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T

Thành Tâm Nguyên

griffith university

34H-index
293Paper Count
3.9KCitation Count
Published Papers 39
Publication Date
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A survey of social network simulation in the LLM era: From classical models to Generative Agents
errKnowledge-Based Systems
IF7.6
err2026-09-01
err0
PREAI
errThanh Tam Nguyen; Trinh Pham; Viet Huynh; Minh Hieu Nguyen; Bay Vo; Liang Qu; Jianxin Li; Hongzhi Yin; Quoc Viet Hung Nguyen
errShare
errSave
Handling data sparsity and model poisoning attacks in federated sequential recommender systems
errKnowledge-Based Systems
IF7.6
err2026-02-12
err0
errOAAI
errMinh Hieu Nguyen; Thanh Tam Nguyen; Jun Jo; Duc Anh Nguyen; Hongzhi Yin; Quoc Viet Hung Nguyen
errShare
errSave
Regulatory alignment in FDA expedited pathways for infectious diseases: a decadal review with predictive modeling insights
errScientific Reports
IF3.9
err2025-12-13
err0
errOAAI
errNguyen Thanh Tam; Ahmed M. Sayed; Mohammad Najm Dadam; Randa Elsheikh; Jeza Muhammad Abdul Aziz; Abdelrahman Gamil Gad; Thi Thu Hoai Nguyen; Phillip Tran; Zhilin Zhang; Norio Ohmagari; Nguyen Tien Huy
errShare
errSave
A review of instruction-guided image editing
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-30
err0
errOAAI
errThanh Tam Nguyen; Zhao Ren; Trinh Pham; Phi Le Nguyen; Quoc Viet Hung Nguyen; Hongzhi Yin
errShare
errSave
A Survey of Machine Unlearning
errACM Transactions on Intelligent Systems and Technology
IF6.6
err2025-09-18
err0
PREAI
errThanh Tam Nguyen; Thanh Trung Huynh; Zhao Ren; Phi Le Nguyen; Alan Wee-Chung Liew; Hongzhi Yin; Quoc Viet Hung Nguyen
errShare
errSave
Digital Twins: Enhancing Personalized Experience Through Multiple and Dynamic Persona Across Customer Phygital Journey
errAustralasian Marketing Journal
IF3.8
err2025-09-17
err0
errOAAI
errKhang Quach; Thanh Toan Nguyen; Sara Quach; Hien Thu Pham; Scott Weaven; Quoc Viet Hung Nguyen; Thanh Tam Nguyen; Park Thaichon
errShare
errSave
On-device diagnostic recommendation with heterogeneous federated BlockNets
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2025-03-18
err0
errOAAI
errNguyen, Minh Hieu; Huynh, Thanh Trung; Nguyen, Thanh Toan; Nguyen, Phi Le; Pham, Hien Thu; Jo, Jun; Nguyen, Thanh Tam
errShare
errSave
Certified Unlearning for Federated Recommendation
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2025-01-17
err0
errOAAI
errHuynh, Thanh Trung; Nguyen, Trong bang; Nguyen, Thanh toan; LE Nguyen, Phi; Yin, Hongzhi; Nguyen, Quoc viet hung; Nguyen, Thanh tam
errShare
errSave
Handling Low Homophily in Recommender Systems With Partitioned Graph Transformer
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2025-01-01
err0
PREAI
errNguyen, Thanh Tam; Nguyen, Thanh Toan; Weidlich, Matthias; Jo, Jun; Nguyen, Quoc Viet Hung; Yin, Hongzhi; Liew, Alan Wee-Chung
errShare
errSave
Privacy-preserving explainable AI: a survey
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2024-11-07
err0
errOAAI
errNguyen, Thanh Tam; Huynh, Thanh Trung; Ren, Zhao; Nguyen, Thanh Toan; Nguyen, Phi Le; Yin, Hongzhi; Nguyen, Quoc Viet Hung
errShare
errSave
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures
errACM COMPUTING SURVEYS
IF28
err2024-10-07
err1
errOAAI
errNguyen, Thanh Toan; Hung, Nguyen Quoc Viet; Nguyen, Thanh Tam; Huynh, Thanh Trung; Nguyen, Thanh Thi; Weidlich, Matthias; Yin, Hongzhi
errShare
errSave
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era
errIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF11.2
err2024-08-01
err1
errOAAI
errRen, Zhao; Chang, Yi; Nguyen, Thanh Tam; Tan, Yang; Qian, Kun; Schuller, Bjorn W.
errShare
errSave
A dual benchmarking study of facial forgery and facial forensics
errCAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY
IF7.3
err2024-07-05
err0
errOAAI
errPham, Minh Tam; Huynh, Thanh Trung; Nguyen, Thanh Tam; Nguyen, Thanh Toan; Nguyen, Thanh Thi; Jo, Jun; Yin, Hongzhi; Hung Nguyen, Quoc Viet
errShare
errSave
Portable graph-based rumour detection against multi-modal heterophily
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-01-01
err1
errOAAI
errNguyen, Thanh Tam; Ren, Zhao; Nguyen, Thanh Toan; Jo, Jun; Nguyen, Quoc Viet Hung; Yin, Hongzhi
errShare
errSave
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2023-12-19
err1
errOAAI
errThanh Toan Nguyen; Thanh Tam Nguyen; Thanh Hung Nguyen; Yin, Hongzhi; Thanh Thi Nguyen; Jo, Jun; Quoc Viet Hung Nguyen
errShare
errSave
Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2023-12-02
err2
errOAAI
errSakong, Darnbi; Huynh, Thanh Trung; Nguyen, Thanh Tam; Nguyen, Thanh Toan; Jo, Jun; Nguyen, Quoc Viet Hung
errShare
errSave
Optimization of frame structure coach 29/34 seats in static durability state
errENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH
IF5.4
err2023-11-01
err2
errOAAI
errTam, Nguyen Thanh; Le, Tien Phuoc; Huynh, Ngoc Thai; Nguyen, Quoc Manh
errShare
errSave
Validating functional redundancy with mixed generative adversarial networks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-03-01
err0
PREAI
errNguyen, Thanh Tam; Huynh, Thanh Trung; Pham, Minh Tam; Hoang, Thanh Dat; Nguyen, Thanh Thi; Nguyen, Quoc Viet Hung
errShare
errSave
Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-02-07
err22
PREAI
errThanh, Toan Nguyen; Quach, Nguyen Duc Khang; Nguyen, Thanh Tam; Huynh, Thanh Trung; Vu, Viet Hung; Le Nguyen, Phi; Jo, Jun; Nguyen, Quoc Viet Hung
errShare
errSave
Deep MinCut: Learning Node Embeddings by Detecting Communities
errPATTERN RECOGNITION
IF7.6
err2023-02-01
err15
PREAI
errDuong, Chi Thang; Nguyen, Thanh Tam; Hoang, Trung-Dung; Yin, Hongzhi; Weidlich, Matthias; Nguyen, Quoc Viet Hung
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
R
Richard A. Feely
H-index: 110 · Papers: 700
P
P. St. J. Russell
H-index: 110 · Papers: 1.4K
B
Björn W. Schuller
H-index: 104 · Papers: 1.8K
H
Hongzhi Yin
H-index: 71 · Papers: 617
X
Xiaofang Zhou
H-index: 71 · Papers: 1.0K
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