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2020 – today
- 2024
[i14]Ningxi Tian, Silu Huang, Xiaowen Xu:
Mixed Precision Block-Jacobi Preconditioner: Algorithms, Performance Evaluation and Feature Analysis. CoRR abs/2407.15973 (2024)- 2023
- [j14]Xiaowen Xu
, Xiaoqiang Yue, Runzhang Mao, Yuntong Deng, Silu Huang, Haifeng Zou, Xiao Liu, Shaoliang Hu, Chunsheng Feng, Shi Shu, Zeyao Mo:
JXPAMG: a parallel algebraic multigrid solver for extreme-scale numerical simulations. CCF Trans. High Perform. Comput. 5(1): 72-83 (2023) - [j13]Silu Huang, Erkang Zhu, Surajit Chaudhuri, Leonhard Spiegelberg:
T-Rex: Optimizing Pattern Search on Time Series. Proc. ACM Manag. Data 1(2): 130:1-130:26 (2023) - [j12]Erkang Zhu, Silu Huang, Surajit Chaudhuri:
High-Performance Row Pattern Recognition Using Joins. Proc. VLDB Endow. 16(5): 1181-1194 (2023) - [c18]Yiru Chen, Silu Huang:
TSExplain: Explaining Aggregated Time Series by Surfacing Evolving Contributors. ICDE 2023: 708-720 - [c17]Jie Lin, Sida Lei, Silu Huang, Mingpeng Li, Qiang Xiao, Yubing Huang:
Research on Intelligent Detection Technology of Bridge Surface Defects Based on UAVs. ICMLCA 2023: 878-887 - 2022
- [i13]Yue Hao, Silu Huang, Xiaowen Xu:
Convergence of the PCTL algorithm for solving the discretized 3T energy equations in RHD problems. CoRR abs/2211.10080 (2022) - [i12]Yiru Chen, Silu Huang:
TSEXPLAIN: Explaining Aggregated Time Series by Surfacing Evolving Contributors. CoRR abs/2211.10909 (2022) - 2021
- [j11]Mohammed Suhail Rehman, Silu Huang, Aaron J. Elmore:
A Demonstration of Relic: A System for REtrospective Lineage InferenCe of Data Workflows. Proc. VLDB Endow. 14(12): 2795-2798 (2021) - [c16]Qingyun Wu, Chi Wang, Silu Huang:
Frugal Optimization for Cost-related Hyperparameters. AAAI 2021: 10347-10354 - [c15]Chi Wang, Qingyun Wu, Silu Huang, Amin Saied:
Economic Hyperparameter Optimization with Blended Search Strategy. ICLR 2021 - [c14]Yiru Chen, Silu Huang:
TSExplain: Surfacing Evolving Explanations for Time Series. SIGMOD Conference 2021: 2686-2690 - 2020
- [j10]Silu Huang, Charles Blatti, Saurabh Sinha, Aditya G. Parameswaran:
Uncovering Effective Explanations for Interactive Genomic Data Analysis. Patterns 1(6): 100093 (2020) - [j9]Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran:
$\varvec{\textsc {Orpheus}}$DB: bolt-on versioning for relational databases (extended version). VLDB J. 29(1): 509-538 (2020) - [c13]Silu Huang:
Effective Data Versioning for Collaborative Data Analytics. SIGMOD Conference 2020: 1925-1938 - [i11]Qingyun Wu, Chi Wang, Silu Huang:
Cost Effective Optimization for Cost-related Hyperparameters. CoRR abs/2005.01571 (2020)
2010 – 2019
- 2019
- [b1]Silu Huang:
Effective data versioning for collaborative data analytics. University of Illinois Urbana-Champaign, USA, 2019 - [j8]Doris Jung Lin Lee, Stephen Macke, Doris Xin, Angela Lee, Silu Huang, Aditya G. Parameswaran:
A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead. IEEE Data Eng. Bull. 42(2): 59-70 (2019) - [c12]Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri:
Efficient Identification of Approximate Best Configuration of Training in Large Datasets. AAAI 2019: 3862-3869 - [c11]Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu:
Contextual Fact Ranking and Its Applications in Table Synthesis and Compression. KDD 2019: 285-293 - 2018
- [j7]Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran:
Adaptive Sampling for Rapidly Matching Histograms. Proc. VLDB Endow. 11(10): 1262-1275 (2018) - [c10]Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran:
Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling. HILDA@SIGMOD 2018: 7:1-7:7 - [c9]Yihan Gao, Silu Huang, Aditya G. Parameswaran:
Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets. SIGMOD Conference 2018: 943-958 - [i10]Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri:
Efficient Identification of Approximate Best Configuration of Training in Large Datasets. CoRR abs/1811.03250 (2018) - 2017
- [j6]Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran:
OrpheusDB: Bolt-on Versioning for Relational Databases. Proc. VLDB Endow. 10(10): 1130-1141 (2017) - [c8]Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran:
OrpheusDB: A Lightweight Approach to Relational Dataset Versioning. SIGMOD Conference 2017: 1655-1658 - [i9]Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran:
OrpheusDB: Bolt-on Versioning for Relational Databases. CoRR abs/1703.02475 (2017) - [i8]Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran:
Adaptive Sampling for Rapidly Matching Histograms. CoRR abs/1708.05918 (2017) - [i7]Yihan Gao, Silu Huang, Aditya G. Parameswaran:
Navigating the Data Lake with Datamaran: Automatically Extracting Structure from Log Datasets. CoRR abs/1708.08905 (2017) - 2016
- [j5]Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran:
Towards Visualization Recommendation Systems. SIGMOD Rec. 45(4): 34-39 (2016) - [j4]Huanhuan Wu, James Cheng, Yiping Ke, Silu Huang, Yuzhen Huang, Hejun Wu:
Efficient Algorithms for Temporal Path Computation. IEEE Trans. Knowl. Data Eng. 28(11): 2927-2942 (2016) - [c7]Ruifeng Liu, Ada Wai-Chee Fu, Zitong Chen, Silu Huang, Yubao Liu:
Finding multiple new optimal locations in a road network. SIGSPATIAL/GIS 2016: 36:1-36:10 - [c6]Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang:
Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee. SIGMOD Conference 2016: 679-694 - [i6]Ruifeng Liu, Ada Wai-Chee Fu, Zitong Chen, Silu Huang, Yubao Liu:
Finding Multiple New Optimal Locations in a Road Network. CoRR abs/1606.01340 (2016) - [i5]Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran:
Speedy Browsing and Sampling with NeedleTail. CoRR abs/1611.04705 (2016) - 2015
- [j3]Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran:
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff. Proc. VLDB Endow. 8(12): 1346-1357 (2015) - [c5]Zhengwei Yang, Ada Wai-Chee Fu, Yanyan Xu, Silu Huang, Ho-fung Leung:
Community Based Information Dissemination. ADC 2015: 220-231 - [c4]Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu:
Minimum Spanning Trees in Temporal Graphs. SIGMOD Conference 2015: 419-430 - [c3]Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran:
Towards a Unified Query Language for Provenance and Versioning. TaPP 2015 - [i4]Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran:
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff. CoRR abs/1505.05211 (2015) - [i3]Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran:
Towards a unified query language for provenance and versioning. CoRR abs/1506.04815 (2015) - 2014
- [j2]Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu:
Path Problems in Temporal Graphs. Proc. VLDB Endow. 7(9): 721-732 (2014) - [c2]Silu Huang, Ada Wai-Chee Fu:
k-Balanced sorting and skew join in MPI and MapReduce. IEEE BigData 2014: 225-230 - [i2]Silu Huang, James Cheng, Huanhuan Wu:
Temporal Graph Traversals: Definitions, Algorithms, and Applications. CoRR abs/1401.1919 (2014) - [i1]Silu Huang, Ada Wai-Chee Fu:
(α, k)-Minimal Sorting and Skew Join in MPI and MapReduce. CoRR abs/1403.5381 (2014) - 2013
- [j1]Weizhi You, Lilin Yi, Silu Huang, Jian Chen, Weisheng Hu:
Power Efficient Dynamic Bandwidth Allocation Algorithm in OFDMA-PONs. JOCN 5(12): 1353-1360 (2013) - [c1]James Cheng, Silu Huang, Huanhuan Wu, Ada Wai-Chee Fu:
TF-Label: a topological-folding labeling scheme for reachability querying in a large graph. SIGMOD Conference 2013: 193-204
Coauthor Index
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