Erkang Zhu

30 papers A* 1B 2Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Interactive Debugging and Steering of Multi-Agent AI Systems.
CoRR
Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney, Jack Gerrits, Erkang Zhu, Saleema Amershi
2025 J jnl
Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents.
CoRR
Enhao Zhang, Erkang Zhu, Gagan Bansal, Adam Fourney, Hussein Mozannar, Jack Gerrits
2024 — conf
AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems.
EMNLP (System Demonstrations)
Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi
2024 J jnl
AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems.
CoRR
Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi
2024 J jnl
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.
CoRR
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
2023 J jnl
An Empirical Study on Challenging Math Problem Solving with GPT-4.
CoRR
Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
2023 J jnl
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework.
CoRR
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Shaokun Zhang, Erkang Zhu, Beibin Li, Li Jiang, Xiaoyun Zhang, Chi Wang
2023 B conf
Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data.
IEEE Big Data
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
2023 J jnl
Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data.
CoRR
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
2023 J jnl
Data Lake Organization.
IEEE Trans. Knowl. Data Eng.
Fatemeh Nargesian, Ken Q. Pu, Bahar Ghadiri Bashardoost, Erkang Zhu, Renée J. Miller
2023 J jnl
High-Performance Row Pattern Recognition Using Joins.
Proc. VLDB Endow.
Erkang Zhu, Silu Huang, Surajit Chaudhuri
2023 J jnl
T-Rex: Optimizing Pattern Search on Time Series.
Proc. ACM Manag. Data
Silu Huang, Erkang Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
2021 — conf
FLAML: A Fast and Lightweight AutoML Library.
MLSys
Chi Wang, Qingyun Wu, Markus Weimer, Erkang Zhu
2021 J jnl
RONIN: Data Lake Exploration.
Proc. VLDB Endow.
Paul Ouellette, Aidan Sciortino, Fatemeh Nargesian, Bahar Ghadiri Bashardoost, Erkang Zhu, Ken Q. Pu, Renée J. Miller
2020 — conf
Organizing Data Lakes for Navigation.
SIGMOD Conference
Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller
2020 B conf
Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores.
SISAP
Fabian Fier, Tianzheng Wang, Erkang Zhu, Johann-Christoph Freytag
2019 J jnl
Data Lake Management: Challenges and Opportunities.
Proc. VLDB Endow.
Fatemeh Nargesian, Erkang Zhu, Renée J. Miller, Ken Q. Pu, Patricia C. Arocena
2019 — conf
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes.
SIGMOD Conference
Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller
2019 — —
Search and Join Algorithms for Tables in Data Lakes.
Erkang Zhu
2019 J jnl
VISE: Vehicle Image Search Engine with Traffic Camera.
Proc. VLDB Endow.
Hyewon Choi, Erkang Zhu, Arsala Bangash, Renée J. Miller
2018 J jnl
Making Open Data Transparent: Data Discovery on Open Data.
IEEE Data Eng. Bull.
Renée J. Miller, Fatemeh Nargesian, Erkang Zhu, Christina Christodoulakis, Ken Q. Pu, Periklis Andritsos
2018 J jnl
Optimizing Organizations for Navigating Data Lakes.
CoRR
Fatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller
2018 J jnl
Table Union Search on Open Data.
Proc. VLDB Endow.
Fatemeh Nargesian, Erkang Zhu, Ken Q. Pu, Renée J. Miller
2017 J jnl
Auto-Join: Joining Tables by Leveraging Transformations.
Proc. VLDB Endow.
Erkang Zhu, Yeye He, Surajit Chaudhuri
2017 J jnl
Interactive Navigation of Open Data Linkages.
Proc. VLDB Endow.
Erkang Zhu, Ken Q. Pu, Fatemeh Nargesian, Renée J. Miller
2016 J jnl
LSH Ensemble: Internet Scale Domain Search.
CoRR
Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller
2016 J jnl
LSH Ensemble: Internet-Scale Domain Search.
Proc. VLDB Endow.
Erkang Zhu, Fatemeh Nargesian, Ken Q. Pu, Renée J. Miller
2016 — conf
Searching Web Data using MinHash LSH.
SIGMOD Conference
BiChen Rao, Erkang Zhu
2015 — conf
LinkedCT Live: Platform for Online Curation of Clinical Trials Data.
ISWC (Posters & Demos)
Oktie Hassanzadeh, Renée J. Miller, Fatemeh Nargesian, Erkang Zhu
2012 A* conf
AutoDict: Automated Dictionary Discovery.
ICDE
Fei Chiang, Periklis Andritsos, Erkang Zhu, Renée J. Miller