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Tri Nguyen
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2020 – today
- 2024
- [j14]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) - [j13]Tri Nguyen
Exploring the integration of edge computing and blockchain IoT: Principles, architectures, security, and applications. J. Netw. Comput. Appl. 226: 103884 (2024) - [c29]Tri Nguyen
A Transducers-based Programming Framework for Efficient Data Transformation. PACT 2024: 66-77 - [c28]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: 937-942 - [c27]Tuan-Kiet Tran-Ngo, Thu Nguyen
Distributed Key Architecture for Blockchain Wallets. ICCAE 2024: 93-97 - [c26]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. ICDCSW 2024: 83-92 - [c25]Tri Nguyen
Significantly Improving Fixed-Ratio Compression Framework for Resource-limited Applications. ICPP 2024: 845-855 - [c24]Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le:
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation. IJCNN 2024: 1-8 - [c23]Long Nguyen, Thu Nguyen, Khoa Tan Vo, Tu-Anh Nguyen Hoang, Tri Nguyen, Ngoc-Thanh Dinh:
Enhancing Sequential Recommendation System For MOOCs Based On Heterogeneous Information Networks. MAPR 2024: 1-6 - [i21]Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le:
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation. CoRR abs/2403.11376 (2024) - [i20]Tri Nguyen, Huong Nguyen, Ahmad Ijaz, Saeid Sheikhi, Athanasios V. Vasilakos, Panos Kostakos:
Large language models in 6G security: challenges and opportunities. CoRR abs/2403.12239 (2024) - [i19]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 abs/2406.00181 (2024) - [i18]Tri Nguyen, Francisco Villaescusa-Navarro, Siddharth Mishra-Sharma, Carolina Cuesta-Lázaro, Paul Torrey, Arya Farahi, Alex M. Garcia, Jonah C. Rose, Stephanie O'Neil, Mark Vogelsberger, Xuejian Shen, Cian Roche, Daniel Anglés-Alcázar, Nitya Kallivayalil, Julian B. Muñoz, Francis-Yan Cyr-Racine, Sandip Roy, Lina Necib, Kassidy E. Kollmann:
How DREAMS are made: Emulating Satellite Galaxy and Subhalo Populations with Diffusion Models and Point Clouds. CoRR abs/2409.02980 (2024) - [i17]Misun Min, Yu-Hsiang Lan, Paul F. Fischer, Elia Merzari, Tri Nguyen, Haomin Yuan, Patrick C. Shriwise, Stefan Kerkemeier, Andrew Davis, Aleksandr Dubas, Rupert Eardly, Rob J. Akers, Thilina Rathnayake, Tim Warburton:
Exascale Simulations of Fusion and Fission Systems. CoRR abs/2409.19119 (2024) - 2023
- [j12]Tri Nguyen
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: 36-52 (2023) - [j11]Tri Nguyen
TrustedMaaS: Transforming trust and transparency Mobility-as-a-Service with blockchain. Future Gener. Comput. Syst. 149: 606-621 (2023) - [j10]Ella Peltonen
Perspectives on Negative Research Results in Pervasive Computing. IEEE Pervasive Comput. 22(3): 63-72 (2023) - [j9]Duc-Dat Ngo, Van-Linh Vo, Tri Nguyen, Manh-Hung Nguyen
Image-Based Ship Detection Using Deep Variational Information Bottleneck. Sensors 23(19): 8093 (2023) - [c22]Tai Nguyen, Khoa Nguyen
Hierarchical Uncertainty Aggregation and Emphasis Loss for Active Learning in Object Detection. IEEE Big Data 2023: 5311-5320 - [c21]Arun Balajiee Lekshmi Narayanan
GenQ: Automated Question Generation to Support Caregivers While Reading Stories with Children. CLIHC 2023: 3:1-3:11 - [c20]Shahana Ibrahim, Tri Nguyen, Xiao Fu:
Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization. ICLR 2023 - [c19]Tri Nguyen, Shahana Ibrahim, Xiao Fu:
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach. ICML 2023: 25980-26007 - [c18]Jeff L. Rhoades
Unpaired Image Enhancement for Neurite Segmentation in x-ray Tomography. ISBI 2023: 1-5 - [c17]Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. WACV 2023: 1980-1989 - [i16]Tri Nguyen, Mukul Narwani
The XPRESS Challenge: Xray Projectomic Reconstruction - Extracting Segmentation with Skeletons. CoRR abs/2302.03819 (2023) - [i15]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 abs/2305.16809 (2023) - [i14]Tri Nguyen, Shahana Ibrahim, Xiao Fu:
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach. CoRR abs/2305.19391 (2023) - [i13]Shahana Ibrahim, Tri Nguyen, Xiao Fu:
Deep Learning From Crowdsourced Labels: Coupled Cross-entropy Minimization, Identifiability, and Regularization. CoRR abs/2306.03288 (2023) - [i12]Fang Xu, Tri Nguyen, Jing Du:
Augmented Reality for Maintenance Tasks with ChatGPT for Automated Text-to-Action. CoRR abs/2307.03351 (2023) - 2022
- [j8]Allison McCarn Deiana, Nhan Tran
Applications and Techniques for Fast Machine Learning in Science. Frontiers Big Data 5: 787421 (2022) - [j7]Tri Nguyen
Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach. IEEE Trans. Signal Process. 70: 3221-3236 (2022) - [c16]Tri Nguyen, Xiao Fu, Ruiyuan Wu:
Memory-Efficient Convex Optimization for Self-Dictionary Nonnegative Matrix Factorization. IEEECONF 2022: 1372-1376 - [c15]Marziyeh Nourian, Tri Nguyen
Data Transformation Acceleration using Deterministic Finite-State Transducers. IEEE Big Data 2022: 141-150 - [c14]Huong Nguyen
Situation Awareness for Autonomous Vehicles Using Blockchain-Based Service Cooperation. CAiSE 2022: 501-516 - [c13]Tri Nguyen
A GPU-accelerated Data Transformation Framework Rooted in Pushdown Transducers. HIPC 2022: 215-225 - [i11]Huong Nguyen, Tri Nguyen, Teemu Leppänen, Juha Partala, Susanna Pirttikangas:
Situation Awareness for Autonomous Vehicles Using Blockchain-based Service Cooperation. CoRR abs/2204.03313 (2022) - [i10]Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. CoRR abs/2205.01423 (2022) - [i9]Tri Nguyen, Siddharth Mishra-Sharma, Reuel Williams, Lina Necib:
Uncovering dark matter density profiles in dwarf galaxies with graph neural networks. CoRR abs/2208.12825 (2022) - [i8]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 abs/2210.04615 (2022) - [i7]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 abs/2210.05708 (2022) - 2021
- [j6]Thin Nguyen
GraphDTA: predicting drug-target binding affinity with graph neural networks. Bioinform. 37(8): 1140-1147 (2021) - [j5]Elena Cuoco
Enhancing gravitational-wave science with machine learning. Mach. Learn. Sci. Technol. 2(1): 11002 (2021) - [c12]Arun Balajiee Lekshmi Narayanan
Parent-EMBRACE: An Adaptive Dialogic Reading Intervention. AIED (2) 2021: 239-244 - [c11]John Ravi, Tri Nguyen
PILOT: a Runtime System to Manage Multi-tenant GPU Unified Memory Footprint. HiPC 2021: 442-447 - [c10]Lam Huynh
StressNAS: Affect State and Stress Detection Using Neural Architecture Search. UbiComp/ISWC Adjunct 2021: 121-125 - [c9]Tri Nguyen
A Novel Internet-of-Drones and Blockchain-based System Architecture for Search and Rescue. MASS 2021: 278-288 - [i6]Tri Nguyen, Risto Katila, Tuan Nguyen Gia:
A Novel Internet-of-Drones and Blockchain-based System Architecture for Search and Rescue. CoRR abs/2108.00694 (2021) - [i5]Lam Huynh, Tri Nguyen, Thu Nguyen, Susanna Pirttikangas, Pekka Siirtola:
StressNAS: Affect State and Stress Detection Using Neural Architecture Search. CoRR abs/2108.12502 (2021) - [i4]Tri Nguyen, Xiao Fu, Ruiyuan Wu:
Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach. CoRR abs/2109.11135 (2021) - [i3]Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte
Applications and Techniques for Fast Machine Learning in Science. CoRR abs/2110.13041 (2021)
2010 – 2019
- 2019
- [j4]Khuong Vo
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): 458-485 (2019) - [j3]Thanh-Hoang Nguyen-Vo
VIETHERB: A Database for Vietnamese Herbal Species. J. Chem. Inf. Model. 59(1): 1-9 (2019) - [j2]Khuong Vo
Handling negative mentions on social media channels using deep learning. J. Inf. Telecommun. 3(3): 271-293 (2019) - [i2]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 abs/1902.06050 (2019) - 2017
- [c8]Tung Cu, Carolyn Lamacchia, Tri Nguyen:
The Internet of Things: Can a Tree Talk to You? AMCIS 2017 - [c7]Davis Rempe, Mitchell Snyder, Andrew Pracht, Andrew Schwarz, Tri Nguyen, Mitchel Vostrez, Zhongyuan Zhao
A cognitive radio TV prototype for effective TV spectrum sharing. DySPAN 2017: 1-2 - [c6]Patricia Francis-Lyon, Yasser Attiga, Rashmi Manjunath, Uma Ramasubramanian, Vaishali Chaudhuri, Tri Nguyen, Xiangyi Xu, Siyang Zeng
Tablet app for child cognitive assessment in low and middle income countries. GHTC 2017: 1-5 - 2016
- [c5]Tri Nguyen, Caslon Chua:
Predictive Tool for Software Team Performance. APSEC 2016: 373-376 - [c4]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 - [i1]Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng:
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoRR abs/1611.09268 (2016) - 2011
- [c3]Silvije Jovalekic, Tri Nguyen:
Specification and Verification of Time Properties in Distributed Automation Systems during Test Planning Phase. COMPSAC Workshops 2011: 168-173
2000 – 2009
- 2006
- [c2]Tri Nguyen, Robert Chun:
Per-Thread Batch Queues For Multithreaded Programs. PDPTA 2006: 562-568 - 2004
- [j1]Gilbert Strang, Tri Nguyen:
The Interplay of Ranks of Submatrices. SIAM Rev. 46(4): 637-646 (2004)
1990 – 1999
- 1997
- [c1]Carmen de Sola Fabregas, Tri Nguyen:
Ultrasound image coding using shape-adaptive DCT and adaptive quantization. Medical Imaging: Image Processing 1997
Coauthor Index
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