Duc Anh Nguyen

51 papers A* 2B 2Journal 30Unranked 17
YearRankTypeTitle / Venue / Authors
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
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
2025 J jnl
A Framework for Neural Topic Modeling with Mutual Information and Group Regularization.
Neurocomputing
Tung Nguyen, Linh Van Ngo, Duc Anh Nguyen, Sang Dinh Viet
2025 — conf
Causality Monitoring for MIMOS.
Principles of Formal Quantitative Analysis
Chengzi Huang, Behnam Khodabandeloo, Duc Anh Nguyen, Wang Yi, Jie An, Zhang Zhenya
2025 J jnl
CoreNet: Leveraging context-aware representations via MLP networks for CTR prediction.
Knowl. Based Syst.
Khoi N. P. Dang, Thu Thuy Tran, Ta Cong Son, Anh Tuan Tran, Duc Anh Nguyen, Son Van Nguyen
2025 — conf
GloCOM: A Short Text Neural Topic Model via Global Clustering Context.
NAACL (Long Papers)
Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025 J jnl
Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection.
CoRR
Duc Thanh Pham, Hong Dang Nguyen, Nhat Minh Nguyen Quoc, Linh Ngo Van, Sang Dinh Viet, Duc Anh Nguyen
2025 J jnl
RangeSAM: Leveraging Visual Foundation Models for Range-View repesented LiDAR segmentation.
CoRR
Paul Julius Kühn, Duc Anh Nguyen, Arjan Kuijper, Holger Graf, Dieter W. Fellner, Saptarshi Neil Sinha
2025 J jnl
Selective Sinkhorn Routing for Improved Sparse Mixture of Experts.
CoRR
Duc Anh Nguyen, Huu Binh Ta, Nhuan Le Duc, Tan M. Nguyen, Toan Tran
2025 — conf
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations.
NAACL (Long Papers)
Tung Nguyen, Tue Le, Hoang Tran Vuong, Quang Duc Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025 A* conf
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time.
ICML
Duc Anh Nguyen, Ernesto Araya, Adalbert Fono, Gitta Kutyniok
2025 J jnl
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time.
CoRR
Duc Anh Nguyen, Ernesto Araya, Adalbert Fono, Gitta Kutyniok
2025 J jnl
TopiCOT: Neural topic model aligning with pre-trained clustering and optimal transport.
Neurocomputing
Tung Nguyen, Duy-Tung Pham, Quang Duc Nguyen, Ngo Van Linh, Duc Anh Nguyen, Sang Dinh Viet
2025 J jnl
Weighted Integrated Gradients for Feature Attribution.
CoRR
Kien Tran Duc Tuan, Tam Nguyen Trong, Son Nguyen Hoang, Khoat Than, Duc Anh Nguyen
2025 — conf
XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments.
EMNLP (Findings)
Tien-Phat Nguyen, Vu Minh Ngo, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Dinh Viet Sang, Trung Le
2025 J jnl
XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments.
CoRR
Tien-Phat Nguyen, Vu Minh Ngo, Tung Nguyen, Linh Van Ngo, Duc Anh Nguyen, Sang Dinh, Trung Le
2024 B conf
An Automated PM2.5 Analysis and Prediction System with Encoder-Decoder Architecture and Continual Learning Mechanism.
TrustCom
Le Anh Duc Vu, Minh Hai Vu, Bao Ngoc Tran, Minh Tung Hoang, Duc Anh Nguyen, Minh Quan Hoang, Phi Le Nguyen
2024 J jnl
Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions.
IEEE Trans. Neural Networks Learn. Syst.
Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
2024 J jnl
GloCOM: A Short Text Neural Topic Model via Global Clustering Context.
CoRR
Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2024 — conf
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization.
EMNLP (Findings)
Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen
2024 J jnl
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization.
CoRR
Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen
2023 A* conf
Memorization-Dilation: Modeling Neural Collapse Under Noise.
ICLR
Duc Anh Nguyen, Ron Levie, Julian Lienen, Eyke Hüllermeier, Gitta Kutyniok
2022 — conf
A robust and high-performance neural network for classifying landmarks in upper gastrointestinal endoscopy images.
SoICT
Hai Vu, Cong Nguyen Xuan, Minh Nghia Le, Duc Anh Nguyen, Viet Hang Dao
2022 J jnl
An Efficient Contesting Procedure for AutoML Optimization.
IEEE Access
Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
2022 — conf
Cartoon Explanations of Image Classifiers.
ECCV (12)
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
2022 J jnl
Efficient Forest Fire Detection using Rule-Based Multi-color Space and Correlation Coefficient for Application in Unmanned Aerial Vehicles.
KSII Trans. Internet Inf. Syst.
Duc Anh Nguyen, Van Thanh Pham, Doan Tu Lap, Tuan-Khai Nguyen, Van An Tran, Duc-Tan Tran, Huu An Nguyen, Nhu Dinh Dang
2022 J jnl
Memorization-Dilation: Modeling Neural Collapse Under Noise.
