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Jun Zhu

About Jun Zhu

Jun Zhu, With an exceptional h-index of 75 and a recent h-index of 62 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Machine Learning, Bayesian Methods, Deep Generative Models, Adversarial Robustness, Reinforcement Learning.

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

DGPO: discovering multiple strategies with diversity-guided policy optimization

A comprehensive survey of continual learning: Theory, method and application

Hierarchical decomposition of prompt-based continual learning: Rethinking obscured sub-optimality

Memory efficient optimizers with 4-bit states

Learning sample difficulty from pre-trained models for reliable prediction

Towards Accelerated Model Training via Bayesian Data Selection

Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation

Dpm-solver-v3: Improved diffusion ode solver with empirical model statistics

Jun Zhu Information

University

Position

Professor of Computer Science

Citations(all)

26205

Citations(since 2020)

21675

Cited By

9919

hIndex(all)

75

hIndex(since 2020)

62

i10Index(all)

256

i10Index(since 2020)

225

Email

University Profile Page

Google Scholar

Jun Zhu Skills & Research Interests

Machine Learning

Bayesian Methods

Deep Generative Models

Adversarial Robustness

Reinforcement Learning

Top articles of Jun Zhu

DGPO: discovering multiple strategies with diversity-guided policy optimization

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Shiyu Huang
Shiyu Huang

H-Index: 3

Tim Pearce
Tim Pearce

H-Index: 6

Ting Chen
Ting Chen

H-Index: 4

Jun Zhu
Jun Zhu

H-Index: 2

A comprehensive survey of continual learning: Theory, method and application

2024/2/26

Xingxing Zhang
Xingxing Zhang

H-Index: 25

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Hierarchical decomposition of prompt-based continual learning: Rethinking obscured sub-optimality

Advances in Neural Information Processing Systems

2024/2/13

Jingyi Xie
Jingyi Xie

H-Index: 2

Xingxing Zhang
Xingxing Zhang

H-Index: 25

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Memory efficient optimizers with 4-bit states

Advances in Neural Information Processing Systems

2024/2/13

Jianfei Chen
Jianfei Chen

H-Index: 6

Jun Zhu
Jun Zhu

H-Index: 2

Learning sample difficulty from pre-trained models for reliable prediction

Advances in Neural Information Processing Systems

2024/2/13

Peng Cui
Peng Cui

H-Index: 4

Dan Zhang
Dan Zhang

H-Index: 15

Zhijie Deng
Zhijie Deng

H-Index: 5

Yinpeng Dong
Yinpeng Dong

H-Index: 18

Jun Zhu
Jun Zhu

H-Index: 2

Towards Accelerated Model Training via Bayesian Data Selection

Advances in Neural Information Processing Systems

2024/2/13

Zhijie Deng
Zhijie Deng

H-Index: 5

Peng Cui
Peng Cui

H-Index: 4

Jun Zhu
Jun Zhu

H-Index: 2

Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation

Advances in Neural Information Processing Systems

2024/2/13

Yilin Lyu
Yilin Lyu

H-Index: 1

Xingxing Zhang
Xingxing Zhang

H-Index: 25

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Dpm-solver-v3: Improved diffusion ode solver with empirical model statistics

Advances in Neural Information Processing Systems

2024/2/13

Kaiwen Zheng
Kaiwen Zheng

H-Index: 2

Cheng Lu
Cheng Lu

H-Index: 1

Jianfei Chen
Jianfei Chen

H-Index: 6

Jun Zhu
Jun Zhu

H-Index: 2

Diffusion models and semi-supervised learners benefit mutually with few labels

Advances in Neural Information Processing Systems

2024/2/13

Yong Zhong
Yong Zhong

H-Index: 7

Jiacheng Sun
Jiacheng Sun

H-Index: 8

Chongxuan Li
Chongxuan Li

H-Index: 9

Jun Zhu
Jun Zhu

H-Index: 2

A comprehensive study on robustness of image classification models: Benchmarking and rethinking

