Thanh Nguyen

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 48

Top Topics

Reinforcement Learning

Top Venues

Publications

Riddhiman Bhattacharya, Thanh Nguyen, Will Wei Sun, Mohit Tawarmalani
Active Learning for Fair and Stable Online Allocations. CoRR (2024)
Thanh Nguyen, Saimir Bala, Jan Mendling
Multi-Dimensional Process Analysis of Software Development Projects. MODELSWARD (2024)
Ryotaro Okabe, Abhijatmedhi Chotrattanapituk, Artittaya Boonkird, Nina Andrejevic, Xiang Fu, Tommi S. Jaakkola, Qichen Song, Thanh Nguyen, Nathan C. Drucker, Sai Mu, Yao Wang, Bolin Liao, Yongqiang Cheng, Mingda Li
Virtual node graph neural network for full phonon prediction. Nat. Comput. Sci. 4 (7) (2024)
Jacob L. Cybulski, Thanh Nguyen
Impact of barren plateaus countermeasures on the quantum neural network capacity to learn. Quantum Inf. Process. 22 (12) (2023)
Thanh Nguyen, Trung Pham, Chaoning Zhang, Tung Minh Luu, Thang Vu, Chang D. Yoo
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning. CoRR (2023)
Tai Nguyen, Khoa Nguyen, Thanh Nguyen, Tri Nguyen, Anh Nguyen, Karrman Kim
Hierarchical Uncertainty Aggregation and Emphasis Loss for Active Learning in Object Detection. BigData (2023)
Thanh Nguyen, Trung Xuan Pham, Chaoning Zhang, Tung Minh Luu, Thang Vu, Chang D. Yoo
DimCL: Dimensional Contrastive Learning for Improving Self-Supervised Learning. IEEE Access 11 (2023)
Tung Minh Luu, Thanh Nguyen, Thang Vu, Chang D. Yoo
Utilizing Skipped Frames in Action Repeats for Improving Sample Efficiency in Reinforcement Learning. IEEE Access 10 (2022)
James M. Ferguson, Hasindu Gamaarachchi, Thanh Nguyen, Alyne Gollon, Stephanie Tong, Chiara Aquilina-Reid, Rachel Bowen-James, Ira W. Deveson
InterARTIC: an interactive web application for whole-genome nanopore sequencing analysis of SARS-CoV-2 and other viruses. Bioinform. 38 (5) (2022)
Thanh Nguyen, Chau Pham, Khoi Nguyen, Minh Hoai
Few-Shot Object Counting and Detection. ECCV (20) (2022)
Thang Vu, Kookhoi Kim, Tung Minh Luu, Thanh Nguyen, Junyeong Kim, Chang D. Yoo
SoftGroup++: Scalable 3D Instance Segmentation with Octree Pyramid Grouping. CoRR (2022)
Thanh Nguyen, Meni Orenbach, Ahmad Atamli
Live system call trace reconstruction on Linux. Digit. Investig. 42 (Supplement) (2022)
Tung Minh Luu, Thang Vu, Thanh Nguyen, Chang D. Yoo
Visual Pretraining via Contrastive Predictive Model for Pixel-Based Reinforcement Learning. Sensors 22 (17) (2022)
Supreeth Narasimhaswamy, Thanh Nguyen, Mingzhen Huang, Minh Hoai
Whose Hands are These? Hand Detection and Hand-Body Association in the Wild. CVPR (2022)
Thanh Nguyen, Haifeng Xu
When Can the Defender Effectively Deceive Attackers in Security Games? AAAI (2022)
Kaleel Mahmood, Phuong Ha Nguyen, Lam M. Nguyen, Thanh Nguyen, Marten van Dijk
Besting the Black-Box: Barrier Zones for Adversarial Example Defense. IEEE Access 10 (2022)
Thang Vu, Kookhoi Kim, Tung Minh Luu, Thanh Nguyen, Chang D. Yoo
SoftGroup for 3D Instance Segmentation on Point Clouds. CVPR (2022)
Thanh Nguyen, Duy Van Nguyen, Hung Nguyen, Braiden Tong, Canh-Dung Tran, Hidetoshi Takahashi, Van Thanh Dau, Nam-Trung Nguyen, Dzung Viet Dao, Toan Dinh
Light harvesting self-powered strain sensor using 3C-SiC/Si heterostructure. IEEE SENSORS (2022)
