Dan Suciu

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 135

Top Venues

Publications

Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
PANDA: Query Evaluation in Submodular Width. CoRR (2024)
Antoine Amarilli, Mikaël Monet, Dan Suciu
The Non-Cancelling Intersections Conjecture. CoRR (2024)
Ahmet Kara, Dan Olteanu, Dan Suciu
From Shapley Value to Model Counting and Back. CoRR (2023)
Dan Suciu
Technical Perspective: Accurate Summary-based Cardinality Estimation Through the Lens of Cardinality Estimation Graphs. SIGMOD Rec. 52 (1) (2023)
Kyle Deeds, Dan Suciu, Magda Balazinska, Walter Cai
Degree Sequence Bound for Join Cardinality Estimation. ICDT (2023)
Yisu Remy Wang, Max Willsey, Dan Suciu
Free Join: Unifying Worst-Case Optimal and Traditional Joins. Proc. ACM Manag. Data 1 (2) (2023)
Maximilian Schleich, Amir Shaikhha, Dan Suciu
Optimizing Tensor Programs on Flexible Storage. Proc. ACM Manag. Data 1 (1) (2023)
Mahmoud Abo Khamis, Ahmet Kara, Dan Olteanu, Dan Suciu
Insert-Only versus Insert-Delete in Dynamic Query Evaluation. CoRR (2023)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Convergence of Datalog over (Pre-) Semirings. SIGMOD Rec. 52 (1) (2023)
Moe Kayali, Anton Lykov, Ilias Fountalis, Nikolaos Vasiloglou, Dan Olteanu, Dan Suciu
CHORUS: Foundation Models for Unified Data Discovery and Exploration. CoRR (2023)
Yisu Remy Wang, Max Willsey, Dan Suciu
Free Join: Unifying Worst-Case Optimal and Traditional Joins. CoRR (2023)
Kyle B. Deeds, Dan Suciu, Magdalena Balazinska
SafeBound: A Practical System for Generating Cardinality Bounds. Proc. ACM Manag. Data 1 (1) (2023)
Dan Suciu
Applications of Information Inequalities to Database Theory Problems. LICS (2023)
Dan Suciu
Applications of Information Inequalities to Database Theory Problems. CoRR (2023)
Mahmoud Abo Khamis, Vasileios Nakos, Dan Olteanu, Dan Suciu
Join Size Bounds using Lp-Norms on Degree Sequences. CoRR (2023)
Moe Kayali, Dan Suciu
Quasi-stable Coloring for Graph Compression: Approximating Max-Flow, Linear Programs, and Centrality. CoRR (2022)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Datalog in Wonderland. SIGMOD Rec. 51 (2) (2022)
Maximilian Schleich, Amir Shaikhha, Dan Suciu
Optimizing Tensor Programs on Flexible Storage. CoRR (2022)
Zixuan Geng, Maximilian Schleich, Dan Suciu
Computing Rule-Based Explanations by Leveraging Counterfactuals. Proc. VLDB Endow. 16 (3) (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)
Zixuan Geng, Maximilian Schleich, Dan Suciu
Computing Rule-Based Explanations by Leveraging Counterfactuals. CoRR (2022)
Kyle Deeds, Dan Suciu, Magda Balazinska, Walter Cai
Degree Sequence Bound For Join Cardinality Estimation. CoRR (2022)
Batya Kenig, Dan Suciu
Integrity Constraints Revisited: From Exact to Approximate Implication. Log. Methods Comput. Sci. 18 (1) (2022)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle report on database research. Commun. ACM 65 (8) (2022)
Moe Kayali, Dan Suciu
Quasi-stable Coloring for Graph Compression: Approximating Max-Flow, Linear Programs, and Centrality. Proc. VLDB Endow. 16 (4) (2022)
Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu
On the Tractability of SHAP Explanations. J. Artif. Intell. Res. 74 (2022)
Yisu Remy Wang, Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu
Optimizing Recursive Queries with Progam Synthesis. SIGMOD Conference (2022)
Phokion G. Kolaitis, Andrej E. Romashchenko, Milan Studený, Dan Suciu, Tobias A. Boege
Algorithmic Aspects of Information Theory (Dagstuhl Seminar 22301). Dagstuhl Reports 12 (7) (2022)
Bas Ketsman, Dan Suciu, Yufei Tao
A Near-Optimal Parallel Algorithm for Joining Binary Relations. Log. Methods Comput. Sci. 18 (2) (2022)
Kyle Deeds, Dan Suciu, Magda Balazinska
SafeBound: A Practical System for Generating Cardinality Bounds. CoRR (2022)
Maximilian Schleich, Zixuan Geng, Yihong Zhang, Dan Suciu
GeCo: Quality Counterfactual Explanations in Real Time. Proc. VLDB Endow. 14 (9) (2021)
Virginia Niculescu, Dan Suciu, Darius Bufnea
Agile principles applied in learning contexts. EASEAI@ESEC/SIGSOFT FSE (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)
Dan Suciu
Technical Perspective for: Query Games in Databases. SIGMOD Rec. 50 (1) (2021)
Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu
On the Tractability of SHAP Explanations. AAAI (2021)
Batya Kenig, Dan Suciu
A Dichotomy for the Generalized Model Counting Problem for Unions of Conjunctive Queries. PODS (2021)
