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2020 – today
- 2025
[c9]Will Epperson
, Gagan Bansal, Victor C. Dibia, Adam Fourney, Jack Gerrits, Erkang (Eric) Zhu, Saleema Amershi:
Interactive Debugging and Steering of Multi-Agent AI Systems. CHI 2025: 156:1-156:15- [i8]Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney, Jack Gerrits, Erkang Zhu, Saleema Amershi:
Interactive Debugging and Steering of Multi-Agent AI Systems. CoRR abs/2503.02068 (2025) - 2024
- [i7]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) - [i6]Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi:
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks. CoRR abs/2411.04468 (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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