CoRR
Duc Anh Nguyen, Ron Levie, Julian Lienen, Gitta Kutyniok, Eyke Hüllermeier
2022 J jnl
Progress in Sensors for Monitoring Reinforcement Corrosion in Reinforced Concrete Structures - A Review.
Sensors
Dmitry Shevtsov, Nhat Linh Cao, Van Chi Nguyen, Quoc Quang Nong, Hong Quan Le, Duc Anh Nguyen, Ilya Zartsyn, Oleg Kozaderov
2022 J jnl
SPARSE: a sparse hypergraph neural network for learning multiple types of latent combinations to accurately predict drug-drug interactions.
Bioinform.
Duc Anh Nguyen, Canh Hao Nguyen, Peter Petschner, Hiroshi Mamitsuka
2021 J jnl
A Rate-Distortion Framework for Explaining Black-box Model Decisions.
CoRR
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
2021 J jnl
A survey on adverse drug reaction studies: data, tasks and machine learning methods.
Briefings Bioinform.
Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
2021 — conf
Adaptive Dynamic Programming based Control Scheme for Uncertain Two-Wheel Robots.
ICARSC
Thien Van Nguyen, Hai Xuan Le, Hoang Viet Tran, Duc Anh Nguyen, Minh Ngoc Nguyen, Linh Nguyen
2021 — conf
Adaptive Fuzzy Backstepping Control for Ballbot Segway.
ICSSE
Nguyen Huu Thai, Hai Xuan Le, Dat Xuan Pham, Duc Anh Nguyen, Minh Ngoc Nguyen, Minh-Xuan Phan
2021 — conf
An Efficient Approach for SIMO Systems using Adaptive Fuzzy Hierarchical Sliding Mode Control.
ICARSC
Thien Van Nguyen, Hai Xuan Le, Hoang Viet Tran, Duc Anh Nguyen, Minh Ngoc Nguyen, Linh Nguyen
2021 J jnl
Boosting prior knowledge in streaming variational Bayes.
Neurocomputing
Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Canh Hao Nguyen, Khoat Than
2021 J jnl
Cartoon Explanations of Image Classifiers.
CoRR
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
2021 J jnl
CentSmoothie: Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions.
CoRR
Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
2021 — conf
Efficient AutoML via Combinational Sampling.
SSCI
Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
2021 B conf
Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems.
DSAA
Duc Anh Nguyen, Jiawen Kong, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Anna V. Kononova, Thomas Bäck
2020 — conf
A Rate-Distortion Framework for Explaining Black-Box Model Decisions.
xxAI@ICML
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
2020 J jnl
Coastal Wetland Classification with Deep U-Net Convolutional Networks and Sentinel-2 Imagery: A Case Study at the Tien Yen Estuary of Vietnam.
Remote. Sens.
Kinh Bac Dang, Manh Ha Nguyen, Duc Anh Nguyen, Thi Thanh Hai Phan, Tuan Linh Giang, Hoang Hai Pham, Thu Nhung Nguyen, Thi Thuy Van Tran, Dieu Tien Bui
2020 — conf
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization.
SSCI
Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
2020 J jnl
Neural Poisson Factorization.
IEEE Access
Ngo Van Linh, Duc Anh Nguyen, Thai Binh Nguyen, Khoat Than
2019 — conf
Hyperparameter Optimisation for Improving Classification under Class Imbalance.
SSCI
Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen, Thomas Bäck, Stefan Menzel
2019 J jnl
Improvements of Directed Automated Random Testing in Test Data Generation for C++ Projects.
Int. J. Softw. Eng. Knowl. Eng.
Duc Anh Nguyen, Tran Nguyen Huong, Hieu Dinh Vo, Pham Ngoc Hung
2019 J jnl
Measuring Ground Subsidence in Ha Noi Through the Radar Interferometry Technique Using TerraSAR-X and Cosmos SkyMed Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dinh Ho Tong Minh, Tran Quoc Cuong, Quy Nhan Pham, Tran Trung Dang, Duc Anh Nguyen, Ibrahim El Moussawi, Thuy Le Toan
2018 J jnl
Highly Accurate Step Counting at Various Walking States Using Low-Cost Inertial Measurement Unit Support Indoor Positioning System.
Sensors
Van Thanh Pham, Duc Anh Nguyen, Nhu Dinh Dang, Hong Hai Pham, Van An Tran, Kumbesan Sandrasegaran, Duc-Tan Tran
2017 — conf
A Test Data Generation Method for C/C++ Projects.
SoICT
Duc Anh Nguyen, Pham Ngoc Hung
2017 J jnl
Behavior-based video recommendation using adaptive neuro-fuzzy system on social TV.
J. Intell. Fuzzy Syst.
Trong Hai Duong, Duc Anh Nguyen, Van Du Nguyen, Van Huan Nguyen
2017 — conf
Keeping Priors in Streaming Bayesian Learning.
PAKDD (2)
Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Khoat Than
2015 — conf
Video Recommendation Using Neuro-Fuzzy on Social TV Environment.
ICCSAMA
Duc Anh Nguyen, Trong Hai Duong