Xuanyi Dong

Xuanyi Dong

University of Technology

H-index: 29

Asia-India

About Xuanyi Dong

Xuanyi Dong, With an exceptional h-index of 29 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Technology, specializes in the field of Automated Machine Learning, Deep Learning, Computer Vision.

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

Symbolic discovery of optimization algorithms

Neural architecture and hardware accelerator search

Hierarchical Recognizing Vector Graphics and A New Chart-based Vector Graphics Dataset

Gemini: a family of highly capable multimodal models

Automated deep learning: Neural architecture search is not the end

Doremi: Optimizing data mixtures speeds up language model pretraining

PyGlove: Efficiently Exchanging ML Ideas as Code

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version

Xuanyi Dong Information

University

Position

___

Citations(all)

6546

Citations(since 2020)

6386

Cited By

2145

hIndex(all)

29

hIndex(since 2020)

29

i10Index(all)

33

i10Index(since 2020)

33

Email

University Profile Page

University of Technology

Google Scholar

View Google Scholar Profile

Xuanyi Dong Skills & Research Interests

Automated Machine Learning

Deep Learning

Computer Vision

Top articles of Xuanyi Dong

Title

Journal

Author(s)

Publication Date

Symbolic discovery of optimization algorithms

Advances in Neural Information Processing Systems

Xiangning Chen

Chen Liang

Da Huang

Esteban Real

Kaiyuan Wang

...

2024/2/13

Neural architecture and hardware accelerator search

2024/1/4

Hierarchical Recognizing Vector Graphics and A New Chart-based Vector Graphics Dataset

IEEE Transactions on Pattern Analysis and Machine Intelligence

Shuguang Dou

Xinyang Jiang

Lu Liu

Lu Ying

Caihua Shan

...

2024/4/26

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

Automated deep learning: Neural architecture search is not the end

Xuanyi Dong

David Jacob Kedziora

Katarzyna Musial

Bogdan Gabrys

2024/2/26

Doremi: Optimizing data mixtures speeds up language model pretraining

Advances in Neural Information Processing Systems

Sang Michael Xie

Hieu Pham

Xuanyi Dong

Nan Du

Hanxiao Liu

...

2024/2/13

PyGlove: Efficiently Exchanging ML Ideas as Code

arXiv preprint arXiv:2302.01918

Daiyi Peng

Xuanyi Dong

Esteban Real

Yifeng Lu

Quoc V Le

2023/2/3

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version

arXiv preprint arXiv:2204.13767

Razvan-Gabriel Cirstea

Chenjuan Guo

Bin Yang

Tung Kieu

Xuanyi Dong

...

2022/4/28

Towards the Co-design of Neural Networks and Accelerators

Yanqi Zhou

Xuanyi Dong

Tianjian Meng

Mingxing Tan

Berkin Akin

...

2022/4/22

Isometric Propagation Network for Generalized Zero-shot Learning

Lu Liu

Tianyi Zhou

Guodong Long

Jing Jiang

Xuanyi Dong

...

2021/2/3

Auto-navigator: Decoupled neural architecture search for visual navigation

Tianqi Tang

Xin Yu

Xuanyi Dong

Yi Yang

2021

Joint Architecture And Hyper-Parameter Search For Machine Learning Models

2021/12/9

Recognizing Vector Graphics without Rasterization

Xinyang Jiang

Lu Liu

Caihua Shan

Yifei Shen

Xuanyi Dong

...

2021/11/5

NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size

IEEE transactions on pattern analysis and machine intelligence

Xuanyi Dong

Lu Liu

Katarzyna Musial

Bogdan Gabrys

2021/1/26

Full-cycle energy consumption benchmark for low-carbon computer vision

arXiv preprint arXiv:2108.13465

Bo Li

Xinyang Jiang

Donglin Bai

Yuge Zhang

Ningxin Zheng

...

2021/8/30

AutoHAS: Efficient Hyperparameter and Architecture Search

Xuanyi Dong

Mingxing Tan

Adams Wei Yu

Daiyi Peng

Bogdan Gabrys

...

2021

Efficient and Reproducible Automated Deep Learning

Xuanyi Dong

2021

PyGlove: Symbolic Programming for Automated Machine Learning

Advances in Neural Information Processing Systems (NeurIPS)

Daiyi Peng

Xuanyi Dong

Esteban Real

Mingxing Tan

Yifeng Lu

...

2020

When Humans Meet Machines: Towards Efficient Segmentation Networks

Peike Li

Xuanyi Dong

Xin Yu

Yi Yang

2020

Self-paced Multi-view Co-training

Journal of Machine Learning Research

Fan Ma

Deyu Meng

Xuanyi Dong

Yi Yang

2020/1/1

See List of Professors in Xuanyi Dong University(University of Technology)

Co-Authors

H-index: 95
Percy Liang

Percy Liang

Stanford University

H-index: 74
Ivor W. Tsang, IEEE Fellow

Ivor W. Tsang, IEEE Fellow

University of Technology

H-index: 54
Tengyu MA

Tengyu MA

Stanford University

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