Quoc Viet Hung Nguyen

213 papers A* 43A 6B 5C 2Misc 4Journal 138Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A review of instruction-guided image editing. Eng. Appl. Artif. Intell. Thanh Tam Nguyen, Zhao Ren, Trinh Pham, Phi Le Nguyen, Quoc Viet Hung Nguyen, Hongzhi Yin
2026	J	`jnl`	Agentic Mixed-Source Multi-Modal Misinformation Detection with Adaptive Test-Time Scaling. CoRR Wei Jiang, Tong Chen, Wei Yuan, Quoc Viet Hung Nguyen, Hongzhi Yin
2026	J	`jnl`	An Efficient and Effective Evaluator for Text2SQL Models on Unseen and Unlabeled Data. CoRR Trinh Pham, Thanh Tam Nguyen, Viet Huynh, Hongzhi Yin, Quoc Viet Hung Nguyen
2026	J	`jnl`	DeepCGC: Unveiling the Deep Clustering Mechanism of Fast Graph Condensation. IEEE Trans. Knowl. Data Eng. Xinyi Gao, Wenjie Li, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin
2026	A*	`conf`	Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection. WWW Hung Vinh Tran, Tong Chen, Hechuan Wen, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin
2026	J	`jnl`	Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection. CoRR Hung Vinh Tran, Tong Chen, Hechuan Wen, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin
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`	Evolutionary Router Feature Generation for Zero-Shot Graph Anomaly Detection with Mixture-of-Experts. CoRR Haiyang Jiang, Tong Chen, Xinyi Gao, Guansong Pang, Quoc Viet Hung Nguyen, Hongzhi Yin
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
2026	J	`jnl`	Handling data sparsity and model poisoning attacks in federated sequential recommender systems. Knowl. Based Syst. Minh Hieu Nguyen, Thanh Tam Nguyen, Jun Jo, Duc Anh Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
2026	J	`jnl`	Integrating Vision-Centric Text Understanding for Conversational Recommender Systems. CoRR Wei Yuan, Shutong Qiao, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Hongzhi Yin
2026	A*	`conf`	OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models. WWW Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan
2026	J	`jnl`	OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models. CoRR Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan
2026	J	`jnl`	Reasoning Pattern Alignment Merging for Adaptive Reasoning. CoRR Zhaofeng Zhong, Wei Yuan, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin
2026	J	`jnl`	Scalable and effective negative sample generation for hyperedge prediction. Neural Networks Shilin Qu, Weiqing Wang, Yuan-Fang Li, Quoc Viet Hung Nguyen, Hongzhi Yin
2026	A*	`conf`	SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World. AAAI Jiaqi Zhang, Chen Gao, Liyuan Zhang, Quoc Viet Hung Nguyen, Hongzhi Yin
2026	J	`jnl`	When Text-as-Vision Meets Semantic IDs in Generative Recommendation: An Empirical Study. CoRR Shutong Qiao, Wei Yuan, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin
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	Misc	`conf`	An Extensible Benchmark for Value Ambiguity Resolution in Text-to-SQL. ADC Minh Tam Pham, Quoc Viet Hung Nguyen, Jun Jo, Thanh Tam 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`	Controllable and Stealthy Shilling Attacks via Dispersive Latent Diffusion. CoRR Shutong Qiao, Wei Yuan, Junliang Yu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2025	Misc	`ed.`	Databases Theory and Applications - 35th Australasian Database Conference, ADC 2024, Gold Coast, QLD, Australia, December 16-18, 2024, Proceedings ADC Tong Chen, Yang Cao, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2025	J	`jnl`	Distributed Seasonal Temporal Pattern Mining. CoRR Van Ho-Long, Nguyen Ho, Anh-Vu Dinh-Duc, Ha Manh Tran, Ky Trung Nguyen, Tran Dung Pham, Quoc Viet Hung Nguyen
2025	J	`jnl`	Do as I Can, Not as I Get: Topology-Aware Multi-Hop Reasoning on Multi-Modal Knowledge Graphs. IEEE Trans. Knowl. Data Eng. Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