Maximilian Schleich, Zixuan Geng, Yihong Zhang, Dan Suciu
GeCo: Quality Counterfactual Explanations in Real Time. CoRR (2021)
Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang
Convergence of Datalog over (Pre-) Semirings. CoRR (2021)
Laurel J. Orr, Magda Balazinska, Dan Suciu
Sample Debiasing in the Themis Open World Database System (Extended Version). CoRR (2020)
Batya Kenig, Pranay Mundra, Guna Prasaad, Babak Salimi, Dan Suciu
Mining Approximate Acyclic Schemes from Relations. SIGMOD Conference (2020)
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
Sample Debiasing in the Themis Open World Database System. SIGMOD Conference (2020)
Leopoldo E. Bertossi, Jordan Li, Maximilian Schleich, Dan Suciu, Zografoula Vagena
Causality-based Explanation of Classification Outcomes. DEEM@SIGMOD (2020)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Decision Problems in Information Theory. CoRR (2020)
Babak Salimi, Harsh Parikh, Moe Kayali, Sudeepa Roy, Lise Getoor, Dan Suciu
Causal Relational Learning. CoRR (2020)
Dan Suciu
Probabilistic Databases for All. PODS (2020)
Yisu Remy Wang, Shana Hutchison, Jonathan Leang, Bill Howe, Dan Suciu
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra. CoRR (2020)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Decision Problems in Information Theory. ICALP (2020)
Batya Kenig, Dan Suciu
A Dichotomy for the Generalized Model Counting Problem for Unions of Conjunctive Queries. CoRR (2020)
Bas Ketsman, Dan Suciu, Yufei Tao
A Near-Optimal Parallel Algorithm for Joining Binary Relations. CoRR (2020)
Batya Kenig, Dan Suciu
Integrity Constraints Revisited: From Exact to Approximate Implication. ICDT (2020)
Laurel J. Orr, Samuel K. Ainsworth, Kevin G. Jamieson, Walter Cai, Magdalena Balazinska, Dan Suciu
Mosaic: A Sample-Based Database System for Open World Query Processing. CIDR (2020)
Yisu Remy Wang, Shana Hutchison, Dan Suciu, Bill Howe, Jonathan Leang
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra. Proc. VLDB Endow. 13 (11) (2020)
Yan Yan, Stephen Meyles, Aria Haghighi, Dan Suciu
Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial Applications. SIGMOD Conference (2020)
Moe Kayali, Babak Salimi, Dan Suciu
Demonstration of Inferring Causality from Relational Databases with CaRL. Proc. VLDB Endow. 13 (12) (2020)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Bag Query Containment and Information Theory. PODS (2020)
Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu
On the Tractability of SHAP Explanations. CoRR (2020)
Babak Salimi, Bill Howe, Dan Suciu
Database Repair Meets Algorithmic Fairness. SIGMOD Rec. 49 (1) (2020)
Guna Prasaad, Alvin Cheung, Dan Suciu
Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning. SIGMOD Conference (2020)
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
EntropyDB: a probabilistic approach to approximate query processing. VLDB J. 29 (1) (2020)
David Maier, Rachel Pottinger, AnHai Doan, Eduard C. Dragut, Bill Howe, Joanne Lateulere, John Lateulere, Mostafa Milani, Tilmann Rabl, Dan Suciu, Yufei Tao, Wang-Chiew Tan, Kristin Tufte
Advice from SIGMOD/PODS 2020. SIGMOD Rec. 49 (3) (2020)
Leopoldo E. Bertossi, Jordan Li, Maximilian Schleich, Dan Suciu, Zografoula Vagena
Causality-based Explanation of Classification Outcomes. CoRR (2020)
Babak Salimi, Harsh Parikh, Moe Kayali, Lise Getoor, Sudeepa Roy, Dan Suciu
Causal Relational Learning. SIGMOD Conference (2020)
Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu
Capuchin: Causal Database Repair for Algorithmic Fairness. CoRR (2019)
Dan Suciu
Technical Perspective for: MATLANG: Matrix Operations and Their Expressive Power. SIGMOD Rec. 48 (1) (2019)
Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu
Interventional Fairness: Causal Database Repair for Algorithmic Fairness. SIGMOD Conference (2019)
Walter Cai, Magdalena Balazinska, Dan Suciu
Pessimistic Cardinality Estimation: Tighter Upper Bounds for Intermediate Join Cardinalities. SIGMOD Conference (2019)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle Report on Database Research. SIGMOD Rec. 48 (4) (2019)
Babak Salimi, Bill Howe, Dan Suciu
Data Management for Causal Algorithmic Fairness. IEEE Data Eng. Bull. 42 (3) (2019)
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
EntropyDB: A Probabilistic Approach to Approximate Query Processing. CoRR (2019)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Olteanu, Dan Suciu
