Lirong He

About Lirong He

Lirong He, With an exceptional h-index of 7 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Electronic Science and Technology of China, specializes in the field of machine learning, probabilistic knowledge representation, and deep learning.

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

Boosting adversarial robustness via self-paced adversarial training

Generative Oversampling for Imbalanced Data via Majority-Guided VAE

Stein variational gradient descent with multiple kernels

Edge enhancement improves adversarial robustness in image classification

TKGR-RHETNE: A New Temporal Knowledge Graph Reasoning Model via Jointly Modeling Relevant Historical Event and Temporal Neighborhood Event Context

Gradient estimation of information measures in deep learning

Bype-vae: Bayesian pseudocoresets exemplar vae

Mutual information gradient estimation for representation learning

Lirong He Information

University

Position

Ph.D.Student

Citations(all)

308

Citations(since 2020)

289

Cited By

60

hIndex(all)

7

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Lirong He Skills & Research Interests

machine learning

probabilistic knowledge representation

and deep learning

Top articles of Lirong He

Title

Journal

Author(s)

Publication Date

Boosting adversarial robustness via self-paced adversarial training

Neural Networks

Lirong He

Qingzhong Ai

Xincheng Yang

Yazhou Ren

Qifan Wang

...

2023/10/1

Generative Oversampling for Imbalanced Data via Majority-Guided VAE

Qingzhong Ai

Pengyun Wang

Lirong He

Liangjian Wen

Lujia Pan

...

2023/4/11

Stein variational gradient descent with multiple kernels

Cognitive Computation

Qingzhong Ai

Shiyu Liu

Lirong He

Zenglin Xu

2023/3

Edge enhancement improves adversarial robustness in image classification

Neurocomputing

Lirong He

Qingzhong Ai

Yuqing Lei

Lili Pan

Yazhou Ren

...

2023/1/21

TKGR-RHETNE: A New Temporal Knowledge Graph Reasoning Model via Jointly Modeling Relevant Historical Event and Temporal Neighborhood Event Context

Jinze Sun

Yongpan Sheng

Ling Zhan

Lirong He

2023/11/15

Gradient estimation of information measures in deep learning

Knowledge-Based Systems

Liangjian Wen

Haoli Bai

Lirong He

Yiji Zhou

Mingyuan Zhou

...

2021/7/19

Bype-vae: Bayesian pseudocoresets exemplar vae

Advances in Neural Information Processing Systems

Qingzhong Ai

Lirong He

Shiyu Liu

Zenglin Xu

2021/12/6

Mutual information gradient estimation for representation learning

arXiv preprint arXiv:2005.01123

Liangjian Wen

Yiji Zhou

Lirong He

Mingyuan Zhou

Zenglin Xu

2020/5/3

See List of Professors in Lirong He University(University of Electronic Science and Technology of China)