Shaokai Ye

Shaokai Ye

École Polytechnique Fédérale de Lausanne

H-index: 16

Europe-Switzerland

About Shaokai Ye

Shaokai Ye, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Animal behavior, Domain Adaptation, Robustness, Model Compression.

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

AmadeusGPT: a natural language interface for interactive animal behavioral analysis

Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics

SuperAnimal models pretrained for plug-and-play analysis of animal behavior

Towards robust vision transformer

Enhance the visual representation via discrete adversarial training

Multi-animal pose estimation, identification and tracking with DeepLabCut

Qair: Practical query-efficient black-box attacks for image retrieval

Non-structured DNN weight pruning—Is it beneficial in any platform?

Shaokai Ye Information

University

Position

___

Citations(all)

1871

Citations(since 2020)

1850

Cited By

431

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

École Polytechnique Fédérale de Lausanne

Google Scholar

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Shaokai Ye Skills & Research Interests

Animal behavior

Domain Adaptation

Robustness

Model Compression

Top articles of Shaokai Ye

Title

Journal

Author(s)

Publication Date

AmadeusGPT: a natural language interface for interactive animal behavioral analysis

Neurips 2023

Shaokai Ye

Jessy Lauer

Mu Zhou

Alexander Mathis

Mackenzie W Mathis

2023/7/10

Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics

BioRxiv

Caleb Weinreb

Jonah Pearl

Sherry Lin

Mohammed Abdal Monium Osman

Libby Zhang

...

2023/3/17

SuperAnimal models pretrained for plug-and-play analysis of animal behavior

arXiv preprint arXiv:2203.07436

Shaokai Ye

Anastasiia Filippova

Jessy Lauer

Maxime Vidal

Steffen Schneider

...

2022/3/14

Towards robust vision transformer

Xiaofeng Mao

Gege Qi

Yuefeng Chen

Xiaodan Li

Ranjie Duan

...

2022

Enhance the visual representation via discrete adversarial training

Advances in Neural Information Processing Systems

Xiaofeng Mao

Yuefeng Chen

Ranjie Duan

Yao Zhu

Gege Qi

...

2022/12/6

Multi-animal pose estimation, identification and tracking with DeepLabCut

Nature Methods

Jessy Lauer

Mu Zhou

Shaokai Ye

William Menegas

Steffen Schneider

...

2022/4

Qair: Practical query-efficient black-box attacks for image retrieval

Xiaodan Li

Jinfeng Li

Yuefeng Chen

Shaokai Ye

Yuan He

...

2021

Non-structured DNN weight pruning—Is it beneficial in any platform?

IEEE transactions on neural networks and learning systems

Xiaolong Ma

Sheng Lin

Shaokai Ye

Zhezhi He

Linfeng Zhang

...

2021/3/18

Structadmm: Achieving ultrahigh efficiency in structured pruning for dnns

IEEE transactions on neural networks and learning systems

Tianyun Zhang

Shaokai Ye

Xiaoyu Feng

Xiaolong Ma

Kaiqi Zhang

...

2021/2/15

Adversarial laser beam: Effective physical-world attack to dnns in a blink

Ranjie Duan

Xiaofeng Mao

A Kai Qin

Yuefeng Chen

Shaokai Ye

...

2021

PIM-prune: Fine-grain DCNN pruning for crossbar-based process-in-memory architecture

Chaoqun Chu

Yanzhi Wang

Yilong Zhao

Xiaolong Ma

Shaokai Ye

...

2020/7/20

Pcnn: Pattern-based fine-grained regular pruning towards optimizing cnn accelerators

Zhanhong Tan

Jiebo Song

Xiaolong Ma

Sia-Huat Tan

Hongyang Chen

...

2020/7/20

Light-weight calibrator: a separable component for unsupervised domain adaptation

Shaokai Ye

Kailu Wu

Mu Zhou

Yunfei Yang

Sia Huat Tan

...

2020

See List of Professors in Shaokai Ye University(École Polytechnique Fédérale de Lausanne)

Co-Authors

H-index: 55
Jian Tang

Jian Tang

Syracuse University

H-index: 29
Makan Fardad

Makan Fardad

Syracuse University

H-index: 23
Alexander Mathis

Alexander Mathis

École Polytechnique Fédérale de Lausanne

H-index: 23
Mackenzie Weygandt Mathis

Mackenzie Weygandt Mathis

École Polytechnique Fédérale de Lausanne

H-index: 6
Kaiqi Zhang

Kaiqi Zhang

Syracuse University

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