2025	A	`conf`	Efficient Multimodal Streaming Recommendation via Expandable Side Mixture-of-Experts. CIKM Yunke Qu, Liang Qu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2025	J	`jnl`	Efficient Multimodal Streaming Recommendation via Expandable Side Mixture-of-Experts. CoRR Yunke Qu, Liang Qu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2025	J	`jnl`	Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection. CoRR Junjun Pan, Yixin Liu, Rui Miao, Kaize Ding, Yu Zheng, Quoc Viet Hung Nguyen, Alan Wee-Chung Liew, Shirui Pan
2025	J	`jnl`	FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services. ACM Trans. Inf. Syst. Wei Yuan, Chaoqun Yang, Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2025	—	`conf`	Graph Condensation: Foundations, Methods and Prospects. WWW (Companion Volume) Hongzhi Yin, Xinyi Gao, Junliang Yu, Ruihong Qiu, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang
2025	—	`conf`	HBS-KGLLM: A General Framework for Generating Knowledge Graphs for Jailbreaking. DASFAA (3) Xinzhe Zhao, Bohan Li, Junnan Zhuo, Wenlong Wu, Ruilong Huang, Yuanrui Liu, Haofen Wang, Hua Dai, Quoc Viet Hung 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	A	`conf`	Harnessing Large Language Models for Group POI Recommendations. CIKM Jing Long, Liang Qu, Junliang Yu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2025	A*	`conf`	ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems. SIGIR Zongwei Wang, Min Gao, Junliang Yu, Xinyi Gao, Quoc Viet Hung Nguyen, Shazia Sadiq, Hongzhi Yin
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	—	`conf`	Memory-Enhanced Invariant Prompt Learning for Urban Flow Prediction Under Distribution Shifts. ECML/PKDD (3) Haiyang Jiang, Tong Chen, Wentao Zhang, Quoc Viet Hung Nguyen, Yuan Yuan, Yong Li, Hongzhi Yin
2025	J	`jnl`	Model-Free Counterfactual Subset Selection at Scale. CoRR Minh Hieu Nguyen, Viet Hung Doan, Anh Tuan Nguyen, Jun Jo, Quoc Viet Hung Nguyen
2025	Misc	`conf`	Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents. ADC Khanh Trinh Pham, Thu Huong Nguyen, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2025	J	`jnl`	Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents. CoRR Khanh Trinh Pham, Thu Huong Nguyen, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2025	A*	`conf`	On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective. WWW Hung Vinh Tran, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin
2025	J	`jnl`	PTF-FSR: A Parameter Transmission-Free Federated Sequential Recommender System. ACM Trans. Inf. Syst. Wei Yuan, Chaoqun Yang, Liang Qu, Quoc Viet Hung Nguyen, Guanhua Ye, Hongzhi Yin
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
2025	J	`jnl`	Robust federated contrastive recommender system against targeted model poisoning attack. Sci. China Inf. Sci. Wei Yuan, Chaoqun Yang, Liang Qu, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin
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
2025	J	`jnl`	Special topic on cloud-edge collaboration for on-device recommendation. Sci. China Inf. Sci. Hongzhi Yin, Bin Cui, Xiaofang Zhou, Tong Chen, Quoc Viet Hung Nguyen, Xiangliang Zhang
2025	J	`jnl`	TableDART: Dynamic Adaptive Multi-Modal Routing for Table Understanding. CoRR Xiaobo Xing, Wei Yuan, Tong Chen, Quoc Viet Hung Nguyen, Xiangliang Zhang, Hongzhi Yin
2025	B	`conf`	Task Allocation for Autonomous Machines using Computational Intelligence and Deep Reinforcement Learning. SMC Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Jonathan Kua, Imran Razzak, Dung Nguyen, Saeid Nahavandi
2025	J	`jnl`	Task Allocation for Autonomous Machines using Computational Intelligence and Deep Reinforcement Learning. CoRR Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Jonathan Kua, Imran Razzak, Dung Nguyen, Saeid Nahavandi
