Erkang (Eric) Zhu

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

Preprint

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

Preprint | August 2024

Publication Video Video Project

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

Publication Video Video Project

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

Publication Github Project Project

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

Publication

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

Publication

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

Publication

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

Publication Video Video Github Project

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

Preprint

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

Preprint | August 2024

Publication Video Video Project

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

Publication Video Video Project

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

Publication Github Project Project

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

Publication Video Video Github Project

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

Preprint | August 2024

Publication Video Video Project

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

Publication Video Video Project

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

Publication

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

Publication

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

Publication

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

Publication Video Video Github Project

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

Preprint

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

Publication

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

Publication

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

Preprint | August 2024

Publication Video Video Project

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

Publication

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

Publication Video Video Project

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

Publication Video Video Github Project

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

Publication Github Project Project