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ORCIDThanh Trung Huynh
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2020 – today
- 2024
[j12]Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen:
Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention. Inf. Sci. 680: 121165 (2024)- [j11]Viet Hung Vu, Duc Long Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen
, Phi Le Nguyen, Thanh Trung Huynh:
Self-supervised air quality estimation with graph neural network assistance and attention enhancement. Neural Comput. Appl. 36(19): 11171-11193 (2024) - [c15]Tuan Dung Nguyen, Ngoc Anh Tong, Binh P. Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh:
Hierarchical Federated Learning in MEC Networks with Knowledge Distillation. IJCNN 2024: 1-8 - [c14]Thu Hang Phung, Binh P. Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh:
A Contrastive Learning and Graph-based Approach for Missing Modalities in Multimodal Federated Learning. IJCNN 2024: 1-8 - [c13]Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer:
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. ECML/PKDD (5) 2024: 55-72 - [i12]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 abs/2404.00673 (2024) - [i11]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 abs/2404.14942 (2024) - [i10]Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer:
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. CoRR abs/2405.18040 (2024) - [i9]Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen:
Heterogeneous Hypergraph Embedding for Recommendation Systems. CoRR abs/2407.03665 (2024) - [i8]Manh Duong Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Trong Nghia Hoang, Phi Le Nguyen, Thanh Trung Huynh:
FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization. CoRR abs/2410.03070 (2024) - 2023
- [j10]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: 1-17 (2023) - [j9]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: 119287 (2023) - [j8]Thanh Tam Nguyen, Thanh Trung Huynh, Minh Tam Pham, Thanh Dat Hoang, Thanh Thi Nguyen, Quoc Viet Hung Nguyen:
Validating functional redundancy with mixed generative adversarial networks. Knowl. Based Syst. 264: 110342 (2023) - [j7]Thanh Trung Huynh, Chi Thang Duong, Thanh Tam Nguyen, Tong Van Vinh, Abdul Sattar, Hongzhi Yin, Quoc Viet Hung Nguyen:
Network Alignment With Holistic Embeddings. IEEE Trans. Knowl. Data Eng. 35(2): 1881-1894 (2023) - [j6]Huynh Thanh Trung, Tong Van Vinh, Thanh Tam Nguyen, Jun Jo, Hongzhi Yin, Nguyen Quoc Viet Hung:
Learning Holistic Interactions in LBSNs With High-Order, Dynamic, and Multi-Role Contexts. IEEE Trans. Knowl. Data Eng. 35(5): 5002-5016 (2023) - [j5]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): 58:1-58:24 (2023) - [j4]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen:
Detecting rumours with latency guarantees using massive streaming data. VLDB J. 32(2): 369-387 (2023) - [c12]Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer:
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. WSDM 2023: 850-858 - [i7]Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen:
High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion. CoRR abs/2303.09782 (2023) - 2022
- [j3]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Quoc Viet Hung Nguyen:
Entity Alignment for Knowledge Graphs With Multi-Order Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(9): 4201-4214 (2022) - [c11]Minh Hieu Nguyen, Viet Huy Nguyen, Thanh Trung Huynh, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen:
A Lightweight and Efficient GA-Based Model-Agnostic Feature Selection Scheme for Time Series Forecasting. ACIIDS (2) 2022: 26-39 - [c10]Minh Tam Pham, Thanh Dat Hoang, Minh Hieu Nguyen, Viet Hung Vu, Thanh Trung Huynh, Quyet-Thang Huynh:
Social Multi-role Discovering with Hypergraph Embedding for Location-Based Social Networks. ACIIDS (1) 2022: 675-687 - [c9]Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert:
Joint Multilingual Knowledge Graph Completion and Alignment. EMNLP (Findings) 2022: 4646-4658 - [c8]Thanh Trung Huynh, Duong Chi Thang, Thanh Tam Nguyen, Van Vinh Tong, Abdul Sattar, Hongzhi Yin, Quoc Viet Hung Nguyen:
Network Alignment with Holistic Embeddings (Extended Abstract). ICDE 2022: 1509-1510 - [c7]Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen:
Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. SoICT 2022: 103-110 - [i6]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen:
Detecting Rumours with Latency Guarantees using Massive Streaming Data. CoRR abs/2205.06580 (2022) - [i5]Thanh Tam Nguyen, Thanh Trung Huynh, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen:
A Survey of Machine Unlearning. CoRR abs/2209.02299 (2022) - [i4]Vinh Tong, Dat Quoc Nguyen, Thanh Trung Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert:
Joint Multilingual Knowledge Graph Completion and Alignment. CoRR abs/2210.08922 (2022) - [i3]Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer:
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. CoRR abs/2211.07400 (2022) - 2021
- [j2]Thanh Toan Nguyen, Minh Tam Pham, Thanh Tam Nguyen, Thanh Trung Huynh, Van Vinh Tong, Quoc Viet Hung Nguyen, Thanh Tho Quan:
Structural representation learning for network alignment with self-supervised anchor links. Expert Syst. Appl. 165: 113857 (2021) - [c6]Le Hoang Duong, Thanh Trung Huynh, Minh Tam Pham, Gwangzeen Ko, Jung Ick Moon, Jun Jo, Nguyen Quoc Viet Hung:
ODAR: A Lightweight Object Detection Framework for Autonomous Driving Robots. DICTA 2021: 1-8 - [c5]Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Nguyen Quoc Viet Hung:
Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract). ICDE 2021: 2323-2324 - [i2]Minh Tam Pham, Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Thanh Thi Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen:
A dual benchmarking study of facial forgery and facial forensics. CoRR abs/2111.12912 (2021) - [i1]Vinh Van Tong, Thanh Trung Huynh, Thanh Tam Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Huynh Quyet Thang:
Link-Intensive Alignment for Incomplete Knowledge Graphs. CoRR abs/2112.09266 (2021) - 2020
- [j1]Thanh Trung Huynh, Nguyen Thanh Toan, Van Vinh Tong, Thanh Dat Hoang, Duong Chi Thang, Nguyen Quoc Viet Hung, Abdul Sattar:
A comparative study on network alignment techniques. Expert Syst. Appl. 140 (2020) - [c4]Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Nguyen Quoc Viet Hung:
Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks. ICDE 2020: 85-96 - [c3]Chau Xuan Truong Du, Le Hoang Duong, Thanh Trung Huynh, Minh Tam Pham, Nguyen Quoc Viet Hung, Jun Jo:
Efficient-Frequency: a hybrid visual forensic framework for facial forgery detection. SSCI 2020: 707-712
2010 – 2019
- 2019
- [c2]Thanh Trung Huynh, Van Vinh Tong, Chi Thang Duong, Huynh Quyet Thang, Quoc Viet Hung Nguyen, Abdul Sattar:
Network Alignment by Representation Learning on Structure and Attribute. PRICAI (2) 2019: 698-711 - 2015
- [c1]Pham Quang Dung, Thanh Trung Huynh, Ta Duy Hoang, Nguyen Thanh Hoang:
A Java library for Constraint-Based Local Search: Application to the master thesis defense timetabling problem. SoICT 2015: 67-74
Coauthor Index
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