Thanh Trung Huynh

53 papers A* 4A 1B 3Misc 2Journal 36Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Empowering Contrastive Federated Sequential Recommendation with LLMs. CoRR Thi Minh Chau Nguyen, Minh Hieu Nguyen, Duc Anh Nguyen, Xuan Huong Tran, Thanh Trung Huynh, Quoc Viet Hung Nguyen
2026	J	`jnl`	Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data. CoRR Thu Hang Phung, Duong M. Nguyen, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Trong Nghia Hoang, Phi Le Nguyen
2025	J	`jnl`	A Multi-agent Text2SQL Framework using Small Language Models and Execution Feedback. CoRR Thanh Dat Hoang, Thanh Trung Huynh, Matthias Weidlich, Thanh Tam Nguyen, Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen
2025	J	`jnl`	A Survey of Machine Unlearning. ACM Trans. Intell. Syst. Technol. Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen
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`	Enhancing Multimodal Recommendations with Vision-Language Models and Information-Aware Fusion. CoRR Hai-Dang Kieu, Min Xu, Thanh Trung Huynh, Dung D. Le
2025	J	`jnl`	Hypergraph Diffusion for High-Order Recommender Systems. CoRR Darnbi Sakong, Thanh Trung Huynh, Jun Jo
2025	J	`jnl`	Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data. CoRR Duong M. Nguyen, Trong Nghia Hoang, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Phi Le Nguyen
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`	Scaling Text2SQL via LLM-efficient Schema Filtering with Functional Dependency Graph Rerankers. CoRR Thanh Dat Hoang, Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Quoc Viet Hung Nguyen
2024	B	`conf`	A Contrastive Learning and Graph-based Approach for Missing Modalities in Multimodal Federated Learning. IJCNN Thu Hang Phung, Binh P. Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
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	A*	`conf`	CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction. EMNLP Tuan Nguyen, Thanh Trung Huynh, Minh Hieu Phan, Quoc Viet Hung Nguyen, Phi Le Nguyen
2024	—	`conf`	Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. ECML/PKDD (5) Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2024	J	`jnl`	Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. CoRR Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2024	B	`conf`	FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization. NCA Manh Duong Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Trong Nghia Hoang, Phi Le Nguyen, Thanh Trung Huynh
2024	J	`jnl`	FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization. CoRR Manh Duong Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Trong Nghia Hoang, Phi Le Nguyen, Thanh Trung Huynh
2024	J	`jnl`	Heterogeneous Hypergraph Embedding for Recommendation Systems. CoRR Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2024	B	`conf`	Hierarchical Federated Learning in MEC Networks with Knowledge Distillation. IJCNN Tuan Dung Nguyen, Ngoc Anh Tong, Binh P. Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
2024	Misc	`conf`	High-Order Recommendation with Heterophilic Hypergraph Diffusion. ADC Darnbi Sakong, Thanh Trung Huynh, Jun Jo
2024	J	`jnl`	Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention. Inf. Sci. Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2024	J	`jnl`	Instruction-Guided Editing Controls for Images and Multimedia: A Survey in LLM era. CoRR Thanh Tam Nguyen, Zhao Ren, Trinh Pham, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, 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`	Self-supervised air quality estimation with graph neural network assistance and attention enhancement. Neural Comput. Appl. Viet Hung Vu, Duc Long Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
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`	Detecting rumours with latency guarantees using massive streaming data. VLDB J. Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen
2023	A	`conf`	Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. WSDM Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2023	J	`jnl`	Network Alignment With Holistic Embeddings. IEEE Trans. Knowl. Data Eng. Thanh Trung Huynh, Chi Thang Duong, Thanh Tam Nguyen, Tong Van Vinh, Abdul Sattar, Hongzhi Yin, 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`	Validating functional redundancy with mixed generative adversarial networks. Knowl. Based Syst. Thanh Tam Nguyen, Thanh Trung Huynh, Minh Tam Pham, Thanh Dat Hoang, Thanh Thi Nguyen, Quoc Viet Hung Nguyen
2022	—	`conf`	A Lightweight and Efficient GA-Based Model-Agnostic Feature Selection Scheme for Time Series Forecasting. ACIIDS (2) Minh Hieu Nguyen, Viet Huy Nguyen, Thanh Trung Huynh, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen
2022	J	`jnl`	A Survey of Machine Unlearning. CoRR Thanh Tam Nguyen, Thanh Trung Huynh, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen
2022	J	`jnl`	Detecting Rumours with Latency Guarantees using Massive Streaming Data. CoRR Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen
2022	J	`jnl`	Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. CoRR Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2022	J	`jnl`	Entity Alignment for Knowledge Graphs With Multi-Order Convolutional Networks. IEEE Trans. Knowl. Data Eng. Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Quoc Viet Hung Nguyen
2022	J	`jnl`	Joint Multilingual Knowledge Graph Completion and Alignment. CoRR Vinh Tong, Dat Quoc Nguyen, Thanh Trung Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert
2022	A*	`conf`	Network Alignment with Holistic Embeddings (Extended Abstract). ICDE Thanh Trung Huynh, Duong Chi Thang, Thanh Tam Nguyen, Van Vinh Tong, Abdul Sattar, Hongzhi Yin, Quoc Viet Hung Nguyen
2022	—	`conf`	Social Multi-role Discovering with Hypergraph Embedding for Location-Based Social Networks. ACIIDS (1) Minh Tam Pham, Thanh Dat Hoang, Minh Hieu Nguyen, Viet Hung Vu, Thanh Trung Huynh, Quyet-Thang Huynh
2022	—	`conf`	Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. SoICT Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen
2021	J	`jnl`	A dual benchmarking study of facial forgery and facial forensics. CoRR Minh Tam Pham, Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Thanh Thi Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
2021	A*	`conf`	Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract). ICDE Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Nguyen Quoc Viet Hung
2021	J	`jnl`	Link-Intensive Alignment for Incomplete Knowledge Graphs. CoRR Vinh Van Tong, Thanh Trung Huynh, Thanh Tam Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Huynh Quyet Thang
2021	Misc	`conf`	ODAR: A Lightweight Object Detection Framework for Autonomous Driving Robots. DICTA Le Hoang Duong, Thanh Trung Huynh, Minh Tam Pham, Gwangzeen Ko, Jung Ick Moon, Jun Jo, Nguyen Quoc Viet Hung
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
2020	J	`jnl`	A comparative study on network alignment techniques. Expert Syst. Appl. Thanh Trung Huynh, Nguyen Thanh Toan, Van Vinh Tong, Thanh Dat Hoang, Duong Chi Thang, Nguyen Quoc Viet Hung, Abdul Sattar
2020	A*	`conf`	Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks. ICDE Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Nguyen Quoc Viet Hung
2020	—	`conf`	Efficient-Frequency: a hybrid visual forensic framework for facial forgery detection. SSCI Chau Xuan Truong Du, Le Hoang Duong, Thanh Trung Huynh, Minh Tam Pham, Nguyen Quoc Viet Hung, Jun Jo
2019	—	`conf`	Network Alignment by Representation Learning on Structure and Attribute. PRICAI (2) Thanh Trung Huynh, Van Vinh Tong, Chi Thang Duong, Huynh Quyet Thang, Quoc Viet Hung Nguyen, Abdul Sattar
2015	—	`conf`	A Java library for Constraint-Based Local Search: Application to the master thesis defense timetabling problem. SoICT Pham Quang Dung, Thanh Trung Huynh, Ta Duy Hoang, Nguyen Thanh Hoang