2025	B	`conf`	The Emergence of Deep Reinforcement Learning for Path Planning. SMC Thanh Thi Nguyen, Saeid Nahavandi, Imran Razzak, Dung Nguyen, Nhat Truong Pham, Quoc Viet Hung Nguyen
2025	J	`jnl`	The Emergence of Deep Reinforcement Learning for Path Planning. CoRR Thanh Thi Nguyen, Saeid Nahavandi, Imran Razzak, Dung Nguyen, Nhat Truong Pham, Quoc Viet Hung Nguyen
2025	J	`jnl`	Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation. CoRR Huu Tien Nguyen, Dac Thai Nguyen, The Minh Duc Nguyen, Trung Thanh Nguyen, Thao Nguyen Truong, Huy Hieu Pham, Johan Barthelemy, Minh Quan Tran, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Quynh Anh Chau, Hong Son Mai, Thanh Trung Nguyen, Phi Le Nguyen
2025	A*	`conf`	Towards Propagation-Aware Representation Learning for Supervised Social Media Graph Analytics. ICDM Wei Jiang, Tong Chen, Wei Yuan, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin
2025	J	`jnl`	Towards Propagation-aware Representation Learning for Supervised Social Media Graph Analytics. CoRR Wei Jiang, Tong Chen, Wei Yuan, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin
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 Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems. CoRR Hung Vinh Tran, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui, Hongzhi Yin
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`	Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation. ICDE Xinyi Gao, Wentao Zhang, Junliang Yu, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin
2024	A	`conf`	Budgeted Embedding Table For Recommender Systems. WSDM Yunke Qu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
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	J	`jnl`	Explicit Knowledge Graph Reasoning for Conversational Recommendation. ACM Trans. Intell. Syst. Technol. Xuhui Ren, Tong Chen, Quoc Viet Hung Nguyen, Lizhen Cui, Zi Huang, Hongzhi Yin
2024	J	`jnl`	FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services. CoRR Wei Yuan, Chaoqun Yang, Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
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	A*	`conf`	Graph Condensation for Inductive Node Representation Learning. ICDE Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin
2024	J	`jnl`	Graph neural networks with deep mutual learning for designing multi-modal recommendation systems. Inf. Sci. Jianing Li, Chaoqun Yang, Guanhua Ye, Quoc Viet Hung Nguyen
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	J	`jnl`	Heterogeneous decentralised machine unlearning with seed model distillation. CAAI Trans. Intell. Technol. Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2024	A*	`conf`	Hide Your Model: A Parameter Transmission-free Federated Recommender System. ICDE Wei Yuan, Chaoqun Yang, Liang Qu, Quoc Viet Hung Nguyen, Jianxin Li, Hongzhi Yin
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	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`	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`	LLM-Powered Text Simulation Attack Against ID-Free Recommender Systems. CoRR Zongwei Wang, Min Gao, Junliang Yu, Xinyi Gao, Quoc Viet Hung Nguyen, Shazia Sadiq, Hongzhi Yin
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`	On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective. CoRR Hung Vinh Tran, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin
2024	J	`jnl`	PTF-FSR: A Parameter Transmission-Free Federated Sequential Recommender System. CoRR Wei Yuan, Chaoqun Yang, Liang Qu, Quoc Viet Hung Nguyen, Guanhua Ye, Hongzhi Yin
2024	A*	`conf`	Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. WWW Jing Long, Tong Chen, Guanhua Ye, Kai Zheng, Quoc Viet Hung Nguyen, 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
2024	A*	`conf`	Prompt-enhanced Federated Content Representation Learning for Cross-domain Recommendation. WWW Lei Guo, Ziang Lu, Junliang Yu, Quoc Viet Hung Nguyen, Hongzhi Yin
