analysis of an error-tolerant pooling design. J. Comb. Optim. 15 (1) (2008)
Yang Wang, Hung Q. Ngo, Xiaohong Jiang
Strictly Nonblocking Function-Cast d-Ary Multi-Log Networks under Fanout and Crosstalk Constraints. ICC (2008)
Thanh-Nhan Nguyen, Hung Q. Ngo, Yang Wang
Strictly Nonblocking f-Cast Photonic Switching Networks under General Crosstalk Constraints. GLOBECOM (2008)
Duc T. Ha, Hung Q. Ngo, Madhusudhanan Chandrasekaran
CRESTBOT: A New Family of Resilient Botnets. GLOBECOM (2008)
Hung Q. Ngo, Yang Wang, Anh Le
A Linear Programming Duality Approach to Analyzing Strictly Nonblocking d-ary Multilog Networks under General Crosstalk Constraints. COCOON (2008)

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Publication Activity (10 Years)

Top Topics

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Hung Q. Ngo