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Guoshun Nan

About Guoshun Nan

Guoshun Nan, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at Singapore University of Technology and Design, specializes in the field of Multimodal Learning, Semantic Communications, Anomaly Understanding.

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

Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly

Topology-Driven Synchronization Interval Optimization for Latency-Constrained Geo-Decentralized Federated Learning

Meta Security Metric Learning for Secure Deep Image Hiding

Semantic Entropy Can Simultaneously Benefit Transmission Efficiency and Channel Security of Wireless Semantic Communications

Can We Improve Channel Reciprocity via Loop-back Compensation for RIS-assisted Physical Layer Key Generation

Anti-Quantum Certificateless Group Authentication for Massive Accessing IoT devices

Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks

DocMSU: A Comprehensive Benchmark for Document-level Multimodal Sarcasm Understanding

Guoshun Nan Information

University

Position

___

Citations(all)

800

Citations(since 2020)

736

Cited By

152

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

10

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Guoshun Nan Skills & Research Interests

Multimodal Learning

Semantic Communications

Anomaly Understanding

Top articles of Guoshun Nan

Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly

arXiv preprint arXiv:2405.00181

2024/4/30

Guoshun Nan
Guoshun Nan

H-Index: 6

Junrui Xu
Junrui Xu

H-Index: 4

Hehe Fan
Hehe Fan

H-Index: 10

Jing Feng
Jing Feng

H-Index: 18

Can Zhang
Can Zhang

H-Index: 5

Hao Zhang
Hao Zhang

H-Index: 7

Jianhang Chen
Jianhang Chen

H-Index: 3

Qimei Cui
Qimei Cui

H-Index: 22

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Topology-Driven Synchronization Interval Optimization for Latency-Constrained Geo-Decentralized Federated Learning

IEEE Open Journal of the Communications Society

2024/4/19

Qi Chen
Qi Chen

H-Index: 9

Wei Yu
Wei Yu

H-Index: 6

Xinchen Lyu
Xinchen Lyu

H-Index: 14

Guoshun Nan
Guoshun Nan

H-Index: 6

Qimei Cui
Qimei Cui

H-Index: 22

Meta Security Metric Learning for Secure Deep Image Hiding

IEEE Transactions on Dependable and Secure Computing

2024/2/8

Qi Cui
Qi Cui

H-Index: 4

Guoshun Nan
Guoshun Nan

H-Index: 6

Yun-Qing Shi
Yun-Qing Shi

H-Index: 50

Semantic Entropy Can Simultaneously Benefit Transmission Efficiency and Channel Security of Wireless Semantic Communications

arXiv preprint arXiv:2402.02950

2024/2/5

Guoshun Nan
Guoshun Nan

H-Index: 6

Minwei Zhang
Minwei Zhang

H-Index: 19

Sihan Chen
Sihan Chen

H-Index: 4

Xuefei Zhang
Xuefei Zhang

H-Index: 2

Nan Ma
Nan Ma

H-Index: 21

Zhaohui Yang
Zhaohui Yang

H-Index: 7

Qimei Cui
Qimei Cui

H-Index: 22

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Can We Improve Channel Reciprocity via Loop-back Compensation for RIS-assisted Physical Layer Key Generation

arXiv preprint arXiv:2401.17575

2024/1/31

Guoshun Nan
Guoshun Nan

H-Index: 6

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Na Li
Na Li

H-Index: 5

Tianyuan Yang
Tianyuan Yang

H-Index: 13

Anti-Quantum Certificateless Group Authentication for Massive Accessing IoT devices

IEEE Internet of Things Journal

2024/1/15

Huici Wu
Huici Wu

H-Index: 13

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Chenyu Wang
Chenyu Wang

H-Index: 5

Guoshun Nan
Guoshun Nan

H-Index: 6

Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Guoshun Nan
Guoshun Nan

H-Index: 6

Di Wang
Di Wang

H-Index: 39

Lijuan Sun
Lijuan Sun

H-Index: 2

Qimei Cui
Qimei Cui

H-Index: 22

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

DocMSU: A Comprehensive Benchmark for Document-level Multimodal Sarcasm Understanding

2024/2/20

Guoshun Nan
Guoshun Nan

H-Index: 6

Junrui Xu
Junrui Xu

H-Index: 4

Hehe Fan
Hehe Fan

H-Index: 10

Qimei Cui
Qimei Cui

H-Index: 22

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Xudong Jiang
Xudong Jiang

H-Index: 34

Filling the Information Gap between Video and Query for Language-Driven Moment Retrieval

