Huaixiu Zheng

Huaixiu Zheng

Yale University

H-index: 28

North America-United States

About Huaixiu Zheng

Huaixiu Zheng, With an exceptional h-index of 28 and a recent h-index of 24 (since 2020), a distinguished researcher at Yale University, specializes in the field of Deep Learning, ConversationalAI/NLP, Topological Quantum Computation, Quantum Error Correction, Quantum Phase Transition/Wavegu.

His recent articles reflect a diverse array of research interests and contributions to the field:

Self-discover: Large language models self-compose reasoning structures

Best Practices and Lessons Learned on Synthetic Data for Language Models

In-Context Principle Learning from Mistakes

Gemini: a family of highly capable multimodal models

Take a step back: Evoking reasoning via abstraction in large language models

Large language models cannot self-correct reasoning yet

Palm 2 technical report

Transcending scaling laws with 0.1% extra compute

Huaixiu Zheng Information

University

Position

Google Brain

Citations(all)

4553

Citations(since 2020)

2962

Cited By

2098

hIndex(all)

28

hIndex(since 2020)

24

i10Index(all)

36

i10Index(since 2020)

33

Email

University Profile Page

Yale University

Google Scholar

View Google Scholar Profile

Huaixiu Zheng Skills & Research Interests

Deep Learning

ConversationalAI/NLP

Topological Quantum Computation

Quantum Error Correction

Quantum Phase Transition/Wavegu

Top articles of Huaixiu Zheng

Title

Journal

Author(s)

Publication Date

Self-discover: Large language models self-compose reasoning structures

arXiv preprint arXiv:2402.03620

Pei Zhou

Jay Pujara

Xiang Ren

Xinyun Chen

Heng-Tze Cheng

...

2024/2/6

Best Practices and Lessons Learned on Synthetic Data for Language Models

arXiv preprint arXiv:2404.07503

Ruibo Liu

Jerry Wei

Fangyu Liu

Chenglei Si

Yanzhe Zhang

...

2024/4/11

In-Context Principle Learning from Mistakes

arXiv preprint arXiv:2402.05403

Tianjun Zhang

Aman Madaan

Luyu Gao

Steven Zheng

Swaroop Mishra

...

2024/2/8

Gemini: a family of highly capable multimodal models

arXiv preprint arXiv:2312.11805

Gemini Team

Rohan Anil

Sebastian Borgeaud

Yonghui Wu

Jean-Baptiste Alayrac

...

2023/12/19

Take a step back: Evoking reasoning via abstraction in large language models

ICLR

Huaixiu Steven Zheng

Swaroop Mishra

Xinyun Chen

Heng-Tze Cheng

Ed H Chi

...

2023/10/9

Large language models cannot self-correct reasoning yet

arXiv preprint arXiv:2310.01798

Jie Huang

Xinyun Chen

Swaroop Mishra

Huaixiu Steven Zheng

Adams Wei Yu

...

2023/10/3

Palm 2 technical report

arXiv preprint arXiv:2305.10403

Rohan Anil

Andrew M Dai

Orhan Firat

Melvin Johnson

Dmitry Lepikhin

...

2023/5/17

Transcending scaling laws with 0.1% extra compute

arXiv preprint arXiv:2210.11399

Yi Tay

Jason Wei

Hyung Won Chung

Vinh Q Tran

David R So

...

2022/10/20

Hyperprompt: Prompt-based task-conditioning of transformers

Yun He

Steven Zheng

Yi Tay

Jai Gupta

Yu Du

...

2022/6/28

Ul2: Unifying language learning paradigms

Yi Tay

Mostafa Dehghani

Vinh Q Tran

Xavier Garcia

Jason Wei

...

2022

Lamda: Language models for dialog applications

arXiv preprint arXiv:2201.08239

Romal Thoppilan

Daniel De Freitas

Jamie Hall

Noam Shazeer

Apoorv Kulshreshtha

...

2022/1/20

Ext5: Towards extreme multi-task scaling for transfer learning

ICLR 2022

Vamsi Aribandi

Yi Tay

Tal Schuster

Jinfeng Rao

Huaixiu Steven Zheng

...

2021/11/22

Joint contextual modeling for asr correction and language understanding

Yue Weng

Sai Sumanth Miryala

Chandra Khatri

Runze Wang

Huaixiu Zheng

...

2020/5/4

Exploration based language learning for text-based games

arXiv preprint arXiv:2001.08868

Andrea Madotto

Mahdi Namazifar

Joost Huizinga

Piero Molino

Adrien Ecoffet

...

2020/1/24

See List of Professors in Huaixiu Zheng University(Yale University)

Co-Authors

H-index: 64
Walter Duley

Walter Duley

University of Waterloo

H-index: 61
Harold U Baranger

Harold U Baranger

Duke University

H-index: 44
Zhengfei Wang

Zhengfei Wang

University of Science and Technology of China

H-index: 44
Qunxiang Li

Qunxiang Li

University of Science and Technology of China

H-index: 38
Alex Smirnov

Alex Smirnov

North Carolina State University

H-index: 34
Gleb Finkelstein

Gleb Finkelstein

Duke University

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