Thanh Tam Nguyen

According to our database, Thanh Tam Nguyen authored at least 85 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Handling Low Homophily in Recommender Systems With Partitioned Graph Transformer.

Thanh Tam Nguyen, Thanh Toan Nguyen, Matthias Weidlich, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin, Alan Wee-Chung Liew

IEEE Trans. Knowl. Data Eng., January, 2025

Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures.

Thanh Toan Nguyen, Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Thanh Trung Huynh, Thanh Thi Nguyen, Matthias Weidlich, Hongzhi Yin

ACM Comput. Surv., January, 2025

2024

A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era.

Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller

IEEE Comput. Intell. Mag., August, 2024

Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining.

Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Hung Nguyen, Hongzhi Yin, Thanh Thi Nguyen, Jun H. Jo, Quoc Viet Hung Nguyen

ACM Trans. Intell. Syst. Technol., February, 2024

Portable graph-based rumour detection against multi-modal heterophily.

Thanh Tam Nguyen, Zhao Ren, Thanh Thi Nguyen, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin

Knowl. Based Syst., 2024

Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention.

Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen

Inf. Sci., 2024

Instruction-Guided Editing Controls for Images and Multimedia: A Survey in LLM era.

Thanh Tam Nguyen, Zhao Ren, Trinh Pham, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen

CoRR, 2024

Heterogeneous Hypergraph Embedding for Recommendation Systems.

Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen

CoRR, 2024

Speech Emotion Recognition under Resource Constraints with Data Distillation.

Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Björn W. Schuller

CoRR, 2024

A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures.

Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen

CoRR, 2024

A dual benchmarking study of facial forgery and facial forensics.

Minh Tam Pham, Thanh Trung Huynh, Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Thi Nguyen, Jun Jo, Hongzhi Yin, Quoc Viet Hung Nguyen

CAAI Trans. Intell. Technol., 2024

Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience.

Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

PDC-FRS: Privacy-Preserving Data Contribution for Federated Recommender System.

Chaoqun Yang, Wei Yuan, Liang Qu, Thanh Tam Nguyen

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

Multi-task Learning of Heterogeneous Hypergraph Representations in LBSNs.

Dong Duc Anh Nguyen, Minh Hieu Nguyen, Phi Le Nguyen, Jun Jo, Hongzhi Yin, Thanh Tam Nguyen

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things.

Zhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh Tam Nguyen, Wolfgang Nejdl

IEEE J. Biomed. Health Informatics, November, 2023

Learning Holistic Interactions in LBSNs With High-Order, Dynamic, and Multi-Role Contexts.

Huynh Thanh Trung, Tong Van Vinh, Thanh Tam Nguyen, Jun Jo, Hongzhi Yin, Nguyen Quoc Viet Hung

IEEE Trans. Knowl. Data Eng., May, 2023

Example-based explanations for streaming fraud detection on graphs.

Thanh Tam Nguyen, Thanh Cong Phan, Hien Thu Pham, Thanh Thi Nguyen, Jun Jo, Quoc Viet Hung Nguyen

Inf. Sci., April, 2023

Detecting rumours with latency guarantees using massive streaming data.

Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen

VLDB J., March, 2023

Validating functional redundancy with mixed generative adversarial networks.

Thanh Tam Nguyen, Thanh Trung Huynh, Minh Tam Pham, Thanh Dat Hoang, Thanh Thi Nguyen, Quoc Viet Hung Nguyen

Knowl. Based Syst., March, 2023

Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks.

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

ACM Trans. Inf. Syst., 2023

Network Alignment With Holistic Embeddings.

Thanh Trung Huynh, Chi Thang Duong, Thanh Tam Nguyen, Tong Van Vinh, Abdul Sattar, Hongzhi Yin, Quoc Viet Hung Nguyen

IEEE Trans. Knowl. Data Eng., 2023

Deep MinCut: Learning Node Embeddings by Detecting Communities.

Chi Thang Duong, Thanh Tam Nguyen, Trung-Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen

Pattern Recognit., 2023

Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment.

Darnbi Sakong, Thanh Trung Huynh, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen

Int. J. Intell. Syst., 2023

Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction.

Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability.

Zhao Ren, Thanh Tam Nguyen, Mohammad Mehdi Zahedi, Wolfgang Nejdl

Proceedings of the International Joint Conference on Neural Networks, 2023

10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention.

Thanh Toan Nguyen, Quang Duc Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen

Proceedings of the International Joint Conference on Neural Networks, 2023

Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract).

Thanh Tam Nguyen, Chi Thang Duong, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Fast Yet Effective Speech Emotion Recognition with Self-Distillation.

Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2023

Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning.

Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Entity Alignment for Knowledge Graphs With Multi-Order Convolutional Networks.

Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Quoc Viet Hung Nguyen

IEEE Trans. Knowl. Data Eng., 2022

Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding.

Chi Thang Duong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen

IEEE Trans. Knowl. Data Eng., 2022

Nature vs. Nurture: Feature vs. Structure for Graph Neural Networks.

Duong Chi Thang, Thanh Dat Hoang, Thanh Tam Nguyen, Jun Jo, Nguyen Quoc Viet Hung, Karl Aberer

Pattern Recognit. Lett., 2022

Model-agnostic and diverse explanations for streaming rumour graphs.

Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen

Knowl. Based Syst., 2022

Real-time wildfire detection with semantic explanations.

Thanh Cong Phan, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen

Expert Syst. Appl., 2022

Deep learning for deepfakes creation and detection: A survey.

Thanh 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

Comput. Vis. Image Underst., 2022

Joint Multilingual Knowledge Graph Completion and Alignment.

Vinh Tong, Dat Quoc Nguyen, Thanh Trung Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert

CoRR, 2022

A Survey of Machine Unlearning.

Thanh Tam Nguyen, Thanh Trung Huynh, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen

CoRR, 2022

Lightweight Branching Self-distillation: Be Your Own Teacher.

Cailen Robertson, Duong Le, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Jun Jo

Proceedings of the Robot Intelligence Technology and Applications 7, 2022

Short-Term Traffic Speed Prediction Using Hybrid LSTM-SVR Model.

Nguyen Duc Khang Quach, Zhao Ren, Khiem Vinh Tran, Viet Hung Vu, Yong-Sik Chun, Thanh Tam Nguyen, Jun Jo

Proceedings of the Robot Intelligence Technology and Applications 7, 2022

Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis.

Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

exRumourLens: Auditable Rumour Detection with Multi-View Explanations.

Thanh Cong Phan, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Network Alignment with Holistic Embeddings (Extended Abstract).

Thanh Trung Huynh, Duong Chi Thang, Thanh Tam Nguyen, Van Vinh Tong, Abdul Sattar, Hongzhi Yin, Quoc Viet Hung Nguyen

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Perfomance Evalution for the GFDM in the vehiculare channel.

Cheng-Ying Yang, Hsuan-Fu Wang, Thanh Tam Nguyen

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

Prototype Learning for Interpretable Respiratory Sound Analysis.

Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl

Proceedings of the IEEE International Conference on Acoustics, 2022

A Comparative Study of Question Answering over Knowledge Bases.

Khiem Vinh Tran, Hao Phu Phan, Nguyen Duc Khang Quach, Ngan Luu-Thuy Nguyen, Jun Jo, Thanh Tam Nguyen

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

A Benchmarking Evaluation of Graph Neural Networks on Traffic Speed Prediction.

Nguyen Duc Khang Quach, Chaoqun Yang, Viet Hung Vu, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Jun Jo

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021

JUDO: Just-in-time rumour detection in streaming social platforms.

Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Thi Nguyen, Bay Vo, Jun Jo, Quoc Viet Hung Nguyen

Inf. Sci., 2021

Structural representation learning for network alignment with self-supervised anchor links.

Thanh Toan Nguyen, Minh Tam Pham, Thanh Tam Nguyen, Thanh Trung Huynh, Van Vinh Tong, Quoc Viet Hung Nguyen, Thanh Tho Quan

Expert Syst. Appl., 2021

Link-Intensive Alignment for Incomplete Knowledge Graphs.

Vinh Van Tong, Thanh Trung Huynh, Thanh Tam Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Huynh Quyet Thang

CoRR, 2021

A dual benchmarking study of facial forgery and facial forensics.

Minh Tam Pham, Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Thanh Thi Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen

CoRR, 2021

EIRES: Efficient Integration of Remote Data in Event Stream Processing.

Bo Zhao, Han van der Aa, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Matthias Weidlich

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract).

Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Tong Van Vinh, Darnbi Sakong, Bolong Zheng, Nguyen Quoc Viet Hung

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Are Rumors Always False?: Understanding Rumors Across Domains, Queries, and Ratings.

Xuan Truong Du Chau, Thanh Tam Nguyen, Jun Jo, Quoc Viet Hung Nguyen

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

Realtime Bushfire Detection with Spatial-based Complex Event Processing.

Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Cong Phan, Quang Duc Nguyen, Quoc Viet Hung Nguyen

Proceedings of the 15th International Conference on Advanced Computing and Applications, 2021

2020

Monitoring agriculture areas with satellite images and deep learning.

Thanh Tam Nguyen, Thanh Dat Hoang, Minh Tam Pham, Vu Tuyet Trinh, Thanh-Hung Nguyen, Quyet-Thang Huynh, Jun Jo

Appl. Soft Comput., 2020

Multi-Scale Bushfire Detection From Multi-Modal Streams of Remote Sensing Data.

Thanh Cong Phan, Thanh Tam Nguyen, Thanh Dat Hoang, Quoc Viet Hung Nguyen, Jun Jo

IEEE Access, 2020

FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort.

Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Bolong Zheng, Quang Huy Nguyen, Quoc Viet Hung Nguyen

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks.

Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Nguyen Quoc Viet Hung

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Debunking Misinformation on the Web: Detection, Validation, and Visualisation.

Thanh Tam Nguyen

PhD thesis, 2019

Efficient User Guidance for Validating Participatory Sensing Data.

Thanh Cong Phan, Thanh Tam Nguyen, Hongzhi Yin, Bolong Zheng, Bela Stantic, Nguyen Quoc Viet Hung

ACM Trans. Intell. Syst. Technol., 2019

User Guidance for Efficient Fact Checking.

Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Bolong Zheng, Quoc Viet Hung Nguyen, Bela Stantic

Proc. VLDB Endow., 2019

From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms.

Thanh Tam Nguyen, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Bela Stantic

Proc. VLDB Endow., 2019

Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models.

Nguyen Quoc Viet Hung, Matthias Weidlich, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Bela Stantic

Inf. Syst., 2019

Maximal fusion of facts on the web with credibility guarantee.

Thanh Tam Nguyen, Thanh Cong Phan, Quoc Viet Hung Nguyen, Karl Aberer, Bela Stantic

Inf. Fusion, 2019

Joint Sequential Data Prediction with Multi-stream Stacked LSTM Network.

Nguyen Thanh Toan, Orçun Gümüs, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, René Hexel, Jun Jo

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

2018

Computing Crowd Consensus with Partial Agreement.

Nguyen Quoc Viet Hung, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou

IEEE Trans. Knowl. Data Eng., 2018

Diversifying Group Recommendation.

Nguyen Thanh Toan, Thanh Cong Phan, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Bela Stantic

IEEE Access, 2018

What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration.

Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Answer validation for generic crowdsourcing tasks with minimal efforts.

Nguyen Quoc Viet Hung, Duong Chi Thang, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou

VLDB J., 2017

Argument discovery via crowdsourcing.

Nguyen Quoc Viet Hung, Chi Thang Duong, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou

VLDB J., 2017

Retaining Data from Streams of Social Platforms with Minimal Regret.

Thanh Tam Nguyen, Matthias Weidlich, Duong Chi Thang, Hongzhi Yin, Nguyen Quoc Viet Hung

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Learning space model for educational social networks.

Thanh Tam Nguyen, Insu Song

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Centrality clustering-based sampling for big data visualization.

Thanh Tam Nguyen, Insu Song

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Visualizing Learning Activities in Social Network.

Thi Hoang Yen Ho, Thanh Tam Nguyen, Insu Song

Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015

Result selection and summarization for Web Table search.

Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Matthias Weidlich, Karl Aberer

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

SMART: A tool for analyzing and reconciling schema matching networks.

Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Vinh Tuan Chau, Tri Kurniawan Wijaya, Zoltán Miklós, Karl Aberer, Avigdor Gal, Matthias Weidlich

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

An Evaluation of Diversification Techniques.

Duong Chi Thang, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Karl Aberer

Proceedings of the Database and Expert Systems Applications, 2015

Tag-Based Paper Retrieval: Minimizing User Effort with Diversity Awareness.

Nguyen Quoc Viet Hung, Do Son Thanh, Thanh Tam Nguyen, Karl Aberer

Proceedings of the Database Systems for Advanced Applications, 2015

2014

Reconciling Schema Matching Networks Through Crowdsourcing.

Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer

EAI Endorsed Trans. Collab. Comput., 2014

Pay-as-you-go reconciliation in schema matching networks.

Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Matthias Weidlich

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Privacy-Preserving Schema Reuse.

Nguyen Quoc Viet Hung, Do Son Thanh, Thanh Tam Nguyen, Karl Aberer

Proceedings of the Database Systems for Advanced Applications, 2014

2013

An Evaluation of Aggregation Techniques in Crowdsourcing.

Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Ngoc Tran Lam, Karl Aberer

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

BATC: a benchmark for aggregation techniques in crowdsourcing.

Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Ngoc Tran Lam, Karl Aberer

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

On Leveraging Crowdsourcing Techniques for Schema Matching Networks.

Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer

Proceedings of the Database Systems for Advanced Applications, 2013

2012

A Framework to Combine Multiple Matchers for Pair-Wise Schema Matching.

Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Thanh Tho Quan

Proceedings of the 2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Ho Chi Minh City, Vietnam, February 27, 2012