2023/10/26

Daizong Liu
Daizong Liu

H-Index: 3

Guoshun Nan
Guoshun Nan

H-Index: 6

Pan Zhou
Pan Zhou

H-Index: 8

Zichuan Xu
Zichuan Xu

H-Index: 21

Lixing Chen
Lixing Chen

H-Index: 13

He Yan
He Yan

H-Index: 7

Yu Cheng
Yu Cheng

H-Index: 12

Passive Eavesdropping Can Significantly Slow Down RIS-Assisted Secret Key Generation

2023/12/4

Guoshun Nan
Guoshun Nan

H-Index: 6

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

CS-LSTM: a hybrid channel estimation scheme in IDFT-VFDM system

2023/8/10

Hongyu Yang
Hongyu Yang

H-Index: 6

Yanzhao Hou
Yanzhao Hou

H-Index: 6

Chen Dong
Chen Dong

H-Index: 6

Guoshun Nan
Guoshun Nan

H-Index: 6

Xiaodong Xu
Xiaodong Xu

H-Index: 11

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

3D-IDS: Doubly Disentangled Dynamic Intrusion Detection

2023/8/6

Shitong Zhu
Shitong Zhu

H-Index: 6

Ya Su
Ya Su

H-Index: 2

Guoshun Nan
Guoshun Nan

H-Index: 6

Can Zhang
Can Zhang

H-Index: 5

Junsong Fu
Junsong Fu

H-Index: 10

Qimei Cui
Qimei Cui

H-Index: 22

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Physical-layer adversarial robustness for deep learning-based semantic communications

IEEE Journal on Selected Areas in Communications

2023/6/22

Guoshun Nan
Guoshun Nan

H-Index: 6

Qimei Cui
Qimei Cui

H-Index: 22

Gong Chen
Gong Chen

H-Index: 20

Xin Du
Xin Du

H-Index: 5

Xuefei Zhang
Xuefei Zhang

H-Index: 2

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Zhu Han
Zhu Han

H-Index: 84

Mining KPI correlations for non-parametric anomaly diagnosis in wireless networks

Science China Information Sciences

2023/6

Tengfei Sui
Tengfei Sui

H-Index: 1

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Huici Wu
Huici Wu

H-Index: 13

Xuefei Zhang
Xuefei Zhang

H-Index: 2

Jin Xu
Jin Xu

H-Index: 7

Guoshun Nan
Guoshun Nan

H-Index: 6

UDSem: A Unified Distributed Learning Framework for Semantic Communications over Wireless Networks

IEEE Network

2023/4/24

Guoshun Nan
Guoshun Nan

H-Index: 6

Xinchen Lyu
Xinchen Lyu

H-Index: 14

Qimei Cui
Qimei Cui

H-Index: 22

Xiaodong Xu
Xiaodong Xu

H-Index: 11

Ping Zhang
Ping Zhang

H-Index: 3

Securing Semantic Communications with Physical-layer Semantic Encryption and Obfuscation

2023/5/28

Qi Qin
Qi Qin

H-Index: 7

Guoshun Nan
Guoshun Nan

H-Index: 6

Xuefei Zhang
Xuefei Zhang

H-Index: 2

Qimei Cui
Qimei Cui

H-Index: 22

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

Boosting Physical Layer Black-Box Attacks with Semantic Adversaries in Semantic Communications

2023/5/28

Zeju Li
Zeju Li

H-Index: 9

Guoshun Nan
Guoshun Nan

H-Index: 6

Xinchen Lyu
Xinchen Lyu

H-Index: 14

Qimei Cui
Qimei Cui

H-Index: 22

Xiaofeng Tao
Xiaofeng Tao

H-Index: 30

You Can Ground Earlier than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos

CVPR

2023/3/14

Xiang Fang
Xiang Fang

H-Index: 8

Daizong Liu
Daizong Liu

H-Index: 3

Pan Zhou
Pan Zhou

H-Index: 8

Guoshun Nan
Guoshun Nan

H-Index: 6

How Deep Neural Networks Understand Motion? Toward Interpretable Motion Modeling by Leveraging the Relative Change in Position

Intelligent Computing

2023/2/15

Hehe Fan
Hehe Fan

H-Index: 10

Xiaoyu Feng
Xiaoyu Feng

H-Index: 2

Guoshun Nan
Guoshun Nan

H-Index: 6

Doubled coupling for image emotion distribution learning

Knowledge-Based Systems

2023/1/25

Yonggang Huang
Yonggang Huang

H-Index: 114

Guoshun Nan
Guoshun Nan

H-Index: 6

See List of Professors in Guoshun Nan University(Singapore University of Technology and Design)