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2020 – today
- 2024
[i6]Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi:
AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems. CoRR abs/2408.15247 (2024)- 2023
- [j11]Silu Huang
, Erkang Zhu, Surajit Chaudhuri, Leonhard Spiegelberg:
T-Rex: Optimizing Pattern Search on Time Series. Proc. ACM Manag. Data 1(2): 130:1-130:26 (2023) - [j10]Erkang Zhu, Silu Huang, Surajit Chaudhuri:
High-Performance Row Pattern Recognition Using Joins. Proc. VLDB Endow. 16(5): 1181-1194 (2023) - [j9]Fatemeh Nargesian, Ken Q. Pu, Bahar Ghadiri Bashardoost, Erkang Zhu, Renée J. Miller:
Data Lake Organization. IEEE Trans. Knowl. Data Eng. 35(1): 237-250 (2023) - [c8]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. IEEE Big Data 2023: 1824-1834 - [i5]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 abs/2306.01337 (2023) - [i4]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 abs/2308.08155 (2023) - [i3]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 abs/2309.01957 (2023) - 2021
- [j8]Paul Ouellette, Aidan Sciortino, Fatemeh Nargesian, Bahar Ghadiri Bashardoost, Erkang Zhu, Ken Q. Pu, Renée J. Miller:
RONIN: Data Lake Exploration. Proc. VLDB Endow. 14(12): 2863-2866 (2021) - [c7]Chi Wang, Qingyun Wu, Markus Weimer, Erkang Zhu:
FLAML: A Fast and Lightweight AutoML Library. MLSys 2021 - 2020
- [c6]Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller:
Organizing Data Lakes for Navigation. SIGMOD Conference 2020: 1939-1950 - [c5]Fabian Fier, Tianzheng Wang, Erkang Zhu, Johann-Christoph Freytag:
Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores. SISAP 2020: 62-75
2010 – 2019
- 2019
- [b1]Erkang Zhu:
Search and Join Algorithms for Tables in Data Lakes. University of Toronto, Canada, 2019 - [j7]Hyewon Choi, Erkang Zhu, Arsala Bangash, Renée J. Miller:
VISE: Vehicle Image Search Engine with Traffic Camera. Proc. VLDB Endow. 12(12): 1842-1845 (2019) - [j6]Fatemeh Nargesian, Erkang Zhu, Renée J. Miller, Ken Q. Pu, Patricia C. Arocena:
Data Lake Management: Challenges and Opportunities. Proc. VLDB Endow. 12(12): 1986-1989 (2019) - [c4]Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller:
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes. SIGMOD Conference 2019: 847-864 - 2018
- [j5]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): 59-70 (2018) - [j4]Fatemeh Nargesian, Erkang Zhu, Ken Q. Pu, Renée J. Miller:
Table Union Search on Open Data. Proc. VLDB Endow. 11(7): 813-825 (2018) - [i2]Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller:
Optimizing Organizations for Navigating Data Lakes. CoRR abs/1812.07024 (2018) - 2017
- [j3]Erkang Zhu, Yeye He, Surajit Chaudhuri:
Auto-Join: Joining Tables by Leveraging Transformations. Proc. VLDB Endow. 10(10): 1034-1045 (2017) - [j2]Erkang Zhu, Ken Q. Pu, Fatemeh Nargesian, Renée J. Miller:
Interactive Navigation of Open Data Linkages. Proc. VLDB Endow. 10(12): 1837-1840 (2017) - 2016
- [j1]Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller:
LSH Ensemble: Internet-Scale Domain Search. Proc. VLDB Endow. 9(12): 1185-1196 (2016) - [c3]BiChen Rao, Erkang Zhu:
Searching Web Data using MinHash LSH. SIGMOD Conference 2016: 2257-2258 - [i1]Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller:
LSH Ensemble: Internet Scale Domain Search. CoRR abs/1603.07410 (2016) - 2015
- [c2]Oktie Hassanzadeh, Renée J. Miller, Fatemeh Nargesian, Erkang Zhu:
LinkedCT Live: Platform for Online Curation of Clinical Trials Data. ISWC (Posters & Demos) 2015 - 2012
- [c1]Fei Chiang, Periklis Andritsos, Erkang Zhu, Renée J. Miller:
AutoDict: Automated Dictionary Discovery. ICDE 2012: 1277-1280
Coauthor Index
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