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Faqian Guan
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2020 – today
- 2026
[j8]Kai Sheng
, Faqian Guan, Wei Ren
, Tianqing Zhu:
T-MIA: A membership inference attack via timing side-channel and possible defense scheme. Inf. Sci. 742: 123317 (2026)- 2025
[j7]Faqian Guan
, Tianqing Zhu
, Hui Sun
, Wanlei Zhou
, Philip S. Yu
:
Large Language Models for Link Stealing Attacks Against Graph Neural Networks. IEEE Trans. Big Data 11(4): 1879-1893 (2025)
[j6]Faqian Guan
, Tianqing Zhu
, Wanlei Zhou
, Philip S. Yu
:
Topology-Based Node-Level Membership Inference Attacks on Graph Neural Networks. IEEE Trans. Big Data 11(5): 2809-2826 (2025)
[j5]Faqian Guan
, Tianqing Zhu
, Hanjin Tong, Wanlei Zhou
:
Attention-Based Membership Inference Attacks on Graph Neural Network Through Topological Features. IEEE Trans. Dependable Secur. Comput. 22(6): 6469-6486 (2025)
[j4]Faqian Guan
, Tianqing Zhu
, Wenhan Chang, Wei Ren
, Wanlei Zhou
:
Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks. IEEE Trans. Dependable Secur. Comput. 22(6): 6809-6825 (2025)
[c5]Yongyi Xiao, Faqian Guan, Jiayan Huang, Antoni Grau:
Neighbor Information Fusion with a Real-Time Update Strategy for Unsupervised Person Re-Identification. BIBM 2025: 6511-6518
[i3]Faqian Guan, Tianqing Zhu, Zhoutian Wang, Wei Ren, Wanlei Zhou:
Graph Unlearning: Efficient Node Removal in Graph Neural Networks. CoRR abs/2509.04785 (2025)- 2024
[j3]Faqian Guan
, Tianqing Zhu, Wanlei Zhou, Kim-Kwang Raymond Choo:
Graph neural networks: a survey on the links between privacy and security. Artif. Intell. Rev. 57(2): 40 (2024)
[j2]Faqian Guan
, Tianqing Zhu
, Hanjin Tong, Wanlei Zhou:
A realistic model extraction attack against graph neural networks. Knowl. Based Syst. 300: 112144 (2024)
[j1]Faqian Guan
, Tianqing Zhu
, Hanjin Tong, Wanlei Zhou
:
Topology modification against membership inference attack in Graph Neural Networks. Knowl. Based Syst. 305: 112642 (2024)
[c4]Hanjin Tong, Tianqing Zhu, Faqian Guan, Wanlei Zhou:
Defense Against Graph Injection Attack in Graph Neural Networks. DSC 2024: 177-187
[i2]Faqian Guan, Tianqing Zhu, Hui Sun, Wanlei Zhou, Philip S. Yu:
Large Language Models for Link Stealing Attacks Against Graph Neural Networks. CoRR abs/2406.16963 (2024)
[i1]Faqian Guan, Tianqing Zhu, Wenhan Chang
, Wei Ren, Wanlei Zhou:
Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks. CoRR abs/2412.05830 (2024)
2010 – 2019
- 2019
[c3]Jinsen Hu, Chunyan Yu, Faqian Guan:
Non-parallel Many-to-many Singing Voice Conversion by Adversarial Learning. APSIPA 2019: 125-132
[c2]Faqian Guan
, Chunyan Yu, Suqiong Yang:
A GAN Model With Self-attention Mechanism To Generate Multi-instruments Symbolic Music. IJCNN 2019: 1-6- 2018
[c1]Huang Liu, Xiu Wang, Faqian Guan, Jinsen Hu:
Convolutional Neural Networks with Multi-task Loss for Polyphonic Sound Event Detection. CSAE 2018: 87:1-87:6
Coauthor Index

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