Trung Xuan Pham, Jin Woong Choi, Rusty John Lloyd Mina, Thanh Nguyen, Sultan Rizky Hikmawan Madjid, Chang Dong Yoo
LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic. CoRR (2022)
Thanh Nguyen, Chau Pham, Khoi Nguyen, Minh Hoai
Few-shot Object Counting and Detection. CoRR (2022)
Hung Nguyen, Thanh Nguyen, Duy Van Nguyen, Hoang-Phuong Phan, Nam-Trung Nguyen, Dzung Dao, John Bell, Toan Dinh
Thermo-phototronic Effect for Self-Powered Photodetector using n-3C-SiC/p-Si Heterostructure. IEEE SENSORS (2022)
Hong-Quan Nguyen, Abu Riduan Md Foisal, Thanh Nguyen, Hung Nguyen, Trung Hieu Vu, Jarred Fastier-Wooller, Sadegh Aberoumand, Van Thanh Dau, Hoang-Phuong Phan, Dzung Viet Dao
Rapid Fabrication of High-responsivity Photodetectors Utilizing AlGaN/GaN on Sapphire. IEEE SENSORS (2021)
Syed Aun Muhammad, Syeda Tahira Qousain Naqvi, Thanh Nguyen, Xiaogang Wu, Fahad Munir, Muhammad Babar Jamshed, QiYu Zhang
. Comput. Biol. Medicine 135 (2021)
Thanh Nguyen, Tung Minh Luu, Thang Vu, Chang D. Yoo
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model. CoRR (2021)
Melina Muthuswamy, Randall Berry, Michael Honig, Thanh Nguyen, Vijay G. Subramanian, Rakesh Vohra
Spectrum Pooling with Competitive Service Providers. DySPAN (2021)
Thanh Nguyen, Hieu Hoang, Chang D. Yoo
GDCA: GAN-based single image super resolution with Dual discriminators and Channel Attention. CoRR (2021)
Thanh Nguyen, Tung Minh Luu, Trung X. Pham, Sanzhar Rakhimkul, Chang Dong Yoo
Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning. CoRR (2021)
Pablo Guzman, Toan Dinh, Thanh Nguyen, Van Thanh Dau, Abu Riduan Md Foisal, Hung Nguyen, Hieu Vu, Tuan-Khoa Nguyen, Hoang-Phuong Phan, Huaizhong Li, Nam-Trung Nguyen, Dzung Viet Dao
Seebeck coefficient in SiC/Si heterojunction for self-powered thermal sensor. IEEE SENSORS (2021)
Thanh Nguyen, Toan Dinh, Van Thanh Dau, Abu Riduan Md Foisal, Hung Nguyen, Hieu Vu, Tuan Anh Pham, Canh-Dung Tran, Tuan-Khoa Nguyen, Hoang-Phuong Phan, Nam-Trung Nguyen, Dzung Viet Dao
Ultrasensitive strain sensor enhanced by Bonded Light Emitting Diodes. IEEE SENSORS (2021)
Nishith Shivakumar Shagle, Thanh Nguyen, Trung-Hieu Vu, Hung Nguyen, Hoang-Phuong Phan, Van Thanh Dau, Pingan Song, Hao Wang, Nam-Trung Nguyen, Dzung Dao, Toan Dinh
Design and fabrication of paper-based stretchable sensor for respiration monitoring. IEEE SENSORS (2021)
Thanh Nguyen, Tung Minh Luu, Trung X. Pham, Sanzhar Rakhimkul, Chang D. Yoo
Robust Maml: Prioritization Task Buffer with Adaptive Learning Process for Model-Agnostic Meta-Learning. ICASSP (2021)
Thanh Nguyen, Tung Minh Luu, Thang Vu, Chang D. Yoo
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model. IROS (2021)
Peijiang Zhao, Minh-Son Dao, Thanh Nguyen, Thanh-Binh Nguyen, Duc-Tien Dang-Nguyen, Cathal Gurrin
Overview of MediaEval 2020 Insights for Wellbeing: Multimodal Personal Health Lifelog Data Analysis. MediaEval (2020)
Yebo Feng, Jun Li, Thanh Nguyen
Application-Layer DDoS Defense with Reinforcement Learning. IWQoS (2020)
Thanh Nguyen, Binh Pham, Trung T. Nguyen, Binh T. Nguyen
A deep learning approach for solving Poisson's equations. KSE (2020)
Thanh Nguyen, Jeffrey Todd McDonald, William Bradley Glisson, Todd R. Andel
Detecting Repackaged Android Applications Using Perceptual Hashing. HICSS (2020)
Phuong Ha Nguyen, Kaleel Mahmood, Lam M. Nguyen, Thanh Nguyen, Marten van Dijk
BUZz: BUffer Zones for defending adversarial examples in image classification. CoRR (2019)
Thanh Nguyen, Haifeng Xu
Imitative Attacker Deception in Stackelberg Security Games. IJCAI (2019)
Thanh-Hoang Nguyen-Vo, Tri Le, Duy Pham, Tri Nguyen, Phuc Le, An Nguyen, Thanh Nguyen, Thien-Ngan Nguyen, Vu Nguyen, Hai Do, Khang Trinh, Trong Hai Duong, Ly Le
VIETHERB: A Database for Vietnamese Herbal Species. J. Chem. Inf. Model. 59 (1) (2019)
Nataliya Kosmyna, Caitlin Morris, Thanh Nguyen, Sebastian Zepf, Javier Hernandez, Pattie Maes
AttentivU: Designing EEG and EOG Compatible Glasses for Physiological Sensing and Feedback in the Car. AutomotiveUI (2019)
Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Thanh Nguyen, Pattie Maes
AttentivU: A Wearable Pair of EEG and EOG Glasses for Real-Time Physiological Processing. BSN (2019)
Toan Bui, Tram Nguyen, Bay Vo, Thanh Nguyen, Witold Pedrycz, Václav Snásel
Application of Particle Swarm Optimization to Create Multiple-Choice Tests. J. Inf. Sci. Eng. 34 (6) (2018)
Thanh Nguyen, Thanh Chi Pham, Emanuel Santos, Ha Thai Son
Meta-standardization as a remedy for tensions and complexities: The case of medical service lists in Vietnam. Electron. J. Inf. Syst. Dev. Ctries. 84 (2) (2018)
Thanh Nguyen, Michael P. Wellman, Satinder P. Singh
A Stackelberg Game Model for Botnet Data Exfiltration. GameSec (2017)
Thanh Nguyen, Jeffrey Todd McDonald, William Bradley Glisson
Exploitation and Detection of a Malicious Mobile Application. HICSS (2017)
Arjun Tambe, Thanh Nguyen
Robust resource allocation in security games and ensemble modeling of adversary behavior. SAC (2015)
Tat-Nam Nguyen, Quoc-Binh Nguyen, Thanh Nguyen
A novel signal constellation set for communication system using APSK signals of DVB-S2 standard with high nonlinearity. SoICT (2015)
Hui Huang, Thanh Nguyen, Sara Ibrahim, Sandeep Shantharam, Zongliang Yue, Jake Y. Chen
DMAP: a connectivity map database to enable identification of novel drug repositioning candidates. BMC Bioinform. 16 (S13) (2015)
Mark D. Guido, Jared Ondricek, Justin Grover, David Wilburn, Thanh Nguyen, Andrew Hunt
Automated identification of installed malicious Android applications. Digit. Investig. 10 (Supplement) (2013)
Thanh Nguyen, Edwin Nyella
Health Information Systems Implementation in Developing Countries: a Translation Process. MCIS (2010)
Edwin Nyella, Thanh Nguyen, Jørn Braa
Collaborative Knowledge Making and Sharing across sites: the Role of boundary Objects. MCIS (2010)
Ahmed Mahgoub, Thanh Nguyen, Raphaël Desbiens, André Zaccarin
Aligning the frames of a non stationary imaging Fourier transform spectrometer for spectrum retrieval. ICIP (2009)
Scott C. Kolbe, Caron Chapman, Thanh Nguyen, Clare Bajraszewski, Leigh A. Johnston, Michael Kean, Peter Mitchell, Mark Paine, Helmut Butzkueven, Trevor J. Kilpatrick, Gary F. Egan
Optic nerve diffusion changes and atrophy jointly predict visual dysfunction after optic neuritis. NeuroImage 45 (3) (2009)
Thanh Nguyen, Tuoi Phan
The effect of semantic index in information retrieval development. iiWAS (2008)
Thanh Nguyen, Mohini Singh
Impact of Internet Banking on Customer Satisfaction and Loyalty: A Conceptual Model. ICEB (2004)