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Zhaoquan Gu

Harbin Institute of Technology (shenzhen)

SCHOLARLY PAPERS

6

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610

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Scholarly Papers (6)

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1.

Artificial Intelligence Enabled Cyber Security Defense for Smart Cities: A Novel Attack Detection Framework Based on the MDATA Model

Number of pages: 10 Posted: 27 Mar 2023
Yan Jia, Zhaoquan Gu, Lei Du, Yu Long, Ye Wang, Jianxin Li and Yanchun Zhang
Harbin Institute of Technology (shenzhen), Harbin Institute of Technology (shenzhen), Harbin Institute of Technology (shenzhen), University of Electronic Science and Technology of China, Harbin Institute of Technology (shenzhen), Peng Cheng Laboratory and Peng Cheng Laboratory
Downloads 325 (235,151)

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Cyber security defense, multi-step attack, MDATA model, Artificial Intelligence

2.

Robust Filter Pruning Guided by Deep Frequency-Features for Edge Intelligence

Downloads 94 (720,278)

Robust Filter Pruning Guided by Deep Frequency-Features for Edge Intelligence

Number of pages: 13 Posted: 31 Aug 2023
Yaguan Qian, Wenzhuo Huang, Tengtenge Yao, Kecheng Chen, Xiang Ling, Bin Wang, Zhaoquan Gu and Jun Zhang
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Harbin Institute of Technology, Zhejiang University, Harbin Institute of Technology (shenzhen) and Hanyang University
Downloads 47 (1,119,531)

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Security Vulnerability, Adversarial examples, Fourier transform, Robust Pruning

Robust Filter Pruning Guided by Deep Frequency-Features for Edge Intelligence

Number of pages: 29 Posted: 11 Jan 2024
Yaguan Qian, Wenzhuo Huang, Qinqin Yu, Tengtenge Yao, Xiang Ling, Bin Wang, Zhaoquan Gu and Yanchun Zhang
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Harbin Institute of Technology, Zhejiang University, Harbin Institute of Technology (shenzhen) and Peng Cheng Laboratory
Downloads 47 (1,119,531)

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Security vulnerability, adversarial examples, Fourier transform, robust pruning

3.

Adversarial Training Via Multi-Guidance and Historical Memory Enhancement

Number of pages: 25 Posted: 15 Jul 2024
Chenyu Zhao, Yaguan Qian, Bin Wang, Zhaoquan Gu, Shouling Ji, wei wang and Yanchun Zhang
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Zhejiang University, Harbin Institute of Technology (shenzhen), Zhejiang University, Beijing Jiaotong University and Peng Cheng Laboratory
Downloads 83 (816,709)

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adversarial training, Robustness, Weight ensemble

4.

Learning Inherent Stationarity and Spatiotemporal Heterogeneity of Time-Varying Stream for Online Traffic Forecasting

Number of pages: 30 Posted: 13 Nov 2024
Jinlong Li, Ruonan Li, Shiyu Yang, Pan Wu, Zhaoquan Gu and Jie Liu
Guangzhou University, Peng Cheng Laboratory, Guangzhou University, Chongqing Jiaotong University, Harbin Institute of Technology (shenzhen) and Harbin Institute of Technology
Downloads 59 (970,490)

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Traffic forecasting, matrix factorization, stationarity, heterogeneity, online traffic stream

5.

Fedddpg: A Reinforcement Learning Method For Federated Learning-Based Vehicle Trajectory Prediction

Number of pages: 10 Posted: 22 Feb 2025
Jinlong Li, Ruonan Li, Guojie Ma, Hongye Wang, Weihong Yang and Zhaoquan Gu
Guangzhou University, Peng Cheng Laboratory, Shanghai University of International Business and Economics, affiliation not provided to SSRN, Peng Cheng Laboratory and Harbin Institute of Technology (shenzhen)
Downloads 41 (1,170,409)

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Federated learning, Internet of vehicles, Vehicle trajectory prediction, Reinforcement learning

6.

Reciprocal Correlation Distillation: Bridging the Heterogeneous Gap via Feature Decoupling and Structural Reconstruction

Number of pages: 30 Posted: 24 Apr 2026
XueNing Li, Fangjiong Chen, Liyi Zeng, Zhaoquan Gu and Yanchun Zhang
South China University of Technology, South China University of Technology, affiliation not provided to SSRN, Harbin Institute of Technology (shenzhen) and affiliation not provided to SSRN
Downloads 8 (1,561,096)

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Knowledge distillation, Cross-architecture distillation, Heterogeneous architectures, Deep Learning