2024	J	`jnl`	Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition. CoRR Xinyi Gao, Tong Chen, Wentao Zhang, Junliang Yu, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin
2024	J	`jnl`	Robust Federated Contrastive Recommender System against Model Poisoning Attack. CoRR Wei Yuan, Chaoqun Yang, Liang Qu, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin
2024	A	`conf`	Scalable Dynamic Embedding Size Search for Streaming Recommendation. CIKM Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin
2024	J	`jnl`	Scalable Dynamic Embedding Size Search for Streaming Recommendation. CoRR Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin
2024	J	`jnl`	Scalable and Effective Negative Sample Generation for Hyperedge Prediction. CoRR Shilin Qu, Weiqing Wang, Yuan-Fang Li, Quoc Viet Hung Nguyen, 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
2024	J	`jnl`	Tackling Data Heterogeneity in Federated Time Series Forecasting. CoRR Wei Yuan, Guanhua Ye, Xiangyu Zhao, Quoc Viet Hung Nguyen, Yang Cao, Hongzhi Yin
2024	J	`jnl`	TinyAD: Memory-Efficient Anomaly Detection for Time-Series Data in Industrial IoT. IEEE Trans. Ind. Informatics Yuting Sun, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2024	J	`jnl`	Unleashing the Power of Large Language Models for Group POI Recommendations. CoRR Jing Long, Liang Qu, Guanhua Ye, Tong Chen, 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`	Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation. CoRR Xinyi Gao, Wentao Zhang, Junliang Yu, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin
2023	J	`jnl`	Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion. CoRR Lijian Chen, Wei Yuan, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	J	`jnl`	Budgeted Embedding Table For Recommender Systems. CoRR Yunke Qu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
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	A*	`conf`	DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning. SIGIR Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
2023	J	`jnl`	DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning. CoRR Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
2023	J	`jnl`	Decentralized Collaborative Learning Framework for Next POI Recommendation. ACM Trans. Inf. Syst. Jing Long, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	J	`jnl`	Deep MinCut: Learning Node Embeddings by Detecting Communities. Pattern Recognit. Chi Thang Duong, Thanh Tam Nguyen, Trung-Dung Hoang, Hongzhi Yin, Matthias Weidlich, 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	J	`jnl`	Do as I can, not as I get: Topology-aware multi-hop reasoning on multi-modal knowledge graphs. CoRR Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
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	A*	`conf`	Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract). ICDE Thanh Tam Nguyen, Chi Thang Duong, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen
2023	J	`jnl`	Example-based explanations for streaming fraud detection on graphs. Inf. Sci. Thanh Tam Nguyen, Thanh Cong Phan, Hien Thu Pham, Thanh Thi Nguyen, Jun Jo, Quoc Viet Hung Nguyen
2023	J	`jnl`	Explicit Knowledge Graph Reasoning for Conversational Recommendation. CoRR Xuhui Ren, Tong Chen, Quoc Viet Hung Nguyen, Lizhen Cui, Zi Huang, Hongzhi Yin
2023	J	`jnl`	Graph Condensation for Inductive Node Representation Learning. CoRR Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin
2023	J	`jnl`	Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation. IEEE J. Biomed. Health Informatics Guanhua Ye, Tong Chen, Yawen Li, Lizhen Cui, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	J	`jnl`	Heterogeneous Decentralized Machine Unlearning with Seed Model Distillation. CoRR Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	J	`jnl`	Hide Your Model: A Parameter Transmission-free Federated Recommender System. CoRR Wei Yuan, Chaoqun Yang, Liang Qu, Quoc Viet Hung Nguyen, Jianxin Li, Hongzhi Yin
