Erkang Zhu

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 22

Top Topics

Nearest Neighbor Queries

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Proc. ACM Manag. Data

Publications

Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
An Empirical Study on Challenging Math Problem Solving with GPT-4. CoRR (2023)
Fatemeh Nargesian, Ken Q. Pu, Bahar Ghadiri Bashardoost, Erkang Zhu, Renée J. Miller
Data Lake Organization. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Erkang Zhu, Silu Huang, Surajit Chaudhuri
High-Performance Row Pattern Recognition Using Joins. Proc. VLDB Endow. 16 (5) (2023)
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Shaokun Zhang, Erkang Zhu, Beibin Li, Li Jiang, Xiaoyun Zhang, Chi Wang
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework. CoRR (2023)
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data. CoRR (2023)
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data. BigData (2023)
Silu Huang, Erkang Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
T-Rex: Optimizing Pattern Search on Time Series. Proc. ACM Manag. Data 1 (2) (2023)
Chi Wang, Qingyun Wu, Markus Weimer, Erkang Zhu
FLAML: A Fast and Lightweight AutoML Library. MLSys (2021)
Paul Ouellette, Aidan Sciortino, Fatemeh Nargesian, Bahar Ghadiri Bashardoost, Erkang Zhu, Ken Pu, Renée J. Miller
RONIN: Data Lake Exploration. Proc. VLDB Endow. 14 (12) (2021)
Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller
Organizing Data Lakes for Navigation. SIGMOD Conference (2020)
Fabian Fier, Tianzheng Wang, Erkang Zhu, Johann-Christoph Freytag
Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores. SISAP (2020)
Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes. SIGMOD Conference (2019)
Fatemeh Nargesian, Erkang Zhu, Renée J. Miller, Ken Q. Pu, Patricia C. Arocena
Data Lake Management: Challenges and Opportunities. Proc. VLDB Endow. 12 (12) (2019)
Hyewon Choi, Erkang Zhu, Arsala Bangash, Renée J. Miller
VISE: Vehicle Image Search Engine with Traffic Camera. Proc. VLDB Endow. 12 (12) (2019)
Fatemeh Nargesian, Erkang Zhu, Ken Q. Pu, Renée J. Miller
Table Union Search on Open Data. Proc. VLDB Endow. 11 (7) (2018)
Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller
Optimizing Organizations for Navigating Data Lakes. CoRR (2018)
Renée J. Miller, Fatemeh Nargesian, Erkang Zhu, Christina Christodoulakis, Ken Q. Pu, Periklis Andritsos
Making Open Data Transparent: Data Discovery on Open Data. IEEE Data Eng. Bull. 41 (2) (2018)
Erkang Zhu, Yeye He, Surajit Chaudhuri
Auto-Join: Joining Tables by Leveraging Transformations. Proc. VLDB Endow. 10 (10) (2017)
Erkang Zhu, Ken Q. Pu, Fatemeh Nargesian, Renée J. Miller
Interactive Navigation of Open Data Linkages. Proc. VLDB Endow. 10 (12) (2017)
Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller
LSH Ensemble: Internet-Scale Domain Search. Proc. VLDB Endow. 9 (12) (2016)
BiChen Rao, Erkang Zhu
Searching Web Data using MinHash LSH. SIGMOD Conference (2016)
Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller
LSH Ensemble: Internet Scale Domain Search. CoRR (2016)
Oktie Hassanzadeh, Renée J. Miller, Fatemeh Nargesian, Erkang Zhu
LinkedCT Live: Platform for Online Curation of Clinical Trials Data. ISWC (Posters & Demos) (2015)
Fei Chiang, Periklis Andritsos, Erkang Zhu, Renée J. Miller
AutoDict: Automated Dictionary Discovery. ICDE (2012)