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Erkang Zhu
Erkang Zhu
Microsoft Research, University of Toronto
Bestätigte E-Mail-Adresse bei microsoft.com - Startseite
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Zitiert von
Zitiert von
Jahr
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 3 (4), 2023
9252023
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
3682019
Table union search on open data
F Nargesian, E Zhu, KQ Pu, RJ Miller
Proceedings of the VLDB Endowment 11 (7), 813-825, 2018
2662018
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
2352021
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
2322019
LSH Ensemble: Internet-scale domain search
E Zhu, F Nargesian, KQ Pu, RJ Miller
Proceedings of the VLDB Endowment 9 (12), 1185-1196, 2016
2032016
Auto-join: Joining tables by leveraging transformations
E Zhu, Y He, S Chaudhuri
Proceedings of the VLDB Endowment 10 (10), 1034-1045, 2017
812017
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
692020
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
642018
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 e-prints, arXiv: 2306.01337, 2023
522023
RONIN: data lake exploration
P Ouellette, A Sciortino, F Nargesian, BG Bashardoost, E Zhu, KQ Pu, ...
Proceedings of the VLDB Endowment 14 (12), 2021
482021
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
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
262022
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, ...
arXiv preprint arXiv:2306.01337, 2023
252023
Magentic-one: A generalist multi-agent system for solving complex tasks
A Fourney, G Bansal, H Mozannar, C Tan, E Salinas, F Niedtner, ...
arXiv preprint arXiv:2411.04468, 2024
192024
Autogen: Enabling next-gen LLM applications via multi-agent conversation framework (2023)
Q Wu, G Bansal, J Zhang, Y Wu, S Zhang, E Zhu, B Li, L Jiang, X Zhang, ...
arXiv preprint arXiv:2308.08155, 2023
152023
Searching web data using minhash LSH
BC Rao, E Zhu
Proceedings of the 2016 International Conference on Management of Data, 2257 …, 2016
142016
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
122023
& Wang, C.(2023). Autogen: Enabling next-gen llm applications via multi-agent conversation framework
Q Wu, G Bansal, J Zhang, Y Wu, S Zhang, E Zhu
arXiv preprint arXiv:2308.08155, 0
10
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
92023
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