Silu Huang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 40

Top Topics

Minimum Spanning Trees

Relational Data

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Ningxi Tian, Silu Huang, Xiaowen Xu
Mixed Precision Block-Jacobi Preconditioner: Algorithms, Performance Evaluation and Feature Analysis. CoRR (2024)
Yiru Chen, Silu Huang
TSExplain: Explaining Aggregated Time Series by Surfacing Evolving Contributors. ICDE (2023)
Erkang Zhu, Silu Huang, Surajit Chaudhuri
High-Performance Row Pattern Recognition Using Joins. Proc. VLDB Endow. 16 (5) (2023)
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) (2023)
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)
Silu Huang, Erkang Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
T-Rex: Optimizing Pattern Search on Time Series. Proc. ACM Manag. Data 1 (2) (2023)
Yue Hao, Silu Huang, Xiaowen Xu
Convergence of the PCTL algorithm for solving the discretized 3T energy equations in RHD problems. CoRR (2022)
Yiru Chen, Silu Huang
TSEXPLAIN: Explaining Aggregated Time Series by Surfacing Evolving Contributors. CoRR (2022)
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) (2021)
Qingyun Wu, Chi Wang, Silu Huang
Frugal Optimization for Cost-related Hyperparameters. AAAI (2021)
Chi Wang, Qingyun Wu, Silu Huang, Amin Saied
Economic Hyperparameter Optimization with Blended Search Strategy. ICLR (2021)
Yiru Chen, Silu Huang
TSExplain: Surfacing Evolving Explanations for Time Series. SIGMOD Conference (2021)
Silu Huang, Charles Blatti, Saurabh Sinha, Aditya G. Parameswaran
Uncovering Effective Explanations for Interactive Genomic Data Analysis. Patterns 1 (6) (2020)
Silu Huang
Effective Data Versioning for Collaborative Data Analytics. SIGMOD Conference (2020)
Qingyun Wu, Chi Wang, Silu Huang
Cost Effective Optimization for Cost-related Hyperparameters. CoRR (2020)
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) (2020)
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) (2019)
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)
Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
Efficient Identification of Approximate Best Configuration of Training in Large Datasets. AAAI (2019)
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)
Yihan Gao, Silu Huang, Aditya G. Parameswaran
Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets. SIGMOD Conference (2018)
Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
Efficient Identification of Approximate Best Configuration of Training in Large Datasets. CoRR (2018)
Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran
Adaptive Sampling for Rapidly Matching Histograms. Proc. VLDB Endow. 11 (10) (2018)
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
OrpheusDB: Bolt-on Versioning for Relational Databases. Proc. VLDB Endow. 10 (10) (2017)
Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran
OrpheusDB: A Lightweight Approach to Relational Dataset Versioning. SIGMOD Conference (2017)
Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran
Adaptive Sampling for Rapidly Matching Histograms. CoRR (2017)
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
OrpheusDB: Bolt-on Versioning for Relational Databases. CoRR (2017)
Yihan Gao, Silu Huang, Aditya G. Parameswaran
Navigating the Data Lake with Datamaran: Automatically Extracting Structure from Log Datasets. CoRR (2017)
Ruifeng Liu, Ada Wai-Chee Fu, Zitong Chen, Silu Huang, Yubao Liu
Finding multiple new optimal locations in a road network. SIGSPATIAL/GIS (2016)
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) (2016)
Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran
Towards Visualization Recommendation Systems. SIGMOD Rec. 45 (4) (2016)
Ruifeng Liu, Ada Wai-Chee Fu, Zitong Chen, Silu Huang, Yubao Liu
Finding Multiple New Optimal Locations in a Road Network. CoRR (2016)
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
Speedy Browsing and Sampling with NeedleTail. CoRR (2016)
Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang
Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee. SIGMOD Conference (2016)
Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff. CoRR (2015)
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) (2015)
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
Towards a unified query language for provenance and versioning. CoRR (2015)
Zhengwei Yang, Ada Wai-Chee Fu, Yanyan Xu, Silu Huang, Ho-fung Leung
Community Based Information Dissemination. ADC (2015)
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)
Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu
Minimum Spanning Trees in Temporal Graphs. SIGMOD Conference (2015)
Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu
Path Problems in Temporal Graphs. Proc. VLDB Endow. 7 (9) (2014)
Silu Huang, James Cheng, Huanhuan Wu
Temporal Graph Traversals: Definitions, Algorithms, and Applications. CoRR (2014)
Silu Huang, Ada Wai-Chee Fu
k-Balanced sorting and skew join in MPI and MapReduce. IEEE BigData (2014)
Silu Huang, Ada Wai-Chee Fu
(α, k)-Minimal Sorting and Skew Join in MPI and MapReduce. CoRR (2014)
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)
Weizhi You, Lilin Yi, Silu Huang, Jian Chen, Weisheng Hu
Power Efficient Dynamic Bandwidth Allocation Algorithm in OFDMA-PONs. JOCN 5 (12) (2013)