Weiguo Shen - Publications, H-index & Citations

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Weiguo Shen

fudan university

9H-index

35Paper Count

368Citation Count

Published Papers 15

Publication Date

Energy-Efficient Radio Modulation Classification via CNN-to-CSNN Conversion

IEEE Transactions on Cognitive Communications and Networking

IF7

2026-06-22

PREAI

Weiguo Shen; Yuhang Liu; Shilian Zheng; Zhuo Zou; Lirong Zheng; Xiaoniu Yang

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Adversarially Robust Wideband Spectrum Sensing in the Frequency Domain

IEEE Transactions on Communications

IF8.3

2026-06-16

PREAI

Shilian Zheng; Zhihao Ye; Luxin Zhang; Keqiang Yue; Yupei Zhang; Weiguo Shen; Zhijin Zhao

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WPMNet: Weight Pruning and Parameter Quantization Assisted Multi-Scale Lightweight Network for Interference Recognition

IEEE Transactions on Cognitive Communications and Networking

IF7

2025-12-30

PREAI

Danyang Wang; Liusiyang Du; Zan Li; Nan Cheng; Jiangbo Si; Weiguo Shen

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Age-of-Information Minimization in Aerial-IRS-Assisted Covert Communication for Internet of Things Networks

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2025-01-01

PREAI

Wang, Danyang; Cao, Long; Shen, Weiguo; Li, Zan; Li, Qihao

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AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-09-01

OAAI

Chen, Jinyin; Ge, Jie; Zheng, Shilian; Ye, Linhui; Zheng, Haibin; Shen, Weiguo; Yue, Keqiang; Yang, Xiaoniu

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Deep Learning for Covert Communication

CHINA COMMUNICATIONS

IF3.1

2024-09-01

PREAI

Shen, Weiguo; Chen, Jiepeng; Zheng, Shilian; Zhang, Luxin; Pei, Zhangbin; Lu, Weidang; Yang, Xiaoniu

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Optimal Transmit Power and Hovering Location for UAV Covert Communication in IoT Systems

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-08-01

PREAI

Wang, Danyang; Zhao, Xinyu; Shen, Weiguo; Li, Zan; Cheng, Nan; Qin, Huimin; Cao, Long

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Deep Learning-Based DOA Estimation

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING

IF7

2024-06-01

OAAI

Zheng, Shilian; Yang, Zhuang; Shen, Weiguo; Zhang, Luxin; Zhu, Jiawei; Zhao, Zhijin; Yang, Xiaoniu

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AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2024-06-01

PREAI

Xu, Dongwei; Fang, Ruochen; Xuan, Qi; Shen, Weiguo; Zheng, Shilian; Yang, Xiaoniu

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Imperceptible UAPs for Automatic Modulation Classification Based on Deep Learning

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2024-02-01

PREAI

Xu, Dongwei; Li, Jiangpeng; Chen, Zhuangzhi; Xuan, Qi; Shen, Weiguo; Yang, Xiaoniu

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Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2024-01-01

PREAI

Chen, Zhuangzhi; Wang, Zhangwei; Xu, Dongwei; Zhu, Jiawei; Shen, Weiguo; Zheng, Shilian; Xuan, Qi; Yang, Xiaoniu

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Incremental learning of radio modulation classification based on sample recall

CHINA COMMUNICATIONS

IF3.1

2023-07-01

PREAI

Zhao, Yan; Chen, Shichuan; Chen, Tao; Shen, Weiguo; Zheng, Shilian; Zhao, Zhijin; Yang, Xiaoniu

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Few-shot electromagnetic signal classification: A data union augmentation method

CHINESE JOURNAL OF AERONAUTICS

IF5.7

2022-09-01

PREAI

Zhou, Huaji; Bai, Jing; Wang, Yiran; Jiao, Licheng; Zheng, Shilian; Shen, Weiguo; Xu, Jie; Yang, Xiaoniu

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Weight-Variable Scattering Convolution Networks and Its Application in Electromagnetic Signal Classification

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Zhou, Huaji; Mao, Licheng; Zheng, Shilian; Chen, Shichuan; Yang, Lifeng; Shen, Weiguo; Yang, Xiaoniu

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A novel semi-supervised learning for face recognition

NEUROCOMPUTING

IF6.5

2015-03-01

PREAI

Gao, Quanxue; Huang, Yunfang; Gao, Xinbo; Shen, Weiguo; Zhang, Hailin

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Research Directions