Tuan Nguyen

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 61

Top Topics

Search And Rescue Operations

Graph Embedding

Domain Adaptation

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Abhinav Agarwalla, Abhay Gupta, Alexandre Marques, Shubhra Pandit, Michael Goin, Eldar Kurtic, Kevin Leong, Tuan Nguyen, Mahmoud Salem, Dan Alistarh, Sean Lie, Mark Kurtz
Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment. CoRR (2024)
Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Q. Phung
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation. CoRR (2024)
Anh Ninh, Yunhong Bao, Daniel McGibney, Tuan Nguyen
Clinical site selection problems with probabilistic constraints. Eur. J. Oper. Res. 316 (2) (2024)
Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong
Towards Efficient Communication Federated Recommendation System via Low-rank Training. CoRR (2024)
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Tuan Nguyen, Corinne Fredouille, Alain Ghio, Mathieu Balaguer, Virginie Woisard
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context. CoRR (2024)
Duc-Tuan Truong, Ruijie Tao, Tuan Nguyen, Hieu-Thi Luong, Kong Aik Lee, Eng Siong Chng
Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection. CoRR (2024)
Tuan Nguyen, Max Mehltretter, Franz Rottensteiner
Depth-aware Panoptic Segmentation. CoRR (2024)
Tuan Nguyen, Dung Thuy Nguyen, Khoa D. Doan, Kok-Seng Wong
Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape. CoRR (2024)
Tuan Nguyen, Corinne Fredouille, Alain Ghio, Mathieu Balaguer, Virginie Woisard
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context. LREC/COLING (2024)
Parul Gupta, Tuan Nguyen, Abhinav Dhall, Munawar Hayat, Trung Le, Thanh-Toan Do
DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition. CoRR (2024)
Tuan Nguyen, Hirotada Honda, Takashi Sano, Vinh Nguyen, Shugo Nakamura, Tan Minh Nguyen
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach. AISTATS (2024)
Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong
Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training. WWW (2024)
Tuan Nguyen, Hoang Ngo, Trung Pham, Nam-Thang Hoang, Van Tong, Hai Anh Tran, Giang Nguyen, Abdelhamid Mellouk, Truong X. Tran
Multi Service-Oriented Routing Mechanism for Heterogeneous Multi-Domain Software-Defined Networking. GLOBECOM (2023)
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa Doan, Kok-Seng Wong
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions. CoRR (2023)
Thuy Dung Nguyen, Tuan Nguyen, Anh Tran, Khoa D. Doan, Kok-Seng Wong
IBA: Towards Irreversible Backdoor Attacks in Federated Learning. NeurIPS (2023)
Nhat Pham, Tuan Dinh, Taeho Kim, Zohreh Raghebi, Nam Bui, Hoang Truong, Tuan Nguyen, Farnoush Banaei Kashani, Ann C. Halbower, Thang N. Dinh, Phuc Nguyen, Tam Vu
Detection of Microsleep Events With a Behind-the-Ear Wearable System. IEEE Trans. Mob. Comput. 22 (2) (2023)
Thang Chu, Thuy Trang Nguyen, Bui Duong Hai, Quang Huy Nguyen, Tuan Nguyen
Graph Transformer for Drug Response Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Tuan Nguyen
Study of Robot Manipulator Control via Remote Method. EAI Endorsed Trans. Context aware Syst. Appl. 9 (1) (2023)
Mert Mete, Tuan Nguyen, T. Toker, Wolfgang Echelmeyer
