Paul Bogdan

Paul Bogdan

University of Southern California

H-index: 43

North America-United States

About Paul Bogdan

Paul Bogdan, With an exceptional h-index of 43 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Network Physiology, Cyber-Physical Systems, Brain & data science, Computational Science, Networks.

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

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning

Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks

Discovering Malicious Signatures in Software from Structural Interactions

Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective

A majority logic synthesis framework for single flux quantum circuits

Graph theoretical description of phase transitions in supramolecular assemblies of surfactants

Neuro-Inspired Hierarchical Multimodal Learning

Raising The Limit of Image Rescaling Using Auxiliary Encoding

Paul Bogdan Information

University

Position

Assistant Professor

Citations(all)

4816

Citations(since 2020)

2992

Cited By

2859

hIndex(all)

43

hIndex(since 2020)

29

i10Index(all)

108

i10Index(since 2020)

91

Email

University Profile Page

University of Southern California

Google Scholar

View Google Scholar Profile

Paul Bogdan Skills & Research Interests

Network Physiology

Cyber-Physical Systems

Brain & data science

Computational Science

Networks

Top articles of Paul Bogdan

Title

Journal

Author(s)

Publication Date

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning

Xiongye Xiao

Gengshuo Liu

Gaurav Gupta

Defu Cao

Shixuan Li

...

2024/4/15

Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks

Anzhe Cheng

Heng Ping

Zhenkun Wang

Xiongye Xiao

Chenzhong Yin

...

2024/4/14

Discovering Malicious Signatures in Software from Structural Interactions

Chenzhong Yin

Hantang Zhang

Mingxi Cheng

Xiongye Xiao

Xinghe Chen

...

2024/4/14

Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective

arXiv preprint arXiv:2402.09099

Xiongye Xiao

Chenyu Zhou

Heng Ping

Defu Cao

Yaxing Li

...

2024/2/14

A majority logic synthesis framework for single flux quantum circuits

arXiv preprint arXiv:2301.10695

Junyao Zhang

Paul Bogdan

Shahin Nazarian

2023/1/25

Graph theoretical description of phase transitions in supramolecular assemblies of surfactants

Ruochen Yang

Kalil Bernardino

Xiongye Xiao

Weverson R Gomes

Davi A Mattoso

...

2022/12/28

Neuro-Inspired Hierarchical Multimodal Learning

arXiv preprint arXiv:2309.15877

Xiongye Xiao

Gengshuo Liu

Gaurav Gupta

Defu Cao

Shixuan Li

...

2023/9/27

Raising The Limit of Image Rescaling Using Auxiliary Encoding

Chenzhong Yin

Zhihong Pan

Xin Zhou

Le Kang

Paul Bogdan

2023/6/4

The role of long-term power-law memory in controlling large-scale dynamical networks

Scientific Reports

Emily A Reed

Guilherme Ramos

Paul Bogdan

Sérgio Pequito

2023/11/9

GAHLS: an optimized graph analytics based high level synthesis framework

Scientific Reports

Yao Xiao

Shahin Nazarian

Paul Bogdan

2023/12/19

Machine learning general transcriptional predictors of plant disease

bioRxiv

Jayson Sia

Wei Zhang

Mingxi Cheng

Paul Bogdan

David E Cook

2023

Anatomically interpretable deep learning of brain age captures domain-specific cognitive impairment

Proceedings of the National Academy of Sciences

Chenzhong Yin

Phoebe Imms

Mingxi Cheng

Anar Amgalan

Nahian F Chowdhury

...

2023/3/10

Peptide epitope vaccines for covid-19 and method of designing, making and using the same

2023/9/14

Mitigating Epilepsy by Stabilizing Linear Fractional-Order Systems

Emily A Reed

Guilherme Ramos

Paul Bogdan

Sérgio Pequito

2023/5/31

A unified approach of detecting phase transition in time-varying complex networks

Scientific Reports

Mohamed Ridha Znaidi

Jayson Sia

Scott Ronquist

Indika Rajapakse

Edmond Jonckheere

...

2023/10/20

Robust Learning Under Label Noise by Optimizing the Tails of the Loss Distribution

Valeriu Balaban

Jayson Sia

Paul Bogdan

2023/12/15

C-SAR: SAT attack resistant logic locking for RSFQ circuits

arXiv preprint arXiv:2301.10216

Junyao Zhang

Paul Bogdan

Shahin Nazarian

2023/1/24

Fractional dynamics deep learning approach for diagnosing COPD stages

Stefan Mihaicuta

Chenzhong Yin

Mihai Udrescu

Gaurav Gupta

Mingxi Cheng

...

2023/9/9

Control for societal-scale challenges: Road map 2030

Andrew Alleyne

Frank Allgöwer

Aaron Ames

Saurabh Amin

James Anderson

...

2023/5

Enhancing Neural Network Performance with Leader-Follower Architecture and Local Error Signals

Chenzhong Yin

Mingxi Cheng

Xiongye Xiao

Xinghe Chen

Anzhe Cheng

...

2023/10/13

See List of Professors in Paul Bogdan University(University of Southern California)

Co-Authors

H-index: 49
Partha Pande

Partha Pande

Washington State University

H-index: 35
Edmond Jonckheere

Edmond Jonckheere

University of Southern California

H-index: 25
Shahin Nazarian

Shahin Nazarian

University of Southern California

H-index: 23
Sérgio Pequito

Sérgio Pequito

Technische Universiteit Delft

H-index: 15
Yuankun Xue

Yuankun Xue

University of Southern California

H-index: 11
Gaurav Gupta

Gaurav Gupta

University of Southern California

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