Erkang Zhu

Orcid: 0009-0000-3326-1790

According to our database1, Erkang Zhu authored at least 23 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Data Lake Organization.
IEEE Trans. Knowl. Data Eng., 2023

High-Performance Row Pattern Recognition Using Joins.
Proc. VLDB Endow., 2023

T-Rex: Optimizing Pattern Search on Time Series.
Proc. ACM Manag. Data, 2023

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework.
CoRR, 2023

An Empirical Study on Challenging Math Problem Solving with GPT-4.
CoRR, 2023

Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data.
Proceedings of the IEEE International Conference on Big Data, 2023

2021
RONIN: Data Lake Exploration.
Proc. VLDB Endow., 2021

FLAML: A Fast and Lightweight AutoML Library.
Proceedings of Machine Learning and Systems 2021, 2021

2020
Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Organizing Data Lakes for Navigation.
Proceedings of the 2020 International Conference on Management of Data, 2020

2019
Search and Join Algorithms for Tables in Data Lakes.
PhD thesis, 2019

Data Lake Management: Challenges and Opportunities.
Proc. VLDB Endow., 2019

VISE: Vehicle Image Search Engine with Traffic Camera.
Proc. VLDB Endow., 2019

JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes.
Proceedings of the 2019 International Conference on Management of Data, 2019

2018
Table Union Search on Open Data.
Proc. VLDB Endow., 2018

Making Open Data Transparent: Data Discovery on Open Data.
IEEE Data Eng. Bull., 2018

Optimizing Organizations for Navigating Data Lakes.
CoRR, 2018

2017
Interactive Navigation of Open Data Linkages.
Proc. VLDB Endow., 2017

Auto-Join: Joining Tables by Leveraging Transformations.
Proc. VLDB Endow., 2017

2016
LSH Ensemble: Internet-Scale Domain Search.
Proc. VLDB Endow., 2016

Searching Web Data using MinHash LSH.
Proceedings of the 2016 International Conference on Management of Data, 2016

2015
LinkedCT Live: Platform for Online Curation of Clinical Trials Data.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

2012
AutoDict: Automated Dictionary Discovery.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012


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