Enhancing Transparency and Sustainability in Urban Freight: A Decision-Making Support Tool for City Logistics. IEEM (2023)
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
Federated Learning for ASR Based on wav2vec 2.0. ICASSP (2023)
Duong Vu, Tuan Nguyen, Van Tong, Sami Bannour Souihi
Enhancing Multi-Label Vulnerability Detection of Smart Contract Using Language Model. BRAINS (2023)
Tuan Nguyen, Tam Nguyen, Vinh Nguyen, Tan M. Nguyen
p-Laplacian Transformer. CoRR (2023)
Son Duong, Tuan Nguyen, Nam-Thang Hoang, Van Tong, Hai Anh Tran, Giang Nguyen, Abdelhamid Mellouk, Truong X. Tran
Server and Route Selection Optimization for Knowledge-Defined Distributed Network Based on Gambling Theory and LSTM Neural Networks. GLOBECOM (2023)
Tuan Nguyen, Robert Malina, Ilias Mokas, Antonis Papakonstantinou, Orestes Polyzos, Maarten P. M. Vanhove
WASP: the World Archives of Species Perception. Database J. Biol. Databases Curation 2023 (2023)
Thanh Le, An Pham, Tho Chung, Truong Nguyen, Tuan Nguyen, Bac Le
MixER: MLP-Mixer Knowledge Graph Embedding for Capturing Rich Entity-Relation Interactions in Link Prediction. PAKDD (2) (2023)
Khanh Doan, Quyen Tran, Tuan Nguyen, Dinh Q. Phung, Trung Le
Class-Prototype Conditional Diffusion Model for Continual Learning with Generative Replay. CoRR (2023)
Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-François Bonastre, Yannick Estève
Federated Learning for ASR based on Wav2vec 2.0. CoRR (2023)
Nguyen Ngoc Long, Ngo Doan Kien, Nguyen Thi Hong Hanh, Nguyen Thi Kieu Nhung, Nguyen Son Tung, Tuan Nguyen
Unveiling Sentiments in Vietnamese Education Texts: Could Large Language Model GPT-3.5-turbo Beat PhoBERT? CSoNet (2023)
Tuan Nguyen, Tan M. Nguyen, Hirotada Honda, Takashi Sano, Vinh Nguyen, Shugo Nakamura
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach. CoRR (2023)
Wolfgang Echelmeyer, Tuan Nguyen, Mert Mete
Concept for a Revolution of Public Transport. SYSINT (2022)
Daniel Campos, Alexandre Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai
Sparse*BERT: Sparse Models are Robust. CoRR (2022)
Tuan Nguyen, Giang T. T. Nguyen, Thin Nguyen, Duc-Hau Le
Graph Convolutional Networks for Drug Response Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Eldar Kurtic, Daniel Campos, Tuan Nguyen, Elias Frantar, Mark Kurtz, Benjamin Fineran, Michael Goin, Dan Alistarh
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models. CoRR (2022)
James McCullough, Naseer Al-Jawad, Tuan Nguyen
Physics based Motion Estimation to Improve Video Compression. VISIGRAPP (4: VISAPP) (2022)
Eldar Kurtic, Daniel Campos, Tuan Nguyen, Elias Frantar, Mark Kurtz, Benjamin Fineran, Michael Goin, Dan Alistarh
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models. EMNLP (2022)
Tuan Nguyen, Trung Le, He Zhao, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung
Most: multi-source domain adaptation via optimal transport for student-teacher learning. UAI (2021)
Tuan Nguyen, Phong Nguyen, Hanh Pham, Truong Bui, Tan Nguyen, Duc Luong
SP-GPT2: Semantics Improvement in Vietnamese Poetry Generation. ICMLA (2021)
Tuan Nguyen, Phayung Meesad
A Study of Predicting the Sincerity of a Question Asked Using Machine Learning. NLPIR (2021)
Tuan Nguyen, Trung Le, Nhan Dam, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport. IJCAI (2021)