2023	J	`jnl`	High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion. CoRR Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
2023	A*	`conf`	Interaction-level Membership Inference Attack Against Federated Recommender Systems. WWW Wei Yuan, Chaoqun Yang, Quoc Viet Hung Nguyen, Lizhen Cui, Tieke He, Hongzhi Yin
2023	J	`jnl`	Interaction-level Membership Inference Attack Against Federated Recommender Systems. CoRR Wei Yuan, Chaoqun Yang, Quoc Viet Hung Nguyen, Lizhen Cui, Tieke He, Hongzhi Yin
2023	J	`jnl`	Joint Semantic and Structural Representation Learning for Enhancing User Preference Modelling. CoRR Xuhui Ren, Wei Yuan, Tong Chen, Chaoqun Yang, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	A*	`conf`	Learning Compact Compositional Embeddings via Regularized Pruning for Recommendation. ICDM Xurong Liang, Tong Chen, Quoc Viet Hung Nguyen, Jianxin Li, Hongzhi Yin
2023	J	`jnl`	Learning Compact Compositional Embeddings via Regularized Pruning for Recommendation. CoRR Xurong Liang, Tong Chen, Quoc Viet Hung Nguyen, Jianxin Li, Hongzhi Yin
2023	A*	`conf`	Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures. SIGIR Wei Yuan, Quoc Viet Hung Nguyen, Tieke He, Liang Chen, Hongzhi Yin
2023	J	`jnl`	Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures. CoRR Wei Yuan, Quoc Viet Hung Nguyen, Tieke He, Liang Chen, Hongzhi Yin
2023	J	`jnl`	Manipulating Visually-aware Federated Recommender Systems and Its Countermeasures. CoRR Wei Yuan, Shilong Yuan, Chaoqun Yang, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	A*	`conf`	Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. SIGIR Jing Long, Tong Chen, Quoc Viet Hung Nguyen, Guandong Xu, Kai Zheng, Hongzhi Yin
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`	On the Interaction between Node Fairness and Edge Privacy in Graph Neural Networks. CoRR He Zhang, Xingliang Yuan, Quoc Viet Hung Nguyen, Shirui Pan
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`	ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences. ACM Trans. Inf. Syst. Mubashir Imran, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Alexander Zhou, Kai Zheng
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`	Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks. CoRR Xinyi Gao, Wentao Zhang, Tong Chen, Junliang Yu, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	A*	`conf`	Semi-decentralized Federated Ego Graph Learning for Recommendation. WWW Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin
2023	J	`jnl`	Semi-decentralized Federated Ego Graph Learning for Recommendation. CoRR Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin
2023	—	`conf`	Solving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules. ICCS (2) Thanh Thi Nguyen, Minh Cuong Nguyen, Thien Huynh-The, Quoc-Viet Pham, Quoc Viet Hung Nguyen, Imran Razzak, Vijay Janapa Reddi
2023	A*	`conf`	Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data. NeurIPS Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan
2023	J	`jnl`	Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data. CoRR Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan
2023	J	`jnl`	Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution. IEEE Trans. Knowl. Data Eng. Yu Yang, Hongzhi Yin, Jiannong Cao, Tong Chen, Quoc Viet Hung Nguyen, Xiaofang Zhou, Lei Chen
2023	J	`jnl`	TinyAD: Memory-efficient anomaly detection for time series data in Industrial IoT. CoRR Yuting Sun, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
2023	—	`conf`	Towards Few-Shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-Guided Neural Process Approach. ECML/PKDD (3) Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
2023	J	`jnl`	Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach. CoRR Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
