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Multi-task Learning of Heterogeneous Hypergraph Representations in LBSNs

2025 | Book chapter
DOI: 10.1007/978-981-96-0821-8_11
Contributors: Dong Duc Anh Nguyen; Minh Hieu Nguyen; Phi Le Nguyen; Jun Jo; Hongzhi Yin; Thanh Tam Nguyen
Source: check_circle
Crossref

Certified Unlearning for Federated Recommendation

ACM Transactions on Information Systems
2025-03-31 | Journal article
DOI: 10.1145/3706419
Contributors: Thanh Trung Huynh; Trong Bang Nguyen; Thanh Toan Nguyen; Phi Le Nguyen; Hongzhi Yin; Quoc Viet Hung Nguyen; Thanh Tam Nguyen
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Crossref

Handling Low Homophily in Recommender Systems With Partitioned Graph Transformer

IEEE Transactions on Knowledge and Data Engineering
2025-01 | Journal article
DOI: 10.1109/TKDE.2024.3485880
Contributors: Thanh Tam Nguyen; Thanh Toan Nguyen; Matthias Weidlich; Jun Jo; Quoc Viet Hung Nguyen; Hongzhi Yin; Alan Wee-Chung Liew
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Crossref

Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures

ACM Computing Surveys
2025-01-31 | Journal article
DOI: 10.1145/3677328
Contributors: Thanh Toan Nguyen; Nguyen Quoc Viet hung; Thanh Tam Nguyen; Thanh Trung Huynh; Thanh Thi Nguyen; Matthias Weidlich; Hongzhi Yin
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Crossref

A dual benchmarking study of facial forgery and facial forensics

CAAI Transactions on Intelligence Technology
2024-12 | Journal article
DOI: 10.1049/cit2.12362
Contributors: Minh Tam Pham; Thanh Trung Huynh; Thanh Tam Nguyen; Thanh Toan Nguyen; Thanh Thi Nguyen; Jun Jo; Hongzhi Yin; Quoc Viet Hung Nguyen
Source: check_circle
Crossref

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

Information Sciences
2024-10 | Journal article
DOI: 10.1016/j.ins.2024.121165
Contributors: Darnbi Sakong; Viet Hung Vu; Thanh Trung Huynh; Phi Le Nguyen; Hongzhi Yin; Quoc Viet Hung Nguyen; Thanh Tam Nguyen
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Crossref

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

IEEE Computational Intelligence Magazine
2024-08 | Journal article
DOI: 10.1109/MCI.2024.3401309
Contributors: Zhao Ren; Yi Chang; Thanh Tam Nguyen; Yang Tan; Kun Qian; Björn W. Schuller
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Crossref

Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining

ACM Transactions on Intelligent Systems and Technology
2024-02-29 | Journal article
DOI: 10.1145/3630635
Contributors: Thanh Toan Nguyen; Thanh Tam Nguyen; Thanh Hung Nguyen; Hongzhi Yin; Thanh Thi Nguyen; Jun Jo; Quoc Viet Hung Nguyen
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Crossref

Portable graph-based rumour detection against multi-modal heterophily

Knowledge-Based Systems
2024-01 | Journal article
DOI: 10.1016/j.knosys.2023.111310
Contributors: Thanh Tam Nguyen; Zhao Ren; Thanh Toan Nguyen; Jun Jo; Quoc Viet Hung Nguyen; Hongzhi Yin
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Crossref

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

ACM Transactions on Information Systems
2023-07-31 | Journal article
DOI: 10.1145/3567420
Contributors: Toan Nguyen Thanh; Nguyen Duc Khang Quach; Thanh Tam Nguyen; Thanh Trung Huynh; Viet Hung Vu; Phi Le Nguyen; Jun Jo; Quoc Viet Hung Nguyen
Source: check_circle
Crossref

Detecting rumours with latency guarantees using massive streaming data

The VLDB Journal
2023-03 | Journal article
DOI: 10.1007/s00778-022-00750-4
Contributors: Thanh Tam Nguyen; Thanh Trung Huynh; Hongzhi Yin; Matthias Weidlich; Thanh Thi Nguyen; Thai Son Mai; Quoc Viet Hung Nguyen
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Crossref

