Silu Huang

51 papers A* 5Misc 1Journal 32Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cloud-Native Vector Search: A Comprehensive Performance Analysis.
CoRR
Zhaoheng Li, Wei Ding, Silu Huang, Zikang Wang, Yuanjin Lin, Ke Wu, Yongjoo Park, Jianjun Chen
2025 J jnl
Mixed precision block-Jacobi preconditioner: algorithms, performance evaluation and feature analysis.
CCF Trans. High Perform. Comput.
Ningxi Tian, Silu Huang, Xiaowen Xu
2025 J jnl
SIEVE: Effective Filtered Vector Search with Collection of Indexes.
CoRR
Zhaoheng Li, Silu Huang, Wei Ding, Yongjoo Park, Jianjun Chen
2025 J jnl
SIEVE: Effective Filtered Vector Search with Collection of Indexes.
Proc. VLDB Endow.
Zhaoheng Li, Silu Huang, Wei Ding, Yongjoo Park, Jianjun Chen
2024 J jnl
Mixed Precision Block-Jacobi Preconditioner: Algorithms, Performance Evaluation and Feature Analysis.
CoRR
Ningxi Tian, Silu Huang, Xiaowen Xu
2023 J jnl
High-Performance Row Pattern Recognition Using Joins.
Proc. VLDB Endow.
Erkang Zhu, Silu Huang, Surajit Chaudhuri
2023 J jnl
JXPAMG: a parallel algebraic multigrid solver for extreme-scale numerical simulations.
CCF Trans. High Perform. Comput.
Xiaowen Xu, Xiaoqiang Yue, Runzhang Mao, Yuntong Deng, Silu Huang, Haifeng Zou, Xiao Liu, Shaoliang Hu, Chunsheng Feng, Shi Shu, Zeyao Mo
2023 — conf
Research on Intelligent Detection Technology of Bridge Surface Defects Based on UAVs.
ICMLCA
Jie Lin, Sida Lei, Silu Huang, Mingpeng Li, Qiang Xiao, Yubing Huang
2023 J jnl
T-Rex: Optimizing Pattern Search on Time Series.
Proc. ACM Manag. Data
Silu Huang, Erkang Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
2023 A* conf
TSExplain: Explaining Aggregated Time Series by Surfacing Evolving Contributors.
ICDE
Yiru Chen, Silu Huang
2022 J jnl
Convergence of the PCTL algorithm for solving the discretized 3T energy equations in RHD problems.
CoRR
Yue Hao, Silu Huang, Xiaowen Xu
2022 J jnl
TSEXPLAIN: Explaining Aggregated Time Series by Surfacing Evolving Contributors.
CoRR
Yiru Chen, Silu Huang
2021 J jnl
A Demonstration of Relic: A System for REtrospective Lineage InferenCe of Data Workflows.
Proc. VLDB Endow.
Mohammed Suhail Rehman, Silu Huang, Aaron J. Elmore
2021 A* conf
Economic Hyperparameter Optimization with Blended Search Strategy.
ICLR
Chi Wang, Qingyun Wu, Silu Huang, Amin Saied
2021 A* conf
Frugal Optimization for Cost-related Hyperparameters.
AAAI
Qingyun Wu, Chi Wang, Silu Huang
2021 — conf
TSExplain: Surfacing Evolving Explanations for Time Series.
SIGMOD Conference
Yiru Chen, Silu Huang
2020 J jnl
$\varvec{\textsc {Orpheus}}$DB: bolt-on versioning for relational databases (extended version).
VLDB J.
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
2020 J jnl
Cost Effective Optimization for Cost-related Hyperparameters.
CoRR
Qingyun Wu, Chi Wang, Silu Huang
2020 — conf
Effective Data Versioning for Collaborative Data Analytics.
SIGMOD Conference
Silu Huang
2020 J jnl
Uncovering Effective Explanations for Interactive Genomic Data Analysis.
Patterns
Silu Huang, Charles Blatti, Saurabh Sinha, Aditya G. Parameswaran
2019 J jnl
A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead.
IEEE Data Eng. Bull.
Doris Jung Lin Lee, Stephen Macke, Doris Xin, Angela Lee, Silu Huang, Aditya G. Parameswaran
2019 A* conf
Contextual Fact Ranking and Its Applications in Table Synthesis and Compression.
