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2020 – today
- 2024
[j3]Xiaopeng Jiang
, Han Hu, Thinh On, Phung Lai, Vijaya Datta Mayyuri, An M. Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan:
FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps. IEEE Trans. Mob. Comput. 23(1): 501-519 (2024)- [i9]Kiana Vu, Phung Lai, Truc Nguyen:
XSub: Explanation-Driven Adversarial Attack against Blackbox Classifiers via Feature Substitution. CoRR abs/2409.08919 (2024) - 2023
- [c10]Truc D. T. Nguyen, Phung Lai, Hai Phan, My T. Thai:
XRand: Differentially Private Defense against Explanation-Guided Attacks. AAAI 2023: 11873-11881 - [c9]Truc D. T. Nguyen, Phung Lai, Khang Tran, NhatHai Phan, My T. Thai:
Active Membership Inference Attack under Local Differential Privacy in Federated Learning. AISTATS 2023: 5714-5730 - [c8]Vaisnavi Nemala, Phung Lai, NhatHai Phan:
Differential Privacy in HyperNetworks for Personalized Federated Learning. CIKM 2023: 4224-4228 - [i8]Truc D. T. Nguyen, Phung Lai, Khang Tran, NhatHai Phan, My T. Thai:
Active Membership Inference Attack under Local Differential Privacy in Federated Learning. CoRR abs/2302.12685 (2023) - 2022
- [j2]Pelin Ayranci, Phung Lai, NhatHai Phan, Han Hu, Alexander Kolinowski, David Newman, Deijing Dou:
OnML: an ontology-based approach for interpretable machine learning. J. Comb. Optim. 44(1): 770-793 (2022) - [c7]Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios:
User-Entity Differential Privacy in Learning Natural Language Models. IEEE Big Data 2022: 1465-1474 - [c6]Khang Tran, Phung Lai, NhatHai Phan, Issa Khalil, Yao Ma, Abdallah Khreishah, My T. Thai, Xintao Wu:
Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks. IEEE Big Data 2022: 1582-1587 - [c5]Phung Lai, Han Hu, Hai Phan, Ruoming Jin, My T. Thai, An M. Chen:
Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning. CoLLAs 2022: 778-797 - [i7]Phung Lai, NhatHai Phan, Abdallah Khreishah, Issa Khalil, Xintao Wu:
Model Transferring Attacks to Backdoor HyperNetwork in Personalized Federated Learning. CoRR abs/2201.07063 (2022) - [i6]Phung Lai, Han Hu, NhatHai Phan, Ruoming Jin, My T. Thai, An M. Chen:
Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning. CoRR abs/2207.12831 (2022) - [i5]Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios:
User-Entity Differential Privacy in Learning Natural Language Models. CoRR abs/2211.01141 (2022) - [i4]Khang Tran, Phung Lai, NhatHai Phan, Issa Khalil, Yao Ma, Abdallah Khreishah, My Tra Thai, Xintao Wu:
Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks. CoRR abs/2211.05766 (2022) - [i3]Truc D. T. Nguyen, Phung Lai, NhatHai Phan, My T. Thai:
XRand: Differentially Private Defense against Explanation-Guided Attacks. CoRR abs/2212.04454 (2022) - 2021
- [c4]Pradnya Desai, Phung Lai, NhatHai Phan, My T. Thai:
Continual Learning with Differential Privacy. ICONIP (6) 2021: 334-343 - [i2]Pradnya Desai, Phung Lai, NhatHai Phan, My T. Thai:
Continual Learning with Differential Privacy. CoRR abs/2110.05223 (2021) - 2020
- [j1]Trung Vu, Phung Lai, Raviv Raich, Anh T. Pham, Xiaoli Z. Fern, Arvind