Validating functional redundancy with mixed generative adversarial networks

Knowledge-Based Systems
2023-03 | Journal article
DOI: 10.1016/j.knosys.2023.110342
Contributors: Thanh Tam Nguyen; Thanh Trung Huynh; Minh Tam Pham; Thanh Dat Hoang; Thanh Thi Nguyen; Quoc Viet Hung Nguyen
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Crossref

Deep MinCut: Learning Node Embeddings by Detecting Communities

Pattern Recognition
2023-02 | Journal article
DOI: 10.1016/j.patcog.2022.109126
Contributors: Chi Thang Duong; Thanh Tam Nguyen; Trung-Dung Hoang; Hongzhi Yin; Matthias Weidlich; Quoc Viet Hung Nguyen
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Crossref

Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment

International Journal of Intelligent Systems
2023-01 | Journal article
DOI: 10.1155/2023/5494961
Contributors: Darnbi Sakong; Thanh Trung Huynh; Thanh Tam Nguyen; Thanh Toan Nguyen; Jun Jo; Quoc Viet Hung Nguyen; Vasudevan Rajamohan
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Crossref

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

Advanced Data Mining and Applications
2022 | Book chapter
DOI: 10.1007/978-3-030-95405-5_13
Part of ISBN: 9783030954048
Part of ISBN: 9783030954055
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Thanh Tam Nguyen

Model-agnostic and diverse explanations for streaming rumour graphs

Knowledge-Based Systems
2022-10 | Journal article
DOI: 10.1016/j.knosys.2022.109438
Contributors: Thanh Tam Nguyen; Thanh Cong Phan; Minh Hieu Nguyen; Matthias Weidlich; Hongzhi Yin; Jun Jo; Quoc Viet Hung Nguyen
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Crossref

Origin of novel coronavirus causing COVID-19: A computational biology study using artificial intelligence

Machine Learning with Applications
2022-09 | Journal article
DOI: 10.1016/j.mlwa.2022.100328
Contributors: Thanh Thi Nguyen; Mohamed Abdelrazek; Dung Tien Nguyen; Sunil Aryal; Duc Thanh Nguyen; Sandeep Reddy; Quoc Viet Hung Nguyen; Amin Khatami; Thanh Tam Nguyen; Edbert B. Hsu et al.
Source: check_circle
Crossref

Real-time wildfire detection with semantic explanations

Expert Systems with Applications
2022-09 | Journal article
DOI: 10.1016/j.eswa.2022.117007
Contributors: Thanh Cong Phan; Nguyen Duc Khang Quach; Thanh Tam Nguyen; Thanh Toan Nguyen; Jun Jo; Quoc Viet Hung Nguyen
Source: check_circle
Crossref

Entity Alignment for Knowledge Graphs With Multi-Order Convolutional Networks

IEEE Transactions on Knowledge and Data Engineering
2022-09-01 | Journal article
DOI: 10.1109/TKDE.2020.3038654
Contributors: Nguyen Thanh Tam; Huynh Thanh Trung; Hongzhi Yin; Tong Van Vinh; Darnbi Sakong; Bolong Zheng; Nguyen Quoc Viet Hung
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Crossref
grade
Preferred source (of 2)‎

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

Pattern Recognition Letters
2022-07 | Journal article
DOI: 10.1016/j.patrec.2022.04.036
Contributors: Duong Chi Thang; Hoang Thanh Dat; Nguyen Thanh Tam; Jun Jo; Nguyen Quoc Viet Hung; Karl Aberer
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures

arXiv
2021 | Other
EID:

2-s2.0-85130334325

Part of ISSN: 23318422
Contributors: Tam, P.M.; Trung, H.T.; Van Vinh, T.; Tam, N.T.; Thi, N.T.; Yin, H.; Hung, N.Q.V.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding

IEEE Transactions on Knowledge and Data Engineering
2021 | Journal article
DOI: 10.1109/tkde.2021.3052871
Part of ISSN: 1041-4347
Part of ISSN: 1558-2191
Part of ISSN: 2326-3865
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

Entity alignment for knowledge graphs with multi-order convolutional networks (extended abstract)

Proceedings - International Conference on Data Engineering
2021 | Conference paper
DOI: 10.1109/ICDE51399.2021.00247
EID:

2-s2.0-85112867653

Part of ISSN: 10844627
Contributors: Tam, N.T.; Trung, H.T.; Yin, H.; Van Vinh, T.; Sakong, D.; Zheng, B.; Hung, N.Q.V.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

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

Expert Systems with Applications
2021-03 | Journal article
DOI: 10.1016/j.eswa.2020.113857
Part of ISSN: 0957-4174
Source: Self-asserted source
Thanh Tam Nguyen

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

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3046649
Contributors: Thanh Cong Phan; Thanh Tam Nguyen; Thanh Dat Hoang; Quoc Viet Hung Nguyen; Jun Jo
Source: check_circle
Crossref

Monitoring agriculture areas with satellite images and deep learning

Applied Soft Computing
2020-10 | Journal article
DOI: 10.1016/j.asoc.2020.106565
Part of ISSN: 1568-4946
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

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

Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval
2020-07-25 | Conference paper
DOI: 10.1145/3397271.3401408
ISBN: 9781450380164
Source: Self-asserted source
Thanh Tam Nguyen

Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks

2020 IEEE 36th International Conference on Data Engineering (ICDE)
2020-04 | Conference paper
DOI: 10.1109/icde48307.2020.00015
ISBN: 9781728129037
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

Efficient user guidance for validating participatory sensing data

ACM Transactions on Intelligent Systems and Technology
2019 | Journal article
DOI: 10.1145/3326164
EID:

2-s2.0-85069519115

Part of ISSN: 21576912 21576904
Contributors: Cong, P.T.; Tam, N.T.; Yin, H.; Zheng, B.; Stantic, B.; Hung, N.Q.V.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

Joint sequential data prediction with multi-stream stacked LSTM network

Communications in Computer and Information Science
2019 | Book
DOI: 10.1007/978-981-15-1699-3_7
EID:

2-s2.0-85076695913

Part of ISSN: 18650937 18650929
Contributors: Toan, N.T.; Gümüş, O.; Tam, N.T.; Hung, N.Q.V.; Hexel, R.; Jo, J.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

Maximal fusion of facts on the web with credibility guarantee

Information Fusion
2019-08 | Journal article
DOI: 10.1016/j.inffus.2018.07.009
Part of ISSN: 1566-2535
Source: Self-asserted source
Thanh Tam Nguyen

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

Information Systems
2019-07 | Journal article
DOI: 10.1016/j.is.2019.04.002
Part of ISSN: 0306-4379
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

From anomaly detection to rumour detection using data streams of social platforms

Proceedings of the VLDB Endowment
2019-05 | Journal article
DOI: 10.14778/3329772.3329778
Part of ISSN: 2150-8097
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

User guidance for efficient fact checking

Proceedings of the VLDB Endowment
2019-04 | Journal article
DOI: 10.14778/3324301.3324303
Part of ISSN: 2150-8097
Source: Self-asserted source
Thanh Tam Nguyen

Application of particle swarm optimization to create multiple-choice tests

Journal of Information Science and Engineering
2018 | Journal article
DOI: 10.6688/JISE.201811_34(6).0004
EID:

2-s2.0-85056740523

Part of ISSN: 10162364
Contributors: Bui, T.; Nguyen, T.; Vo, B.; Nguyen, T.; Pedrycz, W.; Snasel, V.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

Diversifying Group Recommendation

IEEE Access
2018 | Journal article
DOI: 10.1109/access.2018.2815740
Part of ISSN: 2169-3536
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

Flight Motion Controller Design using Genetic Algorithm for a Quadcopter

Measurement and Control (United Kingdom)
2018 | Journal article
DOI: 10.1177/0020294018768744
EID:

2-s2.0-85045247356

Part of ISSN: 00202940
Contributors: Tran, H.K.; Nguyen, T.N.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

The Design of an VIAM-USVI000 Unmanned Surface Vehicle for Environmental Monitoring Applications

Proceedings 2018 4th International Conference on Green Technology and Sustainable Development, GTSD 2018
2018 | Conference paper
DOI: 10.1109/GTSD.2018.8595624
EID:

2-s2.0-85061480719
Contributors: Tran, N.-H.; Nguyen, T.-C.; Tran, V.-T.; Nguyen, V.-C.; Nguyen, T.-N.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

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

2018 IEEE 34th International Conference on Data Engineering (ICDE)
2018-04 | Conference paper
DOI: 10.1109/icde.2018.00018
Source: Self-asserted source
Thanh Tam Nguyen

Computing Crowd Consensus with Partial Agreement

IEEE Transactions on Knowledge and Data Engineering
2018-01-01 | Journal article
DOI: 10.1109/tkde.2017.2750683
Part of ISSN: 1041-4347
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

Answer validation for generic crowdsourcing tasks with minimal efforts

The VLDB Journal
2017-12 | Journal article
DOI: 10.1007/s00778-017-0484-3
Part of ISSN: 1066-8888
Part of ISSN: 0949-877X
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

Argument discovery via crowdsourcing

The VLDB Journal
2017-08 | Journal article
DOI: 10.1007/s00778-017-0462-9
Part of ISSN: 1066-8888
Part of ISSN: 0949-877X
Source: Self-asserted source
Thanh Tam Nguyen

Retaining Data from Streams of Social Platforms with Minimal Regret

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
2017-08 | Conference paper
DOI: 10.24963/ijcai.2017/397
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

Particle swarm optimization algorithm reinforced fuzzy proportional-integral-derivative for a quadrotor attitude control

Advances in Mechanical Engineering
2016 | Journal article
DOI: 10.1177/1687814016668705
EID:

2-s2.0-84989855342

Part of ISSN: 16878140 16878132
Contributors: Chiou, J.-S.; Tran, H.-K.; Shieh, M.-Y.; Nguyen, T.-N.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

An Evaluation of Diversification Techniques

Lecture Notes in Computer Science
2015 | Book chapter
DOI: 10.1007/978-3-319-22852-5_19
Part of ISBN: 9783319228518
Part of ISBN: 9783319228525
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Thanh Tam Nguyen
grade
Preferred source (of 2)‎

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

Database Systems for Advanced Applications
2015 | Conference paper
DOI: 10.1007/978-3-319-18120-2_30
Part of ISBN: 9783319181196
Part of ISBN: 9783319181202
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Thanh Tam Nguyen

Result selection and summarization for Web Table search

2015 IEEE 31st International Conference on Data Engineering
2015-04 | Conference paper
DOI: 10.1109/icde.2015.7113287
Source: Self-asserted source
Thanh Tam Nguyen

SMART: A tool for analyzing and reconciling schema matching networks

2015 IEEE 31st International Conference on Data Engineering
2015-04 | Conference paper
DOI: 10.1109/icde.2015.7113408
Source: Self-asserted source
Thanh Tam Nguyen

Privacy-preserving schema reuse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
DOI: 10.1007/978-3-319-05813-9_16
EID:

2-s2.0-84958522854

Part of ISSN: 16113349 03029743
Contributors: Hung, N.Q.V.; Son Thanh, D.; Tam, N.T.; Aberer, K.
Source: Self-asserted source
Thanh Tam Nguyen via Scopus - Elsevier

Reconciling Schema Matching Networks Through Crowdsourcing

EAI Endorsed Transactions on Collaborative Computing
2014-10-15 | Journal article
DOI: 10.4108/cc.1.2.e2
Part of ISSN: 2312-8623
Source: Self-asserted source
Thanh Tam Nguyen
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Peer review (5 reviews for 2 publications/grants)

Review activity for Information fusion. (2)
Review activity for Pattern recognition. (3)
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