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Erkang Zhu
Erkang Zhu
Microsoft Research, University of Toronto
Geverifieerd e-mailadres voor microsoft.com - Homepage
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Autogen: Enabling next-gen llm applications via multi-agent conversation framework
Q Wu, G Bansal, J Zhang, Y Wu, S Zhang, E Zhu, B Li, L Jiang, X Zhang, ...
arXiv preprint arXiv:2308.08155, 2023
4092023
Data lake management: challenges and opportunities
F Nargesian, E Zhu, RJ Miller, KQ Pu, PC Arocena
Proceedings of the VLDB Endowment 12 (12), 1986-1989, 2019
3202019
Table union search on open data
F Nargesian, E Zhu, KQ Pu, RJ Miller
Proceedings of the VLDB Endowment 11 (7), 813-825, 2018
2302018
Josie: Overlap set similarity search for finding joinable tables in data lakes
E Zhu, D Deng, F Nargesian, RJ Miller
Proceedings of the 2019 International Conference on Management of Data, 847-864, 2019
2022019
Flaml: A fast and lightweight automl library
C Wang, Q Wu, M Weimer, E Zhu
Proceedings of Machine Learning and Systems 3, 434-447, 2021
1782021
LSH Ensemble: Internet-scale domain search
E Zhu, F Nargesian, KQ Pu, RJ Miller
Proceedings of the VLDB Endowment 9 (12), 1185-1196, 2016
1762016
Auto-join: Joining tables by leveraging transformations
E Zhu, Y He, S Chaudhuri
Proceedings of the VLDB Endowment 10 (10), 1034-1045, 2017
782017
Organizing data lakes for navigation
F Nargesian, KQ Pu, E Zhu, B Ghadiri Bashardoost, RJ Miller
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
602020
Making Open Data Transparent: Data Discovery on Open Data.
RJ Miller, F Nargesian, E Zhu, C Christodoulakis, KQ Pu, P Andritsos
IEEE Data Eng. Bull. 41 (2), 59-70, 2018
532018
RONIN: data lake exploration
P Ouellette, A Sciortino, F Nargesian, BG Bashardoost, E Zhu, KQ Pu, ...
Proceedings of the VLDB Endowment 14 (12), 2021
392021
Interactive navigation of open data linkages
E Zhu, KQ Pu, F Nargesian, RJ Miller
Proceedings of the VLDB Endowment 10 (12), 1837-1840, 2017
362017
An empirical study on challenging math problem solving with gpt-4
Y Wu, F Jia, S Zhang, H Li, E Zhu, Y Wang, YT Lee, R Peng, Q Wu, ...
arXiv preprint arXiv:2306.01337, 2023
352023
Data Lake Organization
F Nargesian, K Pu, B Ghadiri-Bashardoost, E Zhu, RJ Miller
IEEE Transactions on Knowledge and Data Engineering 35 (1), 237-250, 2022
182022
Searching web data using minhash LSH
BC Rao, E Zhu
Proceedings of the 2016 International Conference on Management of Data, 2257 …, 2016
142016
T-Rex: Optimizing Pattern Search on Time Series
S Huang, E Zhu, S Chaudhuri, L Spiegelberg
Proceedings of the ACM on Management of Data 1 (2), 1-26, 2023
82023
Automatic data transformation using large language model-an experimental study on building energy data
A Sharma, X Li, H Guan, G Sun, L Zhang, L Wang, K Wu, L Cao, E Zhu, ...
2023 IEEE International Conference on Big Data (BigData), 1824-1834, 2023
72023
Autodict: Automated dictionary discovery
F Chiang, P Andritsos, E Zhu, RJ Miller
2012 IEEE 28th International Conference on Data Engineering (ICDE), 1277-1280, 2012
72012
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
Y Wu, F Jia, S Zhang, H Li, E Zhu, Y Wang, YT Lee, R Peng, Q Wu, ...
ICLR 2024 Workshop on Large Language Model (LLM) Agents, 2024
62024
High-Performance Row Pattern Recognition Using Joins
E Zhu, S Huang, S Chaudhuri
Proceedings of the VLDB Endowment 16 (5), 1181-1194, 2023
52023
Optimizing organizations for navigating data lakes
F Nargesian, KQ Pu, E Zhu, BG Bashardoost, RJ Miller
arXiv preprint arXiv:1812.07024, 2018
52018
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Artikelen 1–20