Thanh Toan Nguyen

21 papers B 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Certified Unlearning for Federated Recommendation.
ACM Trans. Inf. Syst.
Thanh Trung Huynh, Trong Bang Nguyen, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2025 J jnl
Handling Low Homophily in Recommender Systems With Partitioned Graph Transformer.
IEEE Trans. Knowl. Data Eng.
Thanh Tam Nguyen, Thanh Toan Nguyen, Matthias Weidlich, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin, Alan Wee-Chung Liew
2025 J jnl
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures.
ACM Comput. Surv.
Thanh Toan Nguyen, Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Thanh Trung Huynh, Thanh Thi Nguyen, Matthias Weidlich, Hongzhi Yin
2025 J jnl
On-device diagnostic recommendation with heterogeneous federated BlockNets.
Sci. China Inf. Sci.
Minh Hieu Nguyen, Thanh Trung Huynh, Thanh Toan Nguyen, Phi Le Nguyen, Hien Thu Pham, Jun Jo, Thanh Tam Nguyen
2025 J jnl
Privacy-preserving explainable AI: a survey.
Sci. China Inf. Sci.
Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
2025 J jnl
Resource-adaptive and OOD-robust inference of deep neural networks on IoT devices.
CAAI Trans. Intell. Technol.
Cailen Robertson, Ngoc Anh Tong, Thanh Toan Nguyen, Quoc Viet Hung Nguyen, Jun Jo
2024 J jnl
A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures.
CoRR
Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
2024 J jnl
A dual benchmarking study of facial forgery and facial forensics.
CAAI Trans. Intell. Technol.
Minh Tam Pham, Thanh Trung Huynh, Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Thi Nguyen, Jun Jo, Hongzhi Yin, Quoc Viet Hung Nguyen
2024 J jnl
Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention.
IEEE Access
Duc Q. Nguyen, Thanh Toan Nguyen, Jun Hyung Jo, Florent Poux, Shikha Anirban, Tho T. Quan
2024 J jnl
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining.
ACM Trans. Intell. Syst. Technol.
Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Hung Nguyen, Hongzhi Yin, Thanh Thi Nguyen, Jun Hyung Jo, Quoc Viet Hung Nguyen
2024 J jnl
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures.
CoRR
Thanh Toan Nguyen, Quoc Viet Hung Nguyen, Thanh Tam Nguyen, Thanh Trung Huynh, Thanh Thi Nguyen, Matthias Weidlich, Hongzhi Yin
2024 J jnl
Portable graph-based rumour detection against multi-modal heterophily.
Knowl. Based Syst.
Thanh Tam Nguyen, Zhao Ren, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin
2023 B conf
10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention.
IJCNN
Thanh Toan Nguyen, Quang Duc Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2023 J jnl
Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment.
Int. J. Intell. Syst.
Darnbi Sakong, Thanh Trung Huynh, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen
2023 J jnl
Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks.
ACM Trans. Inf. Syst.
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
2023 J jnl
Scalable maximal subgraph mining with backbone-preserving graph convolutions.
Inf. Sci.
Thanh Toan Nguyen, Thanh Trung Huynh, Matthias Weidlich, Quan Thanh Tho, Hongzhi Yin, Karl Aberer, Quoc Viet Hung Nguyen
2023 J jnl
xNeuSM: Explainable Neural Subgraph Matching with Graph Learnable Multi-hop Attention Networks.
CoRR
Duc Q. Nguyen, Thanh Toan Nguyen, Thanh Tho Quan
2022 J jnl
Real-time wildfire detection with semantic explanations.
Expert Syst. Appl.
Thanh Cong Phan, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen
2021 J jnl
JUDO: Just-in-time rumour detection in streaming social platforms.
Inf. Sci.
Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Thi Nguyen, Bay Vo, Jun Jo, Quoc Viet Hung Nguyen
2021 — conf
Realtime Bushfire Detection with Spatial-based Complex Event Processing.
ACOMP
Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Cong Phan, Quang Duc Nguyen, Quoc Viet Hung Nguyen
2021 J jnl
Structural representation learning for network alignment with self-supervised anchor links.
Expert Syst. Appl.
Thanh Toan Nguyen, Minh Tam Pham, Thanh Tam Nguyen, Thanh Trung Huynh, Van Vinh Tong, Quoc Viet Hung Nguyen, Thanh Tho Quan