徐元仲 - Google | 人才画像

基本信息

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职业迁徙

个人简介

I co-created GSPMD, a system that powers many of Google's recent large models (PaLM, GLaM, BigSSL, Parti, T5X, M4). I also help its adoption by working with researchers, and sometimes deep-dive into modeling itself

研究兴趣

论文共 23 篇作者统计合作学者相似作者

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Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models

Shibo Wang, Jinliang Wei,Amit Sabne, Andy Davis,Berkin Ilbeyi,Blake Hechtman,Dehao Chen,Karthik Srinivasa Murthy, Marcello Maggioni, Qiao Zhang, Sameer Kumar, Tongfei Guo,

ASPLOS (1)（2023）

引用2浏览0EI引用

Vector-quantized Image Modeling with Improved VQGAN

Jiahui Yu,Xin Li,Jing Yu Koh,Han Zhang,Ruoming Pang,James Qin,Alexander Ku,Yuanzhong Xu,Jason Baldridge,Yonghui Wu

International Conference on Learning Representations (ICLR)（2022）

引用65浏览0EI引用

GLaM: Efficient Scaling of Language Models with Mixture-of-Experts

Nan Du,Yanping Huang,Andrew M. Dai,Simon Tong,Dmitry Lepikhin,Yuanzhong Xu,Maxim Krikun,Yanqi Zhou,Adams Wei Yu,Orhan Firat,Barret Zoph,Liam Fedus,

ICML（2022）

引用93浏览0EI引用

LaMDA: Language Models for Dialog Applications

Romal Thoppilan, Daniel De Freitas, Jamie Hall,Noam Shazeer, Apoorv Kulshreshtha,Heng-Tze Cheng, Alicia Jin, Taylor Bos, Leslie Baker,Yu Du,YaGuang Li, Hongrae Lee,

arxiv（2022）

引用336浏览0引用

336

Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning

Lianmin Zheng,Zhuohan Li,Hao Zhang,Yonghao Zhuang,Zhifeng Chen,Yanping Huang,Yida Wang,Yuanzhong Xu,Danyang Zhuo, Eric P. Xing,Joseph E. Gonzalez, Ion Stoica

OSDI（2022）

引用39浏览0EI引用

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition

Yu Zhang,Daniel S. Park,Wei Han,James Qin,Anmol Gulati,Joel Shor,Aren Jansen,Yuanzhong Xu,Yanping Huang, Shibo Wang,Zongwei Zhou,Bo Li,

IEEE Journal of Selected Topics in Signal Processing（2022）

引用68浏览0EIWOS引用

Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Jiahui Yu,Yuanzhong Xu,Jing Yu Koh, Thang Luong,Gunjan Baid,Zirui Wang,Vijay Vasudevan,Alexander Ku,Yinfei Yang, Burcu Karagol Ayan,Ben Hutchinson,Wei Han,

arxiv（2022）

引用229浏览0EI引用

229

GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Dmitry Lepikhin,HyoukJoong Lee,Yuanzhong Xu,Dehao Chen,Orhan Firat,Yanping Huang,Maxim Krikun,Noam Shazeer,Zhifeng Chen

ICLR（2021）

引用1浏览0EI引用

A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers

Phitchaya Mangpo Phothilimthana, Amit Sabne, Nikhil Sarda, Karthik Srinivasa Murthy,Yanqi Zhou,Christof Angermueller, Mike Burrows, Sudip Roy, Ketan Mandke, Rezsa Farahani,Yu Emma Wang, Berkin Ilbeyi,

2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT)（2021）

引用0浏览0EIWOS引用

GSPMD: General and Scalable Parallelization for ML Computation Graphs

Yuanzhong Xu,HyoukJoong Lee,Dehao Chen,Blake Hechtman,Yanping Huang, Rahul Joshi,Maxim Krikun,Dmitry Lepikhin, Andy Ly, Marcello Maggioni,Ruoming Pang,Noam Shazeer,

arxiv（2021）

引用30浏览0EI引用

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Yuanzhong Xu(徐元仲)

Senior Staff Software Engineer

论文共 23 篇作者统计合作学者相似作者