Thanh Toan Nguyen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Complex Event Processing

Countermeasures

Subgraph Matching

Top Venues

Int. J. Intell. Syst.

ACM Trans. Inf. Syst.

Publications

Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. CoRR (2024)
Thanh Toan Nguyen, Quoc Viet Hung Nguyen, Thanh Tam Nguyen, Thanh Trung Huynh, Thanh Thi Nguyen, Matthias Weidlich, Hongzhi Yin
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures. CoRR (2024)
Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Hung Nguyen, Hongzhi Yin, Thanh Thi Nguyen, Jun H. Jo, Quoc Viet Hung Nguyen
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Thanh Toan Nguyen, Thanh Trung Huynh, Matthias Weidlich, Quan Thanh Tho, Hongzhi Yin, Karl Aberer, Quoc Viet Hung Nguyen
Scalable maximal subgraph mining with backbone-preserving graph convolutions. Inf. Sci. 644 (2023)
Darnbi Sakong, Thanh Trung Huynh, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen
Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment. Int. J. Intell. Syst. 2023 (2023)
Thanh Toan Nguyen, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Trung Huynh, Viet Hung Vu, Phi Le Nguyen, Jun Jo, Quoc Viet Hung Nguyen
Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks. ACM Trans. Inf. Syst. 41 (3) (2023)
Thanh Toan Nguyen, Quang Duc Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention. IJCNN (2023)
Duc Q. Nguyen, Thanh Toan Nguyen, Thanh Tho Quan
xNeuSM: Explainable Neural Subgraph Matching with Graph Learnable Multi-hop Attention Networks. CoRR (2023)
Thanh Cong Phan, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen
Real-time wildfire detection with semantic explanations. Expert Syst. Appl. 201 (2022)
Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Thi Nguyen, Bay Vo, Jun Jo, Quoc Viet Hung Nguyen
JUDO: Just-in-time rumour detection in streaming social platforms. Inf. Sci. 570 (2021)
Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Cong Phan, Quang Duc Nguyen, Quoc Viet Hung Nguyen
Realtime Bushfire Detection with Spatial-based Complex Event Processing. ACOMP (2021)