Faqian Guan

16 papers B 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
T-MIA: A membership inference attack via timing side-channel and possible defense scheme.
Inf. Sci.
Kai Sheng, Faqian Guan, Wei Ren, Tianqing Zhu
2025 J jnl
Attention-Based Membership Inference Attacks on Graph Neural Network Through Topological Features.
IEEE Trans. Dependable Secur. Comput.
Faqian Guan, Tianqing Zhu, Hanjin Tong, Wanlei Zhou
2025 J jnl
Graph Unlearning: Efficient Node Removal in Graph Neural Networks.
CoRR
Faqian Guan, Tianqing Zhu, Zhoutian Wang, Wei Ren, Wanlei Zhou
2025 J jnl
Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks.
IEEE Trans. Dependable Secur. Comput.
Faqian Guan, Tianqing Zhu, Wenhan Chang, Wei Ren, Wanlei Zhou
2025 J jnl
Large Language Models for Link Stealing Attacks Against Graph Neural Networks.
IEEE Trans. Big Data
Faqian Guan, Tianqing Zhu, Hui Sun, Wanlei Zhou, Philip S. Yu
2025 — conf
Neighbor Information Fusion with a Real-Time Update Strategy for Unsupervised Person Re-Identification.
BIBM
Yongyi Xiao, Faqian Guan, Jiayan Huang, Antoni Grau
2025 J jnl
Topology-Based Node-Level Membership Inference Attacks on Graph Neural Networks.
IEEE Trans. Big Data
Faqian Guan, Tianqing Zhu, Wanlei Zhou, Philip S. Yu
2024 J jnl
A realistic model extraction attack against graph neural networks.
Knowl. Based Syst.
Faqian Guan, Tianqing Zhu, Hanjin Tong, Wanlei Zhou
2024 — conf
Defense Against Graph Injection Attack in Graph Neural Networks.
DSC
Hanjin Tong, Tianqing Zhu, Faqian Guan, Wanlei Zhou
2024 J jnl
Graph neural networks: a survey on the links between privacy and security.
Artif. Intell. Rev.
Faqian Guan, Tianqing Zhu, Wanlei Zhou, Kim-Kwang Raymond Choo
2024 J jnl
Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks.
CoRR
Faqian Guan, Tianqing Zhu, Wenhan Chang, Wei Ren, Wanlei Zhou
2024 J jnl
Large Language Models for Link Stealing Attacks Against Graph Neural Networks.
CoRR
Faqian Guan, Tianqing Zhu, Hui Sun, Wanlei Zhou, Philip S. Yu
2024 J jnl
Topology modification against membership inference attack in Graph Neural Networks.
Knowl. Based Syst.
Faqian Guan, Tianqing Zhu, Hanjin Tong, Wanlei Zhou
2019 B conf
A GAN Model With Self-attention Mechanism To Generate Multi-instruments Symbolic Music.
IJCNN
Faqian Guan, Chunyan Yu, Suqiong Yang
2019 — conf
Non-parallel Many-to-many Singing Voice Conversion by Adversarial Learning.
APSIPA
Jinsen Hu, Chunyan Yu, Faqian Guan
2018 — conf
Convolutional Neural Networks with Multi-task Loss for Polyphonic Sound Event Detection.
CSAE
Huang Liu, Xiu Wang, Faqian Guan, Jinsen Hu