Silu Huang

According to our database, Silu Huang authored at least 38 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

JXPAMG: a parallel algebraic multigrid solver for extreme-scale numerical simulations.

Xiaowen Xu, Xiaoqiang Yue, Runzhang Mao, Yuntong Deng, Silu Huang, Haifeng Zou, Xiao Liu, Shaoliang Hu, Chunsheng Feng, Shi Shu, Zeyao Mo

CCF Trans. High Perform. Comput., March, 2023

High-Performance Row Pattern Recognition Using Joins.

Erkang Zhu, Silu Huang, Surajit Chaudhuri

Proc. VLDB Endow., 2023

T-Rex: Optimizing Pattern Search on Time Series.

Silu Huang, Erkang Zhu, Surajit Chaudhuri, Leonhard Spiegelberg

Proc. ACM Manag. Data, 2023

Research on Intelligent Detection Technology of Bridge Surface Defects Based on UAVs.

Jie Lin, Sida Lei, Silu Huang, Mingpeng Li, Qiang Xiao, Yubing Huang

Proceedings of the 4th International Conference on Machine Learning and Computer Application, 2023

TSExplain: Explaining Aggregated Time Series by Surfacing Evolving Contributors.

Yiru Chen, Silu Huang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Convergence of the PCTL algorithm for solving the discretized 3T energy equations in RHD problems.

Yue Hao, Silu Huang, Xiaowen Xu

CoRR, 2022

2021

A Demonstration of Relic: A System for REtrospective Lineage InferenCe of Data Workflows.

Mohammed Suhail Rehman, Silu Huang, Aaron J. Elmore

Proc. VLDB Endow., 2021

TSExplain: Surfacing Evolving Explanations for Time Series.

Yiru Chen, Silu Huang

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Economic Hyperparameter Optimization with Blended Search Strategy.

Chi Wang, Qingyun Wu, Silu Huang, Amin Saied

Proceedings of the 9th International Conference on Learning Representations, 2021

Frugal Optimization for Cost-related Hyperparameters.

Qingyun Wu, Chi Wang, Silu Huang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

$\varvec{\textsc {Orpheus}}$DB: bolt-on versioning for relational databases (extended version).

Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran

VLDB J., 2020

Uncovering Effective Explanations for Interactive Genomic Data Analysis.

Silu Huang, Charles Blatti, Saurabh Sinha, Aditya G. Parameswaran

Patterns, 2020

Cost Effective Optimization for Cost-related Hyperparameters.

Qingyun Wu, Chi Wang, Silu Huang

CoRR, 2020

Effective Data Versioning for Collaborative Data Analytics.

Silu Huang

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Effective data versioning for collaborative data analytics

Silu Huang

PhD thesis, 2019

A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead.

Doris Jung Lin Lee, Stephen Macke, Doris Xin, Angela Lee, Silu Huang, Aditya G. Parameswaran

IEEE Data Eng. Bull., 2019

Contextual Fact Ranking and Its Applications in Table Synthesis and Compression.

Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Efficient Identification of Approximate Best Configuration of Training in Large Datasets.

Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Adaptive Sampling for Rapidly Matching Histograms.

Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran

Proc. VLDB Endow., 2018

Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling.

Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets.

Yihan Gao, Silu Huang, Aditya G. Parameswaran

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

OrpheusDB: Bolt-on Versioning for Relational Databases.

Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran

Proc. VLDB Endow., 2017

OrpheusDB: A Lightweight Approach to Relational Dataset Versioning.

Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2016

Efficient Algorithms for Temporal Path Computation.

Huanhuan Wu, James Cheng, Yiping Ke, Silu Huang, Yuzhen Huang, Hejun Wu

IEEE Trans. Knowl. Data Eng., 2016

Towards Visualization Recommendation Systems.

Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran

SIGMOD Rec., 2016

Speedy Browsing and Sampling with NeedleTail.

Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran

CoRR, 2016

Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee.

Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang

Proceedings of the 2016 International Conference on Management of Data, 2016

Finding multiple new optimal locations in a road network.

Ruifeng Liu, Ada Wai-Chee Fu, Zitong Chen, Silu Huang, Yubao Liu

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015

Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.

Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran

Proc. VLDB Endow., 2015

Towards a Unified Query Language for Provenance and Versioning.

Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran

Proceedings of the 7th USENIX Workshop on the Theory and Practice of Provenance, 2015

Minimum Spanning Trees in Temporal Graphs.

Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Community Based Information Dissemination.

Zhengwei Yang, Ada Wai-Chee Fu, Yanyan Xu, Silu Huang, Ho-fung Leung

Proceedings of the Databases Theory and Applications, 2015

2014

Path Problems in Temporal Graphs.

Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu

Proc. VLDB Endow., 2014

(α, k)-Minimal Sorting and Skew Join in MPI and MapReduce.

Silu Huang, Ada Wai-Chee Fu

CoRR, 2014

Temporal Graph Traversals: Definitions, Algorithms, and Applications.

Silu Huang, James Cheng, Huanhuan Wu

CoRR, 2014

k-Balanced sorting and skew join in MPI and MapReduce.

Silu Huang, Ada Wai-Chee Fu

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Power Efficient Dynamic Bandwidth Allocation Algorithm in OFDMA-PONs.

Weizhi You, Lilin Yi, Silu Huang, Jian Chen, Weisheng Hu

JOCN, 2013

TF-Label: a topological-folding labeling scheme for reachability querying in a large graph.

James Cheng, Silu Huang, Huanhuan Wu, Ada Wai-Chee Fu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013