Faqian Guan

According to our database, Faqian Guan authored at least 15 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Unreal Thinking: Chain-of-Thought Hijacking via Two-stage Backdoor.

Wenhan Chang, Tianqing Zhu, Ping Xiong, Faqian Guan, Wanlei Zhou

CoRR, April, 2026

Graph unlearning: Efficient node removal in graph neural networks.

Faqian Guan, Tianqing Zhu, Zhoutian Wang, Wei Ren, Wanlei Zhou

Knowl. Based Syst., 2026

T-MIA: A membership inference attack via timing side-channel and possible defense scheme.

Kai Sheng, Faqian Guan, Wei Ren, Tianqing Zhu

Inf. Sci., 2026

2025

Topology-Based Node-Level Membership Inference Attacks on Graph Neural Networks.

Faqian Guan, Tianqing Zhu, Wanlei Zhou, Philip S. Yu

IEEE Trans. Big Data, October, 2025

Large Language Models for Link Stealing Attacks Against Graph Neural Networks.

Faqian Guan, Tianqing Zhu, Hui Sun, Wanlei Zhou, Philip S. Yu

IEEE Trans. Big Data, August, 2025

Attention-Based Membership Inference Attacks on Graph Neural Network Through Topological Features.

Faqian Guan, Tianqing Zhu, Hanjin Tong, Wanlei Zhou

IEEE Trans. Dependable Secur. Comput., 2025

Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks.

Faqian Guan, Tianqing Zhu, Wenhan Chang, Wei Ren, Wanlei Zhou

IEEE Trans. Dependable Secur. Comput., 2025

Neighbor Information Fusion with a Real-Time Update Strategy for Unsupervised Person Re-Identification.

Yongyi Xiao, Faqian Guan, Jiayan Huang, Antoni Grau

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Graph neural networks: a survey on the links between privacy and security.

Faqian Guan, Tianqing Zhu, Wanlei Zhou, Kim-Kwang Raymond Choo

Artif. Intell. Rev., February, 2024

Topology modification against membership inference attack in Graph Neural Networks.

Faqian Guan, Tianqing Zhu, Hanjin Tong, Wanlei Zhou

Knowl. Based Syst., 2024

A realistic model extraction attack against graph neural networks.

Faqian Guan, Tianqing Zhu, Hanjin Tong, Wanlei Zhou

Knowl. Based Syst., 2024

Defense Against Graph Injection Attack in Graph Neural Networks.

Hanjin Tong, Tianqing Zhu, Faqian Guan, Wanlei Zhou

Proceedings of the 9th IEEE International Conference on Data Science in Cyberspace, 2024

2019

A GAN Model With Self-attention Mechanism To Generate Multi-instruments Symbolic Music.

Faqian Guan, Chunyan Yu, Suqiong Yang

Proceedings of the International Joint Conference on Neural Networks, 2019

Non-parallel Many-to-many Singing Voice Conversion by Adversarial Learning.

Jinsen Hu, Chunyan Yu, Faqian Guan

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018

Convolutional Neural Networks with Multi-task Loss for Polyphonic Sound Event Detection.

Huang Liu, Xiu Wang, Faqian Guan, Jinsen Hu

Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018