Erkang Zhu

According to our database, Erkang Zhu authored at least 24 papers between 2012 and 2024.

Collaborative distances:

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

2024

AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems.

Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi

CoRR, 2024

2023

Data Lake Organization.

Fatemeh Nargesian, Ken Q. Pu, Bahar Ghadiri Bashardoost, Erkang Zhu, Renée J. Miller

IEEE Trans. Knowl. Data Eng., 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

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

Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Shaokun Zhang, Erkang Zhu, Beibin Li, Li Jiang, Xiaoyun Zhang, Chi Wang

CoRR, 2023

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

Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang

CoRR, 2023

Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data.

Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou

Proceedings of the IEEE International Conference on Big Data, 2023

2021

RONIN: Data Lake Exploration.

Paul Ouellette, Aidan Sciortino, Fatemeh Nargesian, Bahar Ghadiri Bashardoost, Erkang Zhu, Ken Q. Pu, Renée J. Miller

Proc. VLDB Endow., 2021

FLAML: A Fast and Lightweight AutoML Library.

Chi Wang, Qingyun Wu, Markus Weimer, Erkang Zhu

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020

Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores.

Fabian Fier, Tianzheng Wang, Erkang Zhu, Johann-Christoph Freytag

Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Organizing Data Lakes for Navigation.

Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller

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

2019

Search and Join Algorithms for Tables in Data Lakes.

Erkang Zhu

PhD thesis, 2019

Data Lake Management: Challenges and Opportunities.

Fatemeh Nargesian, Erkang Zhu, Renée J. Miller, Ken Q. Pu, Patricia C. Arocena

Proc. VLDB Endow., 2019

VISE: Vehicle Image Search Engine with Traffic Camera.

Hyewon Choi, Erkang Zhu, Arsala Bangash, Renée J. Miller

Proc. VLDB Endow., 2019

JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes.

Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller

Proceedings of the 2019 International Conference on Management of Data, 2019

2018

Table Union Search on Open Data.

Fatemeh Nargesian, Erkang Zhu, Ken Q. Pu, Renée J. Miller

Proc. VLDB Endow., 2018

Making Open Data Transparent: Data Discovery on Open Data.

Renée J. Miller, Fatemeh Nargesian, Erkang Zhu, Christina Christodoulakis, Ken Q. Pu, Periklis Andritsos

IEEE Data Eng. Bull., 2018

Optimizing Organizations for Navigating Data Lakes.

Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller

CoRR, 2018

2017

Interactive Navigation of Open Data Linkages.

Erkang Zhu, Ken Q. Pu, Fatemeh Nargesian, Renée J. Miller

Proc. VLDB Endow., 2017

Auto-Join: Joining Tables by Leveraging Transformations.

Erkang Zhu, Yeye He, Surajit Chaudhuri

Proc. VLDB Endow., 2017

2016

LSH Ensemble: Internet-Scale Domain Search.

Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller

Proc. VLDB Endow., 2016

Searching Web Data using MinHash LSH.

BiChen Rao, Erkang Zhu

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

2015

LinkedCT Live: Platform for Online Curation of Clinical Trials Data.

Oktie Hassanzadeh, Renée J. Miller, Fatemeh Nargesian, Erkang Zhu

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.

Fei Chiang, Periklis Andritsos, Erkang Zhu, Renée J. Miller

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012