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 Benchmarking Evaluation of Graph Neural Networks on Traffic Speed Prediction. ADMA (1) Nguyen Duc Khang Quach, Chaoqun Yang, Viet Hung Vu, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Jun Jo
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	A*	`conf`	Are Graph Augmentations Necessary?: Simple Graph Contrastive Learning for Recommendation. SIGIR Junliang Yu, Hongzhi Yin, Xin Xia, Tong Chen, Lizhen Cui, Quoc Viet Hung Nguyen
2022	J	`jnl`	Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Thien Huynh-The, Saeid Nahavandi, Thanh Tam Nguyen, Quoc-Viet Pham, Cuong M. 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 Graph Neural Network Inference at Large Scale. CoRR Xinyi Gao, Wentao Zhang, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin
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`	Efficient On-Device Session-Based Recommendation. CoRR Xin Xia, Junliang Yu, Qinyong Wang, Chaoqun Yang, Quoc Viet Hung Nguyen, Hongzhi Yin
2022	J	`jnl`	Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding. IEEE Trans. Knowl. Data Eng. Chi Thang Duong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen
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`	Incremental Density-Based Clustering on Multicore Processors. IEEE Trans. Pattern Anal. Mach. Intell. Son T. Mai, Jon Jacobsen, Sihem Amer-Yahia, Ivor T. A. Spence, Nhat-Phuong Tran, Ira Assent, Quoc Viet Hung Nguyen
2022	—	`conf`	Joint Multilingual Knowledge Graph Completion and Alignment. EMNLP (Findings) Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert
2022	—	`conf`	Lightweight Branching Self-distillation: Be Your Own Teacher. RiTA Cailen Robertson, Duong Le, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Jun Jo
2022	J	`jnl`	Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs. CoRR Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
2022	J	`jnl`	Model-agnostic and diverse explanations for streaming rumour graphs. Knowl. Based Syst. Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
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	A*	`conf`	On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation. SIGIR Xin Xia, Hongzhi Yin, Junliang Yu, Qinyong Wang, Guandong Xu, Quoc Viet Hung Nguyen
2022	J	`jnl`	PM-LSH: a fast and accurate in-memory framework for high-dimensional approximate NN and closest pair search. VLDB J. Bolong Zheng, Xi Zhao, Lianggui Weng, Quoc Viet Hung Nguyen, Hang Liu, Christian S. Jensen
2022	J	`jnl`	Personalized On-Device E-Health Analytics With Decentralized Block Coordinate Descent. IEEE J. Biomed. Health Informatics Guanhua Ye, Hongzhi Yin, Tong Chen, Miao Xu, Quoc Viet Hung Nguyen, Jiangning Song
2022	A	`conf`	PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion. WSDM Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Quoc Viet Hung Nguyen, Lizhen Cui
2022	J	`jnl`	Preface - Special Issue on Misinformation on the Web. Inf. Syst. Karl Aberer, Ioannis Katakis, Quoc Viet Hung Nguyen, Hongzhi Yin
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
2022	A*	`conf`	Thinking inside The Box: Learning Hypercube Representations for Group Recommendation. SIGIR Tong Chen, Hongzhi Yin, Jing Long, Quoc Viet Hung Nguyen, Yang Wang, Meng Wang
2022	J	`jnl`	Thinking inside The Box: Learning Hypercube Representations for Group Recommendation. CoRR Tong Chen, Hongzhi Yin, Jing Long, Quoc Viet Hung Nguyen, Yang Wang, Meng Wang
2022	J	`jnl`	Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution. CoRR Yu Yang, Hongzhi Yin, Jiannong Cao, Tong Chen, Quoc Viet Hung Nguyen, Xiaofang Zhou, Lei Chen
2022	A*	`conf`	exRumourLens: Auditable Rumour Detection with Multi-View Explanations. ICDE Thanh Cong Phan, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung 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	C	`conf`	Are Rumors Always False?: Understanding Rumors Across Domains, Queries, and Ratings. ADMA Xuan Truong Du Chau, Thanh Tam Nguyen, Jun Jo, Quoc Viet Hung Nguyen