Anu Bose, Tuan Nguyen, Hongbo Du, Alaa AlZoubi
Faster RCNN Hyperparameter Selection for Breast Lesion Detection in 2D Ultrasound Images. UKCI (2021)
Tuan Nguyen, Hanh Pham, Truong Bui, Tan Nguyen, Duc Luong, Phong Nguyen
SP-GPT2: Semantics Improvement in Vietnamese Poetry Generation. CoRR (2021)
Trung Thanh Nguyen, Anh Duc Le, Ha Thanh Hoang, Tuan Nguyen
NEU-chatbot: Chatbot for admission of National Economics University. Comput. Educ. Artif. Intell. 2 (2021)
Trung Le, Tuan Nguyen, Nhat Ho, Hung Bui, Dinh Phung
LAMDA: Label Matching Deep Domain Adaptation. ICML (2021)
Tuan Nguyen, Dat Ngo, Lam Pham, Linh Tran, Trang Hoang
A Re-trained Model Based On Multi-kernel Convolutional Neural Network for Acoustic Scene Classification. RIVF (2020)
Kelly Brady, Seung Moon, Tuan Nguyen, Joel Coffman
Docker Container Security in Cloud Computing. CCWC (2020)
Ha Nguyen, Tuan Nguyen, Ngoc Hoang, Dung Bui, Huong Vu, Tap Van
The application of LSE software: A new approach for land suitability evaluation in agriculture. Comput. Electron. Agric. 173 (2020)
Nguyen Tan Cam, Toan Nguyen, Khanh Nguyen, Tuan Nguyen, Van-Hau Pham
Detect Malware in Android Firmware Based on Distributed Network Environment. ICCT (2019)
Kyongsik Yun, Luan Nguyen, Tuan Nguyen, Doyoung Kim, Sarah Eldin, Alexander Huyen, Thomas Lu, Edward Chow
Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation. CoRR (2019)
Nguyen Tan Cam, Van-Hau Pham, Tuan Nguyen
Detecting sensitive data leakage via inter-applications on Android using a hybrid analysis technique. Clust. Comput. 22 (Suppl 1) (2019)
Tuan Nguyen, Alireza Kashani, Tuan N. Nguyen, Stéphane P. A. Bordas
Deep neural network with high-order neuron for the prediction of foamed concrete strength. Comput. Aided Civ. Infrastructure Eng. 34 (4) (2019)
Nguyen Tan Cam, Nghi Hoang Khoa, Le Duc Thinh, Van-Hau Pham, Tuan Nguyen
Proposing Automatic Dataset Generation System to Support Android Sensitive Data Leakage Detection Systems. ICCAI (2019)
Josh Richards, Le Joyce Tong, Moe El-Ali, Tuan Nguyen
Optimizing large scale crowds in ralph breaks the internet. SIGGRAPH Talks (2019)
Tuan Nguyen, Binh Pham, Luan Pham, Ngoc Nguyen, Luan Tran, Thuong Le
Design of Web Based Dicom Processing Software System for Telemedicine with Mobile and Smart Television. ACOMP (2018)
Tuan Nguyen, Pei-Fang Hsu
Investigating the dynamic process of value co-creation and value co-destruction in Self-Service Technology. PACIS (2018)
Asher Trockman, Keenen Cates, Mark Mozina, Tuan Nguyen, Christian Kästner, Bogdan Vasilescu
"Automatically assessing code understandability" reanalyzed: combined metrics matter. MSR (2018)
Nguyen Tan Cam, Van-Hau Pham, Tuan Nguyen
Detect Sensitive Data Leakage via Inter-application on Android by Using Static Analysis and Dynamic Analysis. ICISA (2017)
Nguyen Tan Cam, Van-Hau Pham, Tuan Nguyen
Sensitive Data Leakage Detection in Pre-Installed Applications of Custom Android Firmware. MDM (2017)
Tuan Nguyen, Sarath Sreedharan, Subbarao Kambhampati
Robust planning with incomplete domain models. Artif. Intell. 245 (2017)
Moe El-Ali, Le Joyce Tong, Josh Richards, Tuan Nguyen, Alberto Luceño Ros, Norman Moses Joseph
Zootopia crowd pipeline. SIGGRAPH Talks (2016)
Tuan Nguyen, Alan W. Colman, Jun Han