arXiv preprint arXiv:2302.14301

2023/2/28

Chang Liu
Chang Liu

H-Index: 7

Yinpeng Dong
Yinpeng Dong

H-Index: 18

Xiao Yang
Xiao Yang

H-Index: 9

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Yuan He
Yuan He

H-Index: 6

Hui Xue
Hui Xue

H-Index: 6

Shibao Zheng
Shibao Zheng

H-Index: 11

Toward the third generation artificial intelligence

2023/2

Bo Zhang
Bo Zhang

H-Index: 8

Jun Zhu
Jun Zhu

H-Index: 2

Hang Su
Hang Su

H-Index: 3

Detection transformer with stable matching

2023

Shilong Liu
Shilong Liu

H-Index: 10

Jiayu Chen
Jiayu Chen

H-Index: 22

Zhaoyang Zeng
Zhaoyang Zeng

H-Index: 4

Hao Zhang
Hao Zhang

H-Index: 7

Feng Li
Feng Li

H-Index: 5

Hongyang Li
Hongyang Li

H-Index: 2

Jun Huang
Jun Huang

H-Index: 13

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Lei Zhang
Lei Zhang

H-Index: 20

Benchmarking robustness of 3d object detection to common corruptions

2023

Yinpeng Dong
Yinpeng Dong

H-Index: 18

Yikai Wang
Yikai Wang

H-Index: 3

Xiao Yang
Xiao Yang

H-Index: 9

Hang Su
Hang Su

H-Index: 3

Xingxing Wei
Xingxing Wei

H-Index: 11

Jun Zhu
Jun Zhu

H-Index: 2

Towards effective adversarial textured 3d meshes on physical face recognition

2023

Xiao Yang
Xiao Yang

H-Index: 9

Chang Liu
Chang Liu

H-Index: 7

Yikai Wang
Yikai Wang

H-Index: 3

Yinpeng Dong
Yinpeng Dong

H-Index: 18

Ning Chen
Ning Chen

H-Index: 4

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Preim3d: 3d consistent precise image attribute editing from a single image

2023

Jianhui Li
Jianhui Li

H-Index: 4

Jianmin Li
Jianmin Li

H-Index: 10

Shilong Liu
Shilong Liu

H-Index: 10

Zhengyi Wang
Zhengyi Wang

H-Index: 3

Zihao Xiao
Zihao Xiao

H-Index: 2

Kaiwen Zheng
Kaiwen Zheng

H-Index: 2

Jun Zhu
Jun Zhu

H-Index: 2

All are worth words: A vit backbone for diffusion models

2023

Yue Cao
Yue Cao

H-Index: 10

Chongxuan Li
Chongxuan Li

H-Index: 9

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Batch virtual adversarial training for graph convolutional networks

AI Open

2023/1/1

Zhijie Deng
Zhijie Deng

H-Index: 5

Yinpeng Dong
Yinpeng Dong

H-Index: 18

Jun Zhu
Jun Zhu

H-Index: 2

Adversarial Attacks on Face Recognition

2023/12/30

Xiao Yang
Xiao Yang

H-Index: 9

Jun Zhu
Jun Zhu

H-Index: 2

Training transformers with 4-bit integers

Advances in Neural Information Processing Systems

2023/12/15

Changhao Li
Changhao Li

H-Index: 1

Jianfei Chen
Jianfei Chen

H-Index: 6

Jun Zhu
Jun Zhu

H-Index: 2

Incorporating neuro-inspired adaptability for continual learning in artificial intelligence

Nature Machine Intelligence

2023/12

Xingxing Zhang
Xingxing Zhang

H-Index: 25

Qian Li
Qian Li

H-Index: 9

Mingtian Zhang
Mingtian Zhang

H-Index: 2

Hang Su
Hang Su

H-Index: 3

Jun Zhu
Jun Zhu

H-Index: 2

Yi Zhong
Yi Zhong

H-Index: 14

See List of Professors in Jun Zhu University(Tsinghua University)

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