2021	A*	`conf`	DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation. IJCAI Lei Guo, Li Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin
2021	J	`jnl`	DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation. CoRR Lei Guo, Li Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin
2021	—	`conf`	EIRES: Efficient Integration of Remote Data in Event Stream Processing. SIGMOD Conference Bo Zhao, Han van der Aa, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Matthias Weidlich
2021	J	`jnl`	Efficient Streaming Subgraph Isomorphism with Graph Neural Networks. Proc. VLDB Endow. Chi Thang Duong, Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2021	J	`jnl`	Graph Augmentation-Free Contrastive Learning for Recommendation. CoRR Junliang Yu, Hongzhi Yin, Xin Xia, Lizhen Cui, 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	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	J	`jnl`	Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent. CoRR Guanhua Ye, Hongzhi Yin, Tong Chen, Miao Xu, Quoc Viet Hung Nguyen, Jiangning Song
2021	J	`jnl`	PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion. CoRR Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Quoc Viet Hung Nguyen, Lizhen Cui
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`	Scalable Robust Graph Embedding with Spark. Proc. VLDB Endow. Chi Thang Duong, Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
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	A*	`conf`	FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort. SIGIR Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Bolong Zheng, Quang Huy Nguyen, Quoc Viet Hung Nguyen
2020	A*	`conf`	GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection. SIGIR Shijie Zhang, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui
2020	J	`jnl`	GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection. CoRR Shijie Zhang, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui
2020	A*	`conf`	Graph Embeddings for One-pass Processing of Heterogeneous Queries. ICDE Chi Thang Duong, Hongzhi Yin, Dung Hoang, Minn Hung Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2020	J	`jnl`	Group-Based Recurrent Neural Networks for POI Recommendation. Trans. Data Sci. Guohui Li, Qi Chen, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Xiaofang Zhou
2020	J	`jnl`	Multi-Scale Bushfire Detection From Multi-Modal Streams of Remote Sensing Data. IEEE Access Thanh Cong Phan, Thanh Tam Nguyen, Thanh Dat Hoang, Quoc Viet Hung Nguyen, Jun Jo
2020	A*	`conf`	Sequence-Aware Factorization Machines for Temporal Predictive Analytics. ICDE Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou
2020	A*	`conf`	Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation. AAAI Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin
2019	A*	`conf`	AIR: Attentional Intention-Aware Recommender Systems. ICDE Tong Chen, Hongzhi Yin, Hongxu Chen, Rui Yan, Quoc Viet Hung Nguyen, Xue Li
2019	A*	`conf`	Enhancing Collaborative Filtering with Generative Augmentation. KDD Qinyong Wang, Hongzhi Yin, Hao Wang, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui
2019	A*	`conf`	Exploiting Centrality Information with Graph Convolutions for Network Representation Learning. ICDE Hongxu Chen, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li
2019	J	`jnl`	From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms. Proc. VLDB Endow. Thanh Tam Nguyen, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Bela Stantic
2019	A*	`conf`	Inferring Substitutable Products with Deep Network Embedding. IJCAI Shijie Zhang, Hongzhi Yin, Qinyong Wang, Tong Chen, Hongxu Chen, Quoc Viet Hung Nguyen
2019	J	`jnl`	Maximal fusion of facts on the web with credibility guarantee. Inf. Fusion Thanh Tam Nguyen, Thanh Cong Phan, Quoc Viet Hung Nguyen, Karl Aberer, Bela Stantic