Boolean Tensor Decomposition for Conjunctive Queries with Negation. ICDT (2019)
Batya Kenig, Pranay Mundra, Guna Prasaad, Babak Salimi, Dan Suciu
Mining Approximate Acyclic Schemes from Relations. CoRR (2019)
Laurel J. Orr, Samuel K. Ainsworth, Walter Cai, Kevin G. Jamieson, Magda Balazinska, Dan Suciu
Mosaic: A Sample-Based Database System for Open World Query Processing. CoRR (2019)
Babak Salimi, Bill Howe, Dan Suciu
Data Management for Causal Algorithmic Fairness. CoRR (2019)
Mahmoud Abo Khamis, Phokion G. Kolaitis, Hung Q. Ngo, Dan Suciu
Bag Query Containment and Information Theory. CoRR (2019)
Shumo Chu, Alvin Cheung, Dan Suciu
Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries. CoRR (2018)
Babak Salimi, Johannes Gehrke, Dan Suciu
Bias in OLAP Queries: Detection, Explanation, and Removal. SIGMOD Conference (2018)
Paris Koutris, Semih Salihoglu, Dan Suciu
Algorithmic Aspects of Parallel Query Processing. SIGMOD Conference (2018)
Babak Salimi, Corey Cole, Peter Li, Johannes Gehrke, Dan Suciu
HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries. Proc. VLDB Endow. 11 (12) (2018)
Serge Abiteboul, Marcelo Arenas, Pablo Barceló, Meghyn Bienvenu, Diego Calvanese, Claire David, Richard Hull, Eyke Hüllermeier, Benny Kimelfeld, Leonid Libkin, Wim Martens, Tova Milo, Filip Murlak, Frank Neven, Magdalena Ortiz, Thomas Schwentick, Julia Stoyanovich, Jianwen Su, Dan Suciu, Victor Vianu, Ke Yi
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151). Dagstuhl Manifestos 7 (1) (2018)
Batya Kenig, Dan Suciu
Integrity Constraints Revisited: From Exact to Approximate Implication. CoRR (2018)
Egor V. Kostylev, Dan Suciu
A Note on the Hardness of the Critical Tuple Problem. CoRR (2018)
Shumo Chu, Brendan Murphy, Jared Roesch, Alvin Cheung, Dan Suciu
Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries. Proc. VLDB Endow. 11 (11) (2018)
Paraschos Koutris, Semih Salihoglu, Dan Suciu
Algorithmic Aspects of Parallel Data Processing. Found. Trends Databases 8 (4) (2018)
Guna Prasaad, Alvin Cheung, Dan Suciu
Improving High Contention OLTP Performance via Transaction Scheduling. CoRR (2018)
Babak Salimi, Johannes Gehrke, Dan Suciu
HypDB: Detect, Explain And Resolve Bias in OLAP. CoRR (2018)
Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu
The Myria Big Data Management and Analytics System and Cloud Services. CIDR (2017)
Paul Beame, Jerry Li, Sudeepa Roy, Dan Suciu
Exact Model Counting of Query Expressions: Limitations of Propositional Methods. ACM Trans. Database Syst. 42 (1) (2017)
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
Probabilistic Database Summarization for Interactive Data Exploration. CoRR (2017)
Dan Suciu
Communication Cost in Parallel Query Evaluation: A Tutorial. PODS (2017)
Serge Abiteboul, Marcelo Arenas, Pablo Barceló, Meghyn Bienvenu, Diego Calvanese, Claire David, Richard Hull, Eyke Hüllermeier, Benny Kimelfeld, Leonid Libkin, Wim Martens, Tova Milo, Filip Murlak, Frank Neven, Magdalena Ortiz, Thomas Schwentick, Julia Stoyanovich, Jianwen Su, Dan Suciu, Victor Vianu, Ke Yi
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151). CoRR (2017)
Helga Gudmundsdottir, Babak Salimi, Magdalena Balazinska, Dan R. K. Ports, Dan Suciu
A Demonstration of Interactive Analysis of Performance Measurements with Viska. SIGMOD Conference (2017)
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Olteanu, Dan Suciu
Boolean Tensor Decomposition for Conjunctive Queries with Negation. CoRR (2017)
Shumo Chu, Konstantin Weitz, Alvin Cheung, Dan Suciu
HoTTSQL: proving query rewrites with univalent SQL semantics. PLDI (2017)
Guy Van den Broeck, Dan Suciu
Query Processing on Probabilistic Data: A Survey. Found. Trends Databases 7 (3-4) (2017)
Laurel J. Orr, Dan Suciu, Magdalena Balazinska
Probabilistic Database Summarization for Interactive Data Exploration. Proc. VLDB Endow. 10 (10) (2017)
Dylan Hutchison, Bill Howe, Dan Suciu
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. CoRR (2017)
Wolfgang Gatterbauer, Dan Suciu
Dissociation and propagation for approximate lifted inference with standard relational database management systems. VLDB J. 26 (1) (2017)
Paul Beame, Paraschos Koutris, Dan Suciu
Communication Steps for Parallel Query Processing. J. ACM 64 (6) (2017)
Dylan Hutchison, Bill Howe, Dan Suciu
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. BeyondMR@SIGMOD (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dan Suciu