Interactive Debugging and Steering of Multi-Agent AI Systems
Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney (adamfo), Jack Gerrits, Erkang (Eric) Zhu, Saleema Amershi
CHI 2025 | April 2025
Erkang (Eric) Zhu
Principal Researcher
Publications
Publications by Year
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Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) 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
MSR-TR-2024-47 | November 2024
Published by Microsoft
AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems
Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang (Eric) Zhu, Chi Wang, Saleema Amershi
August 2024
Preprint
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
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An Empirical Study on Challenging Math Problem Solving with GPT-4
Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang (Eric) Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
June 2023
T-ReX: Optimizing Pattern Search on Time Series (Extended Version)
Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
MSR-TR-2023-12 | March 2023
Published by Microsoft
High-Performance Row Pattern Recognition Using Joins
Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
Proceedings of the VLDB Endowment | February 2023, Vol 16(5): pp. 1181-1194
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High-Performance Row Pattern Recognition Using Joins (Technical Report)
Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
MSR-TR-2022-34 | May 2022
Published by Microsoft
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FLAML: A Fast and Lightweight AutoML Library
Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
Publications by Research Area
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Interactive Debugging and Steering of Multi-Agent AI Systems
Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney (adamfo), Jack Gerrits, Erkang (Eric) Zhu, Saleema Amershi
CHI 2025 | April 2025
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) 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
MSR-TR-2024-47 | November 2024
Published by Microsoft
AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems
Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang (Eric) Zhu, Chi Wang, Saleema Amershi
August 2024
Preprint
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
An Empirical Study on Challenging Math Problem Solving with GPT-4
Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang (Eric) Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
June 2023
FLAML: A Fast and Lightweight AutoML Library
Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
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Interactive Debugging and Steering of Multi-Agent AI Systems
Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney (adamfo), Jack Gerrits, Erkang (Eric) Zhu, Saleema Amershi
CHI 2025 | April 2025
AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems
Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang (Eric) Zhu, Chi Wang, Saleema Amershi
August 2024
Preprint
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
-
T-ReX: Optimizing Pattern Search on Time Series (Extended Version)
Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
MSR-TR-2023-12 | March 2023
Published by Microsoft
High-Performance Row Pattern Recognition Using Joins
Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
Proceedings of the VLDB Endowment | February 2023, Vol 16(5): pp. 1181-1194
High-Performance Row Pattern Recognition Using Joins (Technical Report)
Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
MSR-TR-2022-34 | May 2022
Published by Microsoft
FLAML: A Fast and Lightweight AutoML Library
Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
Publications by Type
-
Interactive Debugging and Steering of Multi-Agent AI Systems
Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney (adamfo), Jack Gerrits, Erkang (Eric) Zhu, Saleema Amershi
CHI 2025 | April 2025
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
COLM 2024 | August 2024
Best Paper, LLM Agents Workshop ICLR'24
FLAML: A Fast and Lightweight AutoML Library
Chi Wang, Qingyun Wu, Markus Weimer, Erkang (Eric) Zhu
Fourth Conference on Machine Learning and Systems (MLSys 2021) | April 2021
-
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) 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
MSR-TR-2024-47 | November 2024
Published by Microsoft
T-ReX: Optimizing Pattern Search on Time Series (Extended Version)
Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg
MSR-TR-2023-12 | March 2023
Published by Microsoft
High-Performance Row Pattern Recognition Using Joins (Technical Report)
Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
MSR-TR-2022-34 | May 2022
Published by Microsoft
-
-
An Empirical Study on Challenging Math Problem Solving with GPT-4
Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang (Eric) Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang
June 2023
-
High-Performance Row Pattern Recognition Using Joins
Erkang (Eric) Zhu, Silu Huang, Surajit Chaudhuri
Proceedings of the VLDB Endowment | February 2023, Vol 16(5): pp. 1181-1194