Zhouyuan Huo

基本信息

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职业迁徙

个人简介

His research interests include Distributed Machine Learning, Federated Learning, Large-Scale Data Mining, Deep Learning, Computer Vision, Natural Language Processing, Biomedical Data Science.

研究兴趣

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JOIST: A Joint Speech and Text Streaming Model for ASR

Tara N. Sainath,Rohit Prabhavalkar,Ankur Bapna,Yu Zhang,Zhouyuan Huo,Zhehuai Chen,Bo Li,Weiran Wang,Trevor Strohman

2022 IEEE Spoken Language Technology Workshop (SLT)pp.52-59, (2023)

引用16浏览0EIWOS引用

A new large-scale learning algorithm for generalized additive models

Bin Gu, Chenkang Zhang,Zhouyuan Huo,Heng Huang

Mach. Learn.no. 9 (2023): 3077-3104

引用0浏览0EI引用

Efficient Domain Adaptation for Speech Foundation Models

Bo Li,Dongseong Hwang,Zhouyuan Huo,Junwen Bai, Guru Prakash,Tara N. Sainath,Khe Chai Sim,Yu Zhang, Wei Han,Trevor Strohman,Francoise Beaufays

arxiv（2023）

引用0浏览0EIWOS引用

Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism

Xiaohan Zhao,Hualin Zhang,Zhouyuan Huo,Bin Gu

NeurIPS 2023 (2023)

引用0浏览0引用

Improving Speech Recognition for African American English With Audio Classification

Shefali Garg,Zhouyuan Huo,Khe Chai Sim,Suzan Schwartz, Mason Chua,Alëna Aksënova,Tsendsuren Munkhdalai, Levi King, Darryl Wright,Zion Mengesha,Dongseong Hwang, Tara Sainath,

CoRR (2023)

引用0浏览0EI引用

Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning

Bin Gu,An Xu,Zhouyuan Huo,Cheng Deng,Heng Huang

IEEE Transactions on Neural Networks and Learning Systems（2022）

引用78浏览0WOSEI引用

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning

Dongseong Hwang,Ananya Misra,Zhouyuan Huo,Nikhil Siddhartha,Shefali Garg,David Qiu,Khe Chai Sim,Trevor Strohman,Françoise Beaufays,Yanzhang He

ICASSP（2022）

引用32浏览0EIWOS引用

Pseudo Label Is Better Than Human Label

Dongseong Hwang,Khe Chai Sim,Zhouyuan Huo,Trevor Strohman

INTERSPEECH（2022）

引用3浏览0EI引用

Scaling Up Generalized Kernel Methods

Bin Gu,Zhiyuan Dang,Zhouyuan Huo,Cheng Deng,Heng Huang

IEEE Transactions on Pattern Analysis and Machine Intelligence（2022）

引用0浏览0WOSEI引用

Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device

Zhouyuan Huo,Dongseong Hwang,Khe Chai Sim,Shefali Garg,Ananya Misra,Nikhil Siddhartha,Trevor Strohman,Françoise Beaufays

arxiv（2022）

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论文共 55 篇作者统计合作学者相似作者