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Journal Articles
- 2024
[j4]Altus Viljoen, Marija Radic, Andreas Hein, John Nguyen, Helmut Krcmar:
Governing Citizen Development to Address Low-Code Platform Challenges. MIS Q. Executive 23(3): 6 (2024)- 2016
- [j3]Yuanchun Ding, Falu Weng, Ji Ge, John Nguyen:
Displacement-constrained vibration-attenuation controller design for linear structure systems with parameter uncertainties. Int. J. Comput. Appl. Technol. 53(1): 82-90 (2016) - 2014
- [j2]Ji Ge, Zheng Gong, Jun Chen, Jun Liu
, John Nguyen, Zongyi Yang, Chen Wang, Yu Sun:
A System for Counting Fetal and Maternal Red Blood Cells. IEEE Trans. Biomed. Eng. 61(12): 2823-2829 (2014) - 1995
- [j1]Gill A. Pratt, John Nguyen:
Distributed Synchronous Clocking. IEEE Trans. Parallel Distributed Syst. 6(3): 314-328 (1995)
Conference and Workshop Papers
- 2024
- [c17]Ashish Shenoy, Sid Wang, Pierce Chuang, John Nguyen:
Now It Sounds Like You: Learning Personalized Vocabulary On Device. AAAI Spring Symposia 2024: 310-315 - 2023
- [c16]Altus Viljoen, John Nguyen, Martin Kauschinger, Andreas Hein:
Fostering Scalable Citizen Development in Organizations: Towards a Guiding Framework. AMCIS 2023 - [c15]Ross Cocks, John Nguyen, Brady Peters:
Wieringa Surface: The Implementation of Aperiodicity into Architectural Acoustics. CAAD Futures 2023: 190-203 - [c14]John Nguyen, Jianyu Wang, Kshitiz Malik, Maziar Sanjabi, Michael G. Rabbat:
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning. ICLR 2023 - [c13]Kevin Kuo, Pratiksha Thaker, Mikhail Khodak, John Nguyen, Daniel Jiang, Ameet Talwalkar, Virginia Smith:
On Noisy Evaluation in Federated Hyperparameter Tuning. MLSys 2023 - [c12]Tien M. Nguyen, Charles H. Lee, Yinwei Chen, Sam Behseta, Dan Shen, Genshe Chen, John Nguyen, Xiwen Kang, Khanh D. Pham:
Innovative Multicarrier Broadband Waveforms for Future GNSS Applications - A System Overview. PLANS 2023: 952-967 - [c11]Tien M. Nguyen, Charles H. Lee, Sam Behseta, Dan Shen, John Nguyen, Xiwen Kang, Genshe Chen, Khanh D. Pham:
HT-MCBBW Ground Receiver Terminal for Future GNSS Applications. PLANS 2023: 1007-1018 - 2022
- [c10]John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Mike Rabbat, Mani Malek, Dzmitry Huba:
Federated Learning with Buffered Asynchronous Aggregation. AISTATS 2022: 3581-3607 - [c9]Dzmitry Huba, John Nguyen, Kshitiz Malik, Ruiyu Zhu, Mike Rabbat, Ashkan Yousefpour, Carole-Jean Wu, Hongyuan Zhan, Pavel Ustinov, Harish Srinivas, Kaikai Wang, Anthony Shoumikhin, Jesik Min, Mani Malek:
PAPAYA: Practical, Private, and Scalable Federated Learning. MLSys 2022 - [c8]Kiwan Maeng, Haiyu Lu, Luca Melis, John Nguyen, Mike Rabbat, Carole-Jean Wu:
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity. RecSys 2022: 156-167 - 2021
- [c7]John Nguyen, Raphael E. Stern:
Modeling oscillatory car following using deep reinforcement learning based car following models. MT-ITS 2021: 1-6 - 2020
- [c6]Michael Potter, Henry Gridley, Noah Lichtenstein, Kevin Hines, John Nguyen, Jacob Walsh:
Low-Light Environment Neural Surveillance. MLSP 2020: 1-6 - 2002
- [c5]Kathy Pribbenow, John Nguyen:
Developing a flexible online learning management system to facilitate various aspects of instructor-led training and lab administration. SIGUCCS 2002: 99-102 - 1999
- [c4]James Z. Wang, John Nguyen, Kin-Koi Lo, Christine Law, Donald P. Regula:
Multiresolution browsing of pathology images using wavelets. AMIA 1999 - 1995
- [c3]Gill A. Pratt, John Nguyen:
Distributed synchronous clocking. ARVLSI 1995: 316-330 - 1994
- [c2]John Nguyen, John Pezaris, Gill A. Pratt, Steve Ward:
Three-Dimensional Network Topologies. PCRCW 1994: 101-115 - 1993
- [c1]Steve Ward, Karim Abdalla, Rajeev Dujari, Michael Fetterman, Frank Honoré, Ricardo Jenez, Philippe Laffont, Kenneth Mackenzie, Chris Metcalf, Milan Minsky, John Nguyen, John Pezaris, Gill A. Pratt, Russell Tessier:
The NuMesh: A Modular, Scalable Communications Substrate. International Conference on Supercomputing 1993: 230-239
Informal and Other Publications
- 2023
- [i10]Sid Wang, Ashish Shenoy, Pierce Chuang, John Nguyen:
Now It Sounds Like You: Learning Personalized Vocabulary On Device. CoRR abs/2305.03584 (2023) - [i9]Sid Wang, John Nguyen, Ke Li, Carole-Jean Wu:
READ: Recurrent Adaptation of Large Transformers. CoRR abs/2305.15348 (2023) - 2022
- [i8]Kiwan Maeng, Haiyu Lu, Luca Melis, John Nguyen, Mike Rabbat, Carole-Jean Wu:
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity. CoRR abs/2206.02633 (2022) - [i7]John Nguyen, Kshitiz Malik, Maziar Sanjabi, Michael G. Rabbat:
Where to Begin? Exploring the Impact of Pre-Training and Initialization in Federated Learning. CoRR abs/2206.15387 (2022) - [i6]John Nguyen, Jianyu Wang, Kshitiz Malik, Maziar Sanjabi, Michael G. Rabbat:
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning. CoRR abs/2210.08090 (2022) - [i5]Kevin Kuo, Pratiksha Thaker, Mikhail Khodak, John Nguyen, Daniel Jiang, Ameet Talwalkar, Virginia Smith:
On Noisy Evaluation in Federated Hyperparameter Tuning. CoRR abs/2212.08930 (2022) - 2021
- [i4]John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Michael G. Rabbat, Mani Malek, Dzmitry Huba:
Federated Learning with Buffered Asynchronous Aggregation. CoRR abs/2106.06639 (2021) - [i3]Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov:
Opacus: User-Friendly Differential Privacy Library in PyTorch. CoRR abs/2109.12298 (2021) - [i2]Dzmitry Huba, John Nguyen, Kshitiz Malik, Ruiyu Zhu, Mike Rabbat, Ashkan Yousefpour, Carole-Jean Wu, Hongyuan Zhan, Pavel Ustinov, Harish Srinivas, Kaikai Wang, Anthony Shoumikhin, Jesik Min, Mani Malek:
Papaya: Practical, Private, and Scalable Federated Learning. CoRR abs/2111.04877 (2021) - 2020
- [i1]Michael Potter, Henry Gridley, Noah Lichtenstein, Kevin Hines, John Nguyen, Jacob Walsh:
Low-light Environment Neural Surveillance. CoRR abs/2007.00843 (2020)
Coauthor Index
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