2019	—	`conf`	Multi-hop Path Queries over Knowledge Graphs with Neural Memory Networks. DASFAA (1) Qinyong Wang, Hongzhi Yin, Weiqing Wang, Zi Huang, Guibing Guo, Quoc Viet Hung Nguyen
2019	J	`jnl`	Multi-label classification via label correlation and first order feature dependance in a data stream. Pattern Recognit. Tien Thanh Nguyen, Thi Thu Thuy Nguyen, Anh Vu Luong, Quoc Viet Hung Nguyen, Alan Wee-Chung Liew, Bela Stantic
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
2019	J	`jnl`	On Node Features for Graph Neural Networks. CoRR Chi Thang Duong, Thanh Dat Hoang, Ha The Hien Dang, Quoc Viet Hung Nguyen, Karl Aberer
2019	A*	`conf`	Online User Representation Learning Across Heterogeneous Social Networks. SIGIR Weiqing Wang, Hongzhi Yin, Xingzhong Du, Wen Hua, Yongjun Li, Quoc Viet Hung Nguyen
2019	C	`conf`	Optimising Deep Learning Split Deployment for IoT Edge Networks. PDCAT Cailen Robertson, Jia Li, Ryoma J. Ohira, Quoc Viet Hung Nguyen, Jun Jo
2019	J	`jnl`	Parallel Computation of Graph Embeddings. CoRR Chi Thang Duong, Hongzhi Yin, Thanh Dat Hoang, Truong Giang Le Ba, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2019	J	`jnl`	Searching activity trajectory with keywords. World Wide Web Bolong Zheng, Kai Zheng, Peter Scheuermann, Xiaofang Zhou, Quoc Viet Hung Nguyen, Chenliang Li
2019	J	`jnl`	Sequence-Aware Factorization Machines for Temporal Predictive Analytics. CoRR Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou
2019	J	`jnl`	Spatiotemporal Representation Learning for Translation-Based POI Recommendation. ACM Trans. Inf. Syst. Tieyun Qian, Bei Liu, Quoc Viet Hung Nguyen, Hongzhi Yin
2019	J	`jnl`	User Guidance for Efficient Fact Checking. Proc. VLDB Endow. Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Bolong Zheng, Quoc Viet Hung Nguyen, Bela Stantic
2018	—	`conf`	An Ensemble System with Random Projection and Dynamic Ensemble Selection. ACIIDS (1) Manh Truong Dang, Anh Vu Luong, Tuyet-Trinh Vu, Quoc Viet Hung Nguyen, Tien Thanh Nguyen, Bela Stantic
2018	A*	`conf`	Computing Crowd Consensus with Partial Agreement. ICDE Quoc Viet Hung Nguyen, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou
2018	A*	`conf`	Joint Event-Partner Recommendation in Event-Based Social Networks. ICDE Hongzhi Yin, Lei Zou, Quoc Viet Hung Nguyen, Zi Huang, Xiaofang Zhou
2018	J	`jnl`	Mobi-SAGE-RS: A sparse additive generative model-based mobile application recommender system. Knowl. Based Syst. Hongzhi Yin, Weiqing Wang, Liang Chen, Xingzhong Du, Quoc Viet Hung Nguyen, Zi Huang
2018	A*	`conf`	PME: Projected Metric Embedding on Heterogeneous Networks for Link Prediction. KDD Hongxu Chen, Hongzhi Yin, Weiqing Wang, Hao Wang, Quoc Viet Hung Nguyen, Xue Li
2018	A*	`conf`	REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. KDD Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng
2018	A*	`conf`	Streaming Ranking Based Recommender Systems. SIGIR Weiqing Wang, Hongzhi Yin, Zi Huang, Qinyong Wang, Xingzhong Du, Quoc Viet Hung Nguyen
2018	J	`jnl`	TPM: A Temporal Personalized Model for Spatial Item Recommendation. ACM Trans. Intell. Syst. Technol. Weiqing Wang, Hongzhi Yin, Xingzhong Du, Quoc Viet Hung Nguyen, Xiaofang Zhou
2018	A*	`conf`	What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. ICDE Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic
2017	J	`jnl`	A Novel Centrality Cascading Based Edge Parameter Evaluation Method for Robust Influence Maximization. IEEE Access Xiaolong Deng, Yingtong Dou, Tiejun Lv, Quoc Viet Hung Nguyen
2017	Misc	`conf`	Provenance-Based Rumor Detection. ADC Chi Thang Duong, Quoc Viet Hung Nguyen, Sen Wang, Bela Stantic
2017	A*	`conf`	SPTF: A Scalable Probabilistic Tensor Factorization Model for Semantic-Aware Behavior Prediction. ICDM Hongzhi Yin, Hongxu Chen, Xiaoshuai Sun, Hao Wang, Yang Wang, Quoc Viet Hung Nguyen