KDD
Silu Huang, Jialu Liu, Flip Korn, Xuezhi Wang, You Wu, Dale Markowitz, Cong Yu
2019 — —
Effective data versioning for collaborative data analytics
Silu Huang
2019 A* conf
Efficient Identification of Approximate Best Configuration of Training in Large Datasets.
AAAI
Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
2018 J jnl
Adaptive Sampling for Rapidly Matching Histograms.
Proc. VLDB Endow.
Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran
2018 J jnl
Efficient Identification of Approximate Best Configuration of Training in Large Datasets.
CoRR
Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri
2018 — conf
Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets.
SIGMOD Conference
Yihan Gao, Silu Huang, Aditya G. Parameswaran
2018 — conf
Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling.
HILDA@SIGMOD
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
2017 J jnl
Adaptive Sampling for Rapidly Matching Histograms.
CoRR
Stephen Macke, Yiming Zhang, Silu Huang, Aditya G. Parameswaran
2017 J jnl
Navigating the Data Lake with Datamaran: Automatically Extracting Structure from Log Datasets.
CoRR
Yihan Gao, Silu Huang, Aditya G. Parameswaran
2017 — conf
OrpheusDB: A Lightweight Approach to Relational Dataset Versioning.
SIGMOD Conference
Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran
2017 J jnl
OrpheusDB: Bolt-on Versioning for Relational Databases.
CoRR
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
2017 J jnl
OrpheusDB: Bolt-on Versioning for Relational Databases.
Proc. VLDB Endow.
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
2016 J jnl
Efficient Algorithms for Temporal Path Computation.
IEEE Trans. Knowl. Data Eng.
Huanhuan Wu, James Cheng, Yiping Ke, Silu Huang, Yuzhen Huang, Hejun Wu
2016 J jnl
Finding Multiple New Optimal Locations in a Road Network.
CoRR
Ruifeng Liu, Ada Wai-Chee Fu, Zitong Chen, Silu Huang, Yubao Liu
2016 — conf
Finding multiple new optimal locations in a road network.
SIGSPATIAL/GIS
Ruifeng Liu, Ada Wai-Chee Fu, Zitong Chen, Silu Huang, Yubao Liu
2016 — conf
Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee.
SIGMOD Conference
Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang
2016 J jnl
Speedy Browsing and Sampling with NeedleTail.
CoRR
Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran
2016 J jnl
Towards Visualization Recommendation Systems.
SIGMOD Rec.
Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran
2015 Misc conf
Community Based Information Dissemination.
ADC
Zhengwei Yang, Ada Wai-Chee Fu, Yanyan Xu, Silu Huang, Ho-fung Leung
2015 — conf
Minimum Spanning Trees in Temporal Graphs.
SIGMOD Conference
Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu
2015 J jnl
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.
CoRR
Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran
2015 J jnl
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.
Proc. VLDB Endow.
Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran
2015 — conf
Towards a Unified Query Language for Provenance and Versioning.
TaPP
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2015 J jnl
Towards a unified query language for provenance and versioning.
CoRR
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2014 J jnl
(α, k)-Minimal Sorting and Skew Join in MPI and MapReduce.
CoRR
Silu Huang, Ada Wai-Chee Fu
2014 J jnl
Path Problems in Temporal Graphs.
Proc. VLDB Endow.
Huanhuan Wu, James Cheng, Silu Huang, Yiping Ke, Yi Lu, Yanyan Xu
2014 J jnl
Temporal Graph Traversals: Definitions, Algorithms, and Applications.
CoRR
Silu Huang, James Cheng, Huanhuan Wu
2014 — conf
k-Balanced sorting and skew join in MPI and MapReduce.
IEEE BigData
Silu Huang, Ada Wai-Chee Fu
2013 J jnl
Power Efficient Dynamic Bandwidth Allocation Algorithm in OFDMA-PONs.
JOCN
Weizhi You, Lilin Yi, Silu Huang, Jian Chen, Weisheng Hu
2013 — conf
TF-Label: a topological-folding labeling scheme for reachability querying in a large graph.
SIGMOD Conference
James Cheng, Silu Huang, Huanhuan Wu, Ada Wai-Chee Fu