A Feature-Based Framework for Developing and Provisioning Customizable Web Services. IEEE Trans. Serv. Comput. 9 (4) (2016)
Juliana N. Saba, Son Ta, Tuan Nguyen, Cory Chilson, Jaewook Lee, Hussnain Ali, John H. L. Hansen
Developing an educational electro-mechanical model of the middle ear and impulse noise reduction algorithm for cochlear implant users. SP/SPE (2015)
Huu Nghia Huynh, Tuan Nguyen, Quoc Ho
TeamHCMUS: A Concept-based Information Retrieval Approach for Web Medical Documents. CLEF (Working Notes) (2015)
Zornitza Bakalova, Maya Daneva, Tuan Nguyen
Standards compliance helps value creation in agile projects. RCIS (2014)
Ron Evans, Lihua Huang, Tuan Nguyen
Keeler's Theorem and Products of Distinct Transpositions. Am. Math. Mon. 121 (2) (2014)
Hong-Nghi Tran, Tuan Nguyen
Supervised Learning Method for Mobile International Number Plate Recognition. iiWAS (2014)
Indika Kumara, Jun Han, Alan Colman, Tuan Nguyen, Malinda Kapuruge
Sharing with a Difference: Realizing Service-Based SaaS Applications with Runtime Sharing and Variation in Dynamic Software Product Lines. IEEE SCC (2013)
Tuan Nguyen, Alan W. Colman, Jun Han
Enabling the Delivery of Customizable Web Services. ICWS (2012)
Tuan Nguyen, Duc-Anh Le, Thanh-Vinh Dang, Tuan-Anh Nguyen
The UITK: towards the designing a ubiquitous soft keyboard for disabled people. iiWAS (2012)
Tuan Nguyen, Steven Lam, Ceasar Castro, Roger Ogden, Cam Tran, Albert Legaspi
Naval Task Force interface for Coalition Networks for Secure Information Sharing (CoNSIS). MILCOM (2012)
Tuan Nguyen, Alan W. Colman, Jun Han
Modeling and Managing Variability in Process-Based Service Compositions. ICSOC (2011)
Tuan Nguyen, Seng Wai Loke, Torab Torabi, Hongen Lu
PlaceComm: A framework for context-aware applications in place-based virtual communities. J. Ambient Intell. Smart Environ. 3 (1) (2011)
Tuan Nguyen, Alan W. Colman, Jun Han
A Web Services Variability Description Language (WSVL) for Business Users Oriented Service Customization. WISE Workshops (2011)
Aiyou Chen, Jin Cao, Larry Shepp, Tuan Nguyen
Distinct counting with a self-learning bitmap CoRR (2011)
Tuan Nguyen, Alan W. Colman, Muhammad Adeel Talib, Jun Han
Managing service variability: state of the art and open issues. VaMoS (2011)
Muhammad Adeel Talib, Tuan Nguyen, Alan W. Colman, Jun Han
Requirements for Evolvable Dynamic Software Product Lines. SPLC Workshops (2010)
Tuan Nguyen
Parallel computing in a quantitative trading firm. HPCS (2010)
Tuan Nguyen, Alan W. Colman
A Feature-Oriented Approach for Web Service Customization. ICWS (2010)
Tuan Nguyen, Quan Vu
Advances in Acoustic Modeling for Vietnamese LVCSR. IALP (2009)
Thuy Nguyen, Thanh Do, Tung Doan, Tuan Nguyen, Trong Duong, Quan Dang
On Architecture of the Economic-aware Data Grid. GCA (2008)
Zhi Ding, Tuan Nguyen
Stationary points of a kurtosis maximization algorithm for blind signal separation and antenna beamforming. IEEE Trans. Signal Process. 48 (6) (2000)
Tuan Nguyen, Reza Berangi, Mike Faulkner
Null depth control for downlink adaptive array. ISSPA (1999)
Tuan Nguyen, Zhi Ding
CMA beamforming for multipath correlated sources. ICASSP (1997)
Christopher K. DeBolt, Chris O'Donnell, Craig Freed, Tuan Nguyen
The BUGS "Basic UXO Gathering System" project for UXO clearance & mine countermeasures. ICRA (1997)