Jianyuan Guo

Jianyuan Guo

Peking University

H-index: 22

Asia-China

About Jianyuan Guo

Jianyuan Guo, With an exceptional h-index of 22 and a recent h-index of 22 (since 2020), a distinguished researcher at Peking University,

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

Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution

A Survey on Transformer Compression

One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation

Gold-YOLO: Efficient object detector via gather-and-distribute mechanism

Vanillanet: the power of minimalism in deep learning

Data-efficient Large Vision Models through Sequential Autoregression

ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks

Jianyuan Guo Information

University

Position

___

Citations(all)

7209

Citations(since 2020)

7204

Cited By

538

hIndex(all)

22

hIndex(since 2020)

22

i10Index(all)

25

i10Index(since 2020)

25

Email

University Profile Page

Peking University

Google Scholar

View Google Scholar Profile

Top articles of Jianyuan Guo

Title

Journal

Author(s)

Publication Date

Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

arXiv preprint arXiv:2402.03749

Jianyuan Guo

Hanting Chen

Chengcheng Wang

Kai Han

Chang Xu

...

2024/2/6

SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution

arXiv preprint arXiv:2402.17133

Chengcheng Wang

Zhiwei Hao

Yehui Tang

Jianyuan Guo

Yujie Yang

...

2024/2/27

A Survey on Transformer Compression

Yehui Tang

Yunhe Wang

Jianyuan Guo

Zhijun Tu

Kai Han

...

2024/2/5

One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation

Advances in Neural Information Processing Systems

Zhiwei Hao

Jianyuan Guo

Kai Han

Yehui Tang

Han Hu

...

2023

Gold-YOLO: Efficient object detector via gather-and-distribute mechanism

Advances in Neural Information Processing Systems

Chengcheng Wang

Wei He

Ying Nie

Jianyuan Guo

Chuanjian Liu

...

2024/2/13

Vanillanet: the power of minimalism in deep learning

Advances in Neural Information Processing Systems

Hanting Chen

Yunhe Wang

Jianyuan Guo

Dacheng Tao

2024/2/13

Data-efficient Large Vision Models through Sequential Autoregression

arXiv preprint arXiv:2402.04841

Jianyuan Guo

Zhiwei Hao

Chengcheng Wang

Yehui Tang

Han Wu

...

2024/2/7

ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks

arXiv preprint arXiv:2306.14525

Kai Han

Yunhe Wang

Jianyuan Guo

Enhua Wu

2023/6/26

Vanillakd: Revisit the power of vanilla knowledge distillation from small scale to large scale

arXiv preprint arXiv:2305.15781

Zhiwei Hao

Jianyuan Guo

Kai Han

Han Hu

Chang Xu

...

2023/5/25

Masked image modeling with local multi-scale reconstruction

CVPR 2023 (Highlight)

Haoqing Wang

Yehui Tang

Yunhe Wang

Jianyuan Guo

Zhi-Hong Deng

...

2023/3/9

Feature extraction method and apparatus

2023/12/28

PanGu-: Enhancing Language Model Architectures via Nonlinearity Compensation

arXiv preprint arXiv:2312.17276

Yunhe Wang

Hanting Chen

Yehui Tang

Tianyu Guo

Kai Han

...

2023/12/27

Method and device for processing data based on multi-layer perceptrons

2023/11/2

A transformer-based object detector with coarse-fine crossing representations

Advances in Neural Information Processing Systems

Zhishan Li

Ying Nie

Kai Han

Jianyuan Guo

Lei Xie

...

2022/12/6

Patch slimming for efficient vision transformers

CVPR 2022

Yehui Tang

Kai Han

Yunhe Wang

Chang Xu

Jianyuan Guo

...

2022

Pyramidtnt: Improved transformer-in-transformer baselines with pyramid architecture

arXiv preprint arXiv:2201.00978

Kai Han

Jianyuan Guo

Yehui Tang

Yunhe Wang

2022/1/4

GhostNetv2: Enhance cheap operation with long-range attention

NeurIPS 2022 (Spotlight)

Yehui Tang

Kai Han

Jianyuan Guo

Chang Xu

Chao Xu

...

2022/11/23

Brain-inspired multilayer perceptron with spiking neurons

Wenshuo Li

Hanting Chen

Jianyuan Guo

Ziyang Zhang

Yunhe Wang

2022

Vision gnn: An image is worth graph of nodes

NeurIPS 2022

Kai Han

Yunhe Wang

Jianyuan Guo

Yehui Tang

Enhua Wu

2022/6/1

An image patch is a wave: Phase-aware vision mlp

CVPR 2022 (Oral)

Yehui Tang

Kai Han

Jianyuan Guo

Chang Xu

Yanxi Li

...

2022

See List of Professors in Jianyuan Guo University(Peking University)