Thanh Tam Nguyen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 77

Top Topics

Answer Validation

Schema Matching

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Thanh Tam Nguyen, Zhao Ren, Thanh Thi Nguyen, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin
Portable graph-based rumour detection against multi-modal heterophily. Knowl. Based Syst. 284 (2024)
Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. IEEE Comput. Intell. Mag. 19 (3) (2024)
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 (2024)
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 (2024)
Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Björn W. Schuller
Speech Emotion Recognition under Resource Constraints with Data Distillation. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Hung Nguyen, Hongzhi Yin, Thanh Thi Nguyen, Jun H. Jo, Quoc Viet Hung Nguyen
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
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) (2023)
Thanh Tam Nguyen, Thanh Cong Phan, Hien Thu Pham, Thanh Thi Nguyen, Jun Jo, Quoc Viet Hung Nguyen
Example-based explanations for streaming fraud detection on graphs. Inf. Sci. 621 (2023)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller
Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning. ICASSP (2023)
Thanh Tam Nguyen, Chi Thang Duong, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen
Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract). ICDE (2023)
Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. CoRR (2023)
Zhao Ren, Thanh Tam Nguyen, Mohammad Mehdi Zahedi, Wolfgang Nejdl
Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability. IJCNN (2023)
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 (2023)
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 (2023)
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) (2023)
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) (2023)
Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller
Fast Yet Effective Speech Emotion Recognition with Self-Distillation. ICASSP (2023)
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)
Zhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh Tam Nguyen, Wolfgang Nejdl
Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things. IEEE J. Biomed. Health Informatics 27 (11) (2023)
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) (2023)
Thanh Toan Nguyen, Quang Duc Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention. IJCNN (2023)
Chi Thang Duong, Thanh Tam Nguyen, Trung-Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen
Deep MinCut: Learning Node Embeddings by Detecting Communities. Pattern Recognit. 134 (2023)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning. CoRR (2022)
Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs. CoRR (2022)
Nguyen Duc Khang Quach, Zhao Ren, Khiem Vinh Tran, Viet Hung Vu, Yong-Sik Chun, Thanh Tam Nguyen, Jun Jo
Short-Term Traffic Speed Prediction Using Hybrid LSTM-SVR Model. RiTA (2022)
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) (2022)
Cheng-Ying Yang, Hsuan-Fu Wang, Thanh Tam Nguyen
Perfomance Evalution for the GFDM in the vehiculare channel. ICCE-TW (2022)
Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller
Fast Yet Effective Speech Emotion Recognition with Self-distillation. CoRR (2022)
Duong Chi Thang, Thanh Dat Hoang, Thanh Tam Nguyen, Jun Jo, Nguyen Quoc Viet Hung, Karl Aberer
Nature vs. Nurture: Feature vs. Structure for Graph Neural Networks. Pattern Recognit. Lett. 159 (2022)
Chi Thang Duong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen
Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
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)
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 (2022)
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 (2022)
Khiem Vinh Tran, Hao Phu Phan, Nguyen Duc Khang Quach, Ngan Luu-Thuy Nguyen, Jun Jo, Thanh Tam Nguyen
A Comparative Study of Question Answering over Knowledge Bases. ADMA (1) (2022)
Thanh Cong Phan, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Toan Nguyen, Jun Jo, Quoc Viet Hung Nguyen
Real-time wildfire detection with semantic explanations. Expert Syst. Appl. 201 (2022)
Thanh Cong Phan, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
exRumourLens: Auditable Rumour Detection with Multi-View Explanations. ICDE (2022)
Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl
Prototype Learning for Interpretable Respiratory Sound Analysis. ICASSP (2022)
Nguyen Duc Khang Quach, Chaoqun Yang, Viet Hung Vu, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Jun Jo
A Benchmarking Evaluation of Graph Neural Networks on Traffic Speed Prediction. ADMA (1) (2022)
Khiem Vinh Tran, Hao Phu Phan, Nguyen Duc Khang Quach, Ngan Luu-Thuy Nguyen, Jun Jo, Thanh Tam Nguyen
A Comparative Study of Question Answering over Knowledge Bases. CoRR (2022)
Cailen Robertson, Duong Le, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Jun Jo
Lightweight Branching Self-distillation: Be Your Own Teacher. RiTA (2022)
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
Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. 223 (2022)
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 (2022)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. INTERSPEECH (2022)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. CoRR (2022)
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 (2022)
Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
Model-agnostic and diverse explanations for streaming rumour graphs. Knowl. Based Syst. 253 (2022)
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 (2021)
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 (2021)
Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Thi Nguyen, Bay Vo, Jun Jo, Quoc Viet Hung Nguyen
JUDO: Just-in-time rumour detection in streaming social platforms. Inf. Sci. 570 (2021)
Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Cong Phan, Quang Duc Nguyen, Quoc Viet Hung Nguyen
Realtime Bushfire Detection with Spatial-based Complex Event Processing. ACOMP (2021)
Bo Zhao, Han van der Aa, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Matthias Weidlich
EIRES: Efficient Integration of Remote Data in Event Stream Processing. SIGMOD Conference (2021)
Nguyen Thanh Toan, 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 (2021)
Xuan Truong Du Chau, Thanh Tam Nguyen, Jun Jo, Quoc Viet Hung Nguyen
Are Rumors Always False?: Understanding Rumors Across Domains, Queries, and Ratings. ADMA (2021)
Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl
Prototype Learning for Interpretable Respiratory Sound Analysis. CoRR (2021)
Thanh Cong Phan, Thanh Tam Nguyen, Thanh Dat Hoang, Quoc Viet Hung Nguyen, Jun Jo
Multi-Scale Bushfire Detection From Multi-Modal Streams of Remote Sensing Data. IEEE Access 8 (2020)
Thanh Tam Nguyen, Thanh Dat Hoang, Minh Tam Pham, Vu Tuyet Trinh, Thanh-Hung Nguyen, Quyet-Thang Huynh, Jun Jo
Monitoring agriculture areas with satellite images and deep learning. Appl. Soft Comput. 95 (2020)
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)
Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Bolong Zheng, Quang Huy Nguyen, Quoc Viet Hung Nguyen
FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort. SIGIR (2020)
Nguyen Quoc Viet Hung, Matthias Weidlich, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Bela Stantic
Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models. Inf. Syst. 83 (2019)
Thanh Cong Phan, Thanh Tam Nguyen, Hongzhi Yin, Bolong Zheng, Bela Stantic, Nguyen Quoc Viet Hung
Efficient User Guidance for Validating Participatory Sensing Data. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Thanh Tam Nguyen, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Bela Stantic
From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms. Proc. VLDB Endow. 12 (9) (2019)
Thanh Tam Nguyen, Thanh Cong Phan, Quoc Viet Hung Nguyen, Karl Aberer, Bela Stantic
Maximal fusion of facts on the web with credibility guarantee. Inf. Fusion 48 (2019)
Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Bolong Zheng, Quoc Viet Hung Nguyen, Bela Stantic
User Guidance for Efficient Fact Checking. Proc. VLDB Endow. 12 (8) (2019)
Nguyen Thanh Toan, Orçun Gümüs, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, René Hexel, Jun Jo
Joint Sequential Data Prediction with Multi-stream Stacked LSTM Network. AusDM (2019)
Quoc Viet Hung Nguyen, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou
Computing Crowd Consensus with Partial Agreement. ICDE (2018)
Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic
What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. ICDE (2018)
Nguyen Quoc Viet Hung, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou
Computing Crowd Consensus with Partial Agreement. IEEE Trans. Knowl. Data Eng. 30 (1) (2018)
Nguyen Thanh Toan, Thanh Cong Phan, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Bela Stantic
Diversifying Group Recommendation. IEEE Access 6 (2018)
Thanh Tam Nguyen, Matthias Weidlich, Duong Chi Thang, Hongzhi Yin, Nguyen Quoc Viet Hung
Retaining Data from Streams of Social Platforms with Minimal Regret. IJCAI (2017)
Nguyen Quoc Viet Hung, Chi Thang Duong, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou
Argument discovery via crowdsourcing. VLDB J. 26 (4) (2017)
Nguyen Quoc Viet Hung, Duong Chi Thang, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou
Answer validation for generic crowdsourcing tasks with minimal efforts. VLDB J. 26 (6) (2017)
Thanh Tam Nguyen, Insu Song
Centrality clustering-based sampling for big data visualization. IJCNN (2016)
Thanh Tam Nguyen, Insu Song
Learning space model for educational social networks. IJCNN (2016)
Thi Hoang Yen Ho, Thanh Tam Nguyen, Insu Song
Visualizing Learning Activities in Social Network. ACIIDS (1) (2016)
Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Vinh Tuan Chau, Tri Kurniawan Wijaya, Zoltán Miklós, Karl Aberer, Avigdor Gal, Matthias Weidlich
SMART: A tool for analyzing and reconciling schema matching networks. ICDE (2015)
Nguyen Quoc Viet Hung, Do Son Thanh, Thanh Tam Nguyen, Karl Aberer
Tag-Based Paper Retrieval: Minimizing User Effort with Diversity Awareness. DASFAA (1) (2015)
Duong Chi Thang, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Karl Aberer
An Evaluation of Diversification Techniques. DEXA (2) (2015)
Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Matthias Weidlich, Karl Aberer
Result selection and summarization for Web Table search. ICDE (2015)
Nguyen Quoc Viet Hung, Do Son Thanh, Thanh Tam Nguyen, Karl Aberer
Privacy-Preserving Schema Reuse. DASFAA (2) (2014)
Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Matthias Weidlich
Pay-as-you-go reconciliation in schema matching networks. ICDE (2014)
Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer
Reconciling Schema Matching Networks Through Crowdsourcing. EAI Endorsed Trans. Collab. Comput. 1 (2) (2014)
Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Ngoc Tran Lam, Karl Aberer
BATC: a benchmark for aggregation techniques in crowdsourcing. SIGIR (2013)
Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer
On Leveraging Crowdsourcing Techniques for Schema Matching Networks. DASFAA (2) (2013)
Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Ngoc Tran Lam, Karl Aberer
An Evaluation of Aggregation Techniques in Crowdsourcing. WISE (2) (2013)
Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Thanh Tho Quan
A Framework to Combine Multiple Matchers for Pair-Wise Schema Matching. RIVF (2012)