Tri Nguyen

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 57

Top Topics

Machine Learning

Data Transformation

Nonnegative Matrix Factorization

Situation Aware

Top Venues

Future Gener. Comput. Syst.

Frontiers Big Data

Publications

Tri Nguyen, Huong Nguyen, Ahmad Ijaz, Saeid Sheikhi, Athanasios V. Vasilakos, Panos Kostakos
Large language models in 6G security: challenges and opportunities. CoRR (2024)
Tri Nguyen, Huong Nguyen, Tuan Nguyen Gia
Exploring the integration of edge computing and blockchain IoT: Principles, architectures, security, and applications. J. Netw. Comput. Appl. 226 (2024)
Tuan-Kiet Tran-Ngo, Thu Nguyen, Khoa Tan Vo, Mong-Thy Nguyen-Thi, Tu-Anh Nguyen-Hoang, Tri Nguyen, Ngoc-Thanh Dinh
Distributed Key Architecture for Blockchain Wallets. ICCAE (2024)
Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation. CoRR (2024)
Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci-Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomás E. Müller-Bravo, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Dongning Guo, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, Seyedramin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk, Shen Wang, Thomas K. Warburton
Corrigendum: Applications and techniques for fast machine learning in science. Frontiers Big Data 6 (2024)
Prateek Sethi, Tri Nguyen, Mayukh Roy Chowdhury, Susanna Pirttikangas, Aloizio P. Silva
Fair Consensus in Blockchain with Heterogeneous Miners using Reinforcement Learning aided Adaptive Proof-of-Work. CCNC (2024)
Huong Nguyen, Tri Nguyen, Lauri Lovén, Susanna Pirttikangas
Wait or Not to Wait: Evaluating Trade-Offs between Speed and Precision in Blockchain-based Federated Aggregation. CoRR (2024)
Tri Nguyen, Md Hasanur Rahman, Sheng Di, Michela Becchi
Significantly Improving Fixed-Ratio Compression Framework for Resource-limited Applications. ICPP (2024)
Tri Nguyen, Shahana Ibrahim, Xiao Fu
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach. ICML (2023)
Fang Xu, Tri Nguyen, Jing Du
Augmented Reality for Maintenance Tasks with ChatGPT for Automated Text-to-Action. CoRR (2023)
Arun Balajiee Lekshmi Narayanan, Ligia E. Gómez, Martha Michelle Soto Fernandez, Tri Nguyen, Chris Blais, Maria Adelaida Restrepo, Arthur M. Glenberg
GenQ: Automated Question Generation to Support Caregivers While Reading Stories with Children. CLIHC (2023)
Tri Nguyen, Risto Katila, Tuan Nguyen Gia
An advanced Internet-of-Drones System with Blockchain for improving quality of service of Search and Rescue: A feasibility study. Future Gener. Comput. Syst. 140 (2023)
Arun Balajiee Lekshmi Narayanan, Ligia E. Gómez, Martha Michelle Soto Fernandez, Tri Nguyen, Chris Blais, M. Adelaida Restrepo, Arthur M. Glenberg
GenQ: Automated Question Generation to Support Caregivers While Reading Stories with Children. CoRR (2023)
Ella Peltonen, Nitinder Mohan, Peter Zdankin, Tanya Shreedhar, Tri Nguyen, Suzan Bayhan, Jon Crowcroft, Jussi Kangasharju, Daniela Nicklas
Perspectives on Negative Research Results in Pervasive Computing. IEEE Pervasive Comput. 22 (3) (2023)
Shahana Ibrahim, Tri Nguyen, Xiao Fu
Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization. ICLR (2023)
Duc-Dat Ngo, Van-Linh Vo, Tri Nguyen, Manh-Hung Nguyen, My-Ha Le
Image-Based Ship Detection Using Deep Variational Information Bottleneck. Sensors 23 (19) (2023)
Jeff L. Rhoades, Arlo Sheridan, Mukul Narwani, Brian Reicher, Mark Larson, Shuhan Xie, Tri Nguyen, Aaron T. Kuan, Alexandra Pacureanu, Wei-Chung Allen Lee, Jan Funke
Unpaired Image Enhancement for Neurite Segmentation in x-ray Tomography. ISBI (2023)
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. WACV (2023)
Tri Nguyen, Mukul Narwani, Mark Larson, Yicong Li, Shuhan Xie, Hanspeter Pfister, Donglai Wei, Nir Shavit, Lu Mi, Alexandra Pacureanu, Wei-Chung Lee, Aaron T. Kuan
The XPRESS Challenge: Xray Projectomic Reconstruction - Extracting Segmentation with Skeletons. CoRR (2023)
Tri Nguyen, Huong Nguyen, Juha Partala, Susanna Pirttikangas
TrustedMaaS: Transforming trust and transparency Mobility-as-a-Service with blockchain. Future Gener. Comput. Syst. 149 (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)
Shahana Ibrahim, Tri Nguyen, Xiao Fu
Deep Learning From Crowdsourced Labels: Coupled Cross-entropy Minimization, Identifiability, and Regularization. CoRR (2023)
Tri Nguyen, Shahana Ibrahim, Xiao Fu
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach. CoRR (2023)
Tri Nguyen, Michela Becchi
A GPU-accelerated Data Transformation Framework Rooted in Pushdown Transducers. HIPC (2022)
Tri Nguyen, Xiao Fu, Ruiyuan Wu
Memory-Efficient Convex Optimization for Self-Dictionary Nonnegative Matrix Factorization. IEEECONF (2022)
Tri Nguyen, Xiao Fu, Ruiyuan Wu
Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach. IEEE Trans. Signal Process. 70 (2022)
Tri Nguyen, Azhar Mohammed, Bao Duong, Thin Nguyen
Causality-aided Recommendation Systems. IJCNN (2022)
Tri Nguyen, Myungsik Yoo
PatchGAN-Based Depth Completion in Autonomous Vehicle. ICOIN (2022)
Huong Nguyen, Tri Nguyen, Teemu Leppänen, Juha Partala, Susanna Pirttikangas
Situation Awareness for Autonomous Vehicles Using Blockchain-Based Service Cooperation. CAiSE (2022)
Tri Nguyen, Siddharth Mishra-Sharma, Reuel Williams, Lina Necib
Uncovering dark matter density profiles in dwarf galaxies with graph neural networks. CoRR (2022)
Marziyeh Nourian, Tri Nguyen, Andrew A. Chien, Michela Becchi
Data Transformation Acceleration using Deterministic Finite-State Transducers. Big Data (2022)
Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomás E. Müller-Bravo, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Dongning Guo, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, Seyedramin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk, Shen Wang, Thomas K. Warburton
Applications and Techniques for Fast Machine Learning in Science. Frontiers Big Data 5 (2022)
Ella Peltonen, Nitinder Mohan, Peter Zdankin, Tanya Shreedhar, Tri Nguyen, Suzan Bayhan, Jon Crowcroft, Jussi Kangasharju, Daniela Nicklas
Perspectives on Negative Research Results in Pervasive Computing. CoRR (2022)
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. CoRR (2022)
Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. CoRR (2022)
Huong Nguyen, Tri Nguyen, Teemu Leppänen, Juha Partala, Susanna Pirttikangas
Situation Awareness for Autonomous Vehicles Using Blockchain-based Service Cooperation. CoRR (2022)
Tri Nguyen, Myungsik Yoo
Fusing LIDAR sensor and RGB camera for object detection in autonomous vehicle with fuzzy logic approach. ICOIN (2021)
Lam Huynh, Tri Nguyen, Thu Nguyen, Susanna Pirttikangas, Pekka Siirtola
StressNAS: Affect State and Stress Detection Using Neural Architecture Search. UbiComp/ISWC Adjunct (2021)
Arun Balajiee Lekshmi Narayanan, Ju Eun Lim, Tri Nguyen, Ligia E. Gómez, M. Adelaida Restrepo, Chris Blais, Arthur M. Glenberg, Erin Walker
Parent-EMBRACE: An Adaptive Dialogic Reading Intervention. AIED (2) (2021)
Thin Nguyen, Hang Le, Thomas P. Quinn, Tri Nguyen, Thuc Duy Le, Svetha Venkatesh
GraphDTA: predicting drug-target binding affinity with graph neural networks. Bioinform. 37 (8) (2021)
Tri Nguyen, Risto Katila, Tuan Nguyen Gia
A Novel Internet-of-Drones and Blockchain-based System Architecture for Search and Rescue. MASS (2021)
Tri Nguyen, Risto Katila, Tuan Nguyen Gia
A Novel Internet-of-Drones and Blockchain-based System Architecture for Search and Rescue. CoRR (2021)
Elena Cuoco, Jade Powell, Marco Cavaglià, Kendall Ackley, Michal Bejger, Chayan Chatterjee, Michael Coughlin, Scott Coughlin, Paul Easter, Reed Essick, Hunter Gabbard, Timothy Gebhard, Shaon Ghosh, Leïla Haegel, Alberto Iess, David Keitel, Zsuzsa Márka, Szabolcs Márka, Filip Morawski, Tri Nguyen, Rich Ormiston, Michael Pürrer, Massimiliano Razzano, Kai Staats, Gabriele Vajente, Daniel Williams
Enhancing gravitational-wave science with machine learning. Mach. Learn. Sci. Technol. 2 (1) (2021)
Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomas E. Muller Bravo, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, SeyedRamin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk, Thomas K. Warburton, Maria Acosta Flechas, Anthony Aportela, Thomas Calvet, Leonardo Cristella, Daniel Diaz, Caterina Doglioni, Maria Domenica Galati, Elham E Khoda, Farah Fahim, Davide Giri, Benjamin Hawks, Duc Hoang, Burt Holzman, Shih-Chieh Hsu, Sergo Jindariani, Iris Johnson, Raghav Kansal, Ryan Kastner, Erik Katsavounidis, Jeffrey Krupa, Pan Li, Sandeep Madireddy, Ethan Marx, Patrick McCormack, Andres Meza, Jovan Mitrevski, Mohammed Attia Mohammed, Farouk Mokhtar, Eric Moreno, Srishti Nagu, Rohin Narayan, Noah Palladino, Zhiqiang Que, Sang Eon Park, Subramanian Ramamoorthy, Dylan Rankin, Simon Rothman, Ashish Sharma, Sioni Summers, Pietro Vischia, Jean-Roch Vlimant, Olivia Weng
Applications and Techniques for Fast Machine Learning in Science. CoRR (2021)
John Ravi, Tri Nguyen, Huiyang Zhou, Michela Becchi
PILOT: a Runtime System to Manage Multi-tenant GPU Unified Memory Footprint. HiPC (2021)
Lam Huynh, Tri Nguyen, Thu Nguyen, Susanna Pirttikangas, Pekka Siirtola
StressNAS: Affect State and Stress Detection Using Neural Architecture Search. CoRR (2021)
Tri Nguyen, Xiao Fu, Ruiyuan Wu
Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach. CoRR (2021)
Khuong Vo, Tri Nguyen, Dang Pham, Mao Nguyen, Minh Truong, Dinh Nguyen, Tho Quan
Handling negative mentions on social media channels using deep learning. J. Inf. Telecommun. 3 (3) (2019)
Khuong Vo, Tri Nguyen, Dang Pham, Mao Nguyen, Minh Truong, Trung Mai, Tho Quan
Combination of Domain Knowledge and Deep Learning for Sentiment Analysis of Short and Informal Messages on Social Media. CoRR (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)
Khuong Vo, Tri Nguyen, Dang Pham, Mao Nguyen, Minh Truong, Trung Mai, Tho T. Quan
Combination of domain knowledge and deep learning for sentiment analysis of short and informal messages on social media. Int. J. Comput. Vis. Robotics 9 (5) (2019)
Davis Rempe, Mitchell Snyder, Andrew Pracht, Andrew Schwarz, Tri Nguyen, Mitchel Vostrez, Zhongyuan Zhao, Mehmet C. Vuran
A cognitive radio TV prototype for effective TV spectrum sharing. DySPAN (2017)
Tung Cu, Carolyn Lamacchia, Tri Nguyen
The Internet of Things: Can a Tree Talk to You? AMCIS (2017)
Patricia Francis-Lyon, Yasser Attiga, Rashmi Manjunath, Uma Ramasubramanian, Vaishali Chaudhuri, Tri Nguyen, Xiangyi Xu, Siyang Zeng, Amina Abubakar, Charles R. Newton
Tablet app for child cognitive assessment in low and middle income countries. GHTC (2017)
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoCo@NIPS (2016)
Tri Nguyen, Caslon Chua
Predictive Tool for Software Team Performance. APSEC (2016)
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoRR (2016)
Silvije Jovalekic, Tri Nguyen
Specification and Verification of Time Properties in Distributed Automation Systems during Test Planning Phase. COMPSAC Workshops (2011)
Tri Nguyen, Robert Chun
Per-Thread Batch Queues For Multithreaded Programs. PDPTA (2006)
Gilbert Strang, Tri Nguyen
The Interplay of Ranks of Submatrices. SIAM Rev. 46 (4) (2004)
Carmen de Sola Fabregas, Tri Nguyen
Ultrasound image coding using shape-adaptive DCT and adaptive quantization. Medical Imaging: Image Processing (1997)