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Xiao Hu 0005

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affiliation: University of Waterloo, Canada
affiliation: Google Research
affiliation: Duke University, Durham, NC, USA

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Journal Articles

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2024
[j9]
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Xiao Hu, Yufei Tao:
Parallel Acyclic Joins: Optimal Algorithms and Cyclicity Separation. J. ACM 71(1): 6:1-6:44 (2024)
2023
[j8]
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Xiao Hu, Qichen Wang:
Computing the Difference of Conjunctive Queries Efficiently. Proc. ACM Manag. Data 1(2): 153:1-153:26 (2023)
[j7]
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Zichen Zhu, Xiao Hu, Manos Athanassoulis:
NOCAP: Near-Optimal Correlation-Aware Partitioning Joins. Proc. ACM Manag. Data 1(4): 252:1-252:27 (2023)
[j6]
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Qichen Wang, Xiao Hu, Binyang Dai, Ke Yi:
Change Propagation Without Joins. Proc. VLDB Endow. 16(5): 1046-1058 (2023)
[j5]
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Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete:
Front Matter. Proc. VLDB Endow. 16(12) (2023)
2022
[j4]
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
Ranked Enumeration of Join Queries with Projections. Proc. VLDB Endow. 15(5): 1024-1037 (2022)
2020
[j3]
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Xiao Hu, Shouzhuo Sun, Shweta Patwa, Debmalya Panigrahi, Sudeepa Roy:
Aggregated Deletion Propagation for Counting Conjunctive Query Answers. Proc. VLDB Endow. 14(2): 228-240 (2020)
[j2]
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Xiao Hu, Ke Yi:
Massively Parallel Join Algorithms. SIGMOD Rec. 49(3): 6-17 (2020)
2019
[j1]
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Xiao Hu, Ke Yi, Yufei Tao:
Output-Optimal Massively Parallel Algorithms for Similarity Joins. ACM Trans. Database Syst. 44(2): 6:1-6:36 (2019)

Conference and Workshop Papers

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2024
[c16]
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Xiao Hu, Stavros Sintos:
Finding Smallest Witnesses for Conjunctive Queries. ICDT 2024: 24:1-24:20
2023
[c15]
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Badih Ghazi, Xiao Hu, Ravi Kumar, Pasin Manurangsi:
On Differentially Private Sampling from Gaussian and Product Distributions. NeurIPS 2023
[c14]
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Badih Ghazi, Xiao Hu, Ravi Kumar, Pasin Manurangsi:
Differentially Private Data Release over Multiple Tables. PODS 2023: 207-219
[c13]
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  - conf/wads/DeepHK23
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
General Space-Time Tradeoffs via Relational Queries. WADS 2023: 309-325
2022
[c12]
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  - conf/sigmod/HuLXAPRY22
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Xiao Hu, Yuxi Liu, Haibo Xiu, Pankaj K. Agarwal, Debmalya Panigrahi, Sudeepa Roy, Jun Yang:
Selectivity Functions of Range Queries are Learnable. SIGMOD Conference 2022: 959-972
[c11]
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Xiao Hu, Stavros Sintos, Junyang Gao, Pankaj K. Agarwal, Jun Yang:
Computing Complex Temporal Join Queries Efficiently. SIGMOD Conference 2022: 2076-2090
2021
[c10]
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Pankaj K. Agarwal, Xiao Hu, Stavros Sintos, Jun Yang:
Dynamic Enumeration of Similarity Joins. ICALP 2021: 11:1-11:19
[c9]
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
Enumeration Algorithms for Conjunctive Queries with Projection. ICDT 2021: 14:1-14:17
[c8]
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Xiao Hu:
Cover or Pack: New Upper and Lower Bounds for Massively Parallel Joins. PODS 2021: 181-198
[c7]
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Xiao Hu, Paraschos Koutris, Spyros Blanas:
Algorithms for a Topology-aware Massively Parallel Computation Model. PODS 2021: 199-214
2020
[c6]
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Xiao Hu, Ke Yi:
Parallel Algorithms for Sparse Matrix Multiplication and Join-Aggregate Queries. PODS 2020: 411-425
[c5]
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
Fast Join Project Query Evaluation using Matrix Multiplication. SIGMOD Conference 2020: 1213-1223
2019
[c4]
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Xiao Hu, Ke Yi:
Instance and Output Optimal Parallel Algorithms for Acyclic Joins. PODS 2019: 450-463
2018
[c3]
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  - conf/sigmod/ZhaoC0HY18
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Zhuoyue Zhao, Robert Christensen, Feifei Li, Xiao Hu, Ke Yi:
Random Sampling over Joins Revisited. SIGMOD Conference 2018: 1525-1539
2017
[c2]
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Xiao Hu, Yufei Tao, Ke Yi:
Output-optimal Parallel Algorithms for Similarity Joins. PODS 2017: 79-90
2016
[c1]
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Xiao Hu, Ke Yi:
Towards a Worst-Case I/O-Optimal Algorithm for Acyclic Joins. PODS 2016: 135-150

Editorship

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2023
[e1]
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Vasilis Efthymiou, Xiao Hu:
Proceedings of the VLDB 2023 PhD Workshop co-located with the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023. CEUR Workshop Proceedings 3452, CEUR-WS.org 2023 [contents]

Informal and Other Publications

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2024
[i14]
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  - journals/corr/abs-2404-03194
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Binyang Dai, Xiao Hu, Ke Yi:
Reservoir Sampling over Joins. CoRR abs/2404.03194 (2024)
2023
[i13]
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  - journals/corr/abs-2301-04003
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Qichen Wang, Xiao Hu, Binyang Dai, Ke Yi:
Change Propagation Without Joins. CoRR abs/2301.04003 (2023)
[i12]
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  - journals/corr/abs-2302-13140
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Xiao Hu, Qichen Wang:
Computing the Difference of Conjunctive Queries Efficiently. CoRR abs/2302.13140 (2023)
[i11]
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  - journals/corr/abs-2306-12549
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Badih Ghazi, Xiao Hu, Ravi Kumar, Pasin Manurangsi:
On Differentially Private Sampling from Gaussian and Product Distributions. CoRR abs/2306.12549 (2023)
[i10]
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  - journals/corr/abs-2306-15201
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Badih Ghazi, Xiao Hu, Ravi Kumar, Pasin Manurangsi:
Differentially Private Data Release over Multiple Tables. CoRR abs/2306.15201 (2023)
[i9]
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  - journals/corr/abs-2311-18157
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Xiao Hu, Stavros Sintos:
Finding Smallest Witnesses for Conjunctive Queries. CoRR abs/2311.18157 (2023)
2022
[i8]
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  - journals/corr/abs-2201-05566
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
Ranked Enumeration of Join Queries with Projections. CoRR abs/2201.05566 (2022)
2021
[i7]
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  - journals/corr/abs-2101-03712
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
Enumeration Algorithms for Conjunctive Queries with Projection. CoRR abs/2101.03712 (2021)
[i6]
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  - journals/corr/abs-2105-01818
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Pankaj K. Agarwal, Xiao Hu, Stavros Sintos, Jun Yang:
Dynamic Enumeration of Similarity Joins. CoRR abs/2105.01818 (2021)
[i5]
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  - journals/corr/abs-2109-10889
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
Space-Time Tradeoffs for Answering Boolean Conjunctive Queries. CoRR abs/2109.10889 (2021)
2020
[i4]
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  - journals/corr/abs-2002-12459
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Shaleen Deep, Xiao Hu, Paraschos Koutris:
Fast Join Project Query Evaluation using Matrix Multiplication. CoRR abs/2002.12459 (2020)
[i3]
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  - journals/corr/abs-2009-11463
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Xiao Hu, Paraschos Koutris, Spyros Blanas:
Algorithms for a Topology-aware Massively Parallel Computation Model. CoRR abs/2009.11463 (2020)
[i2]
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  - journals/corr/abs-2010-08694
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Xiao Hu, Shouzhuo Sun, Shweta Patwa, Debmalya Panigrahi, Sudeepa Roy:
Aggregated Deletion Propagation for Counting Conjunctive Query Answers. CoRR abs/2010.08694 (2020)
2019
[i1]
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  - journals/corr/abs-1903-09717
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Xiao Hu, Ke Yi:
Instance and Output Optimal Parallel Algorithms for Acyclic Joins. CoRR abs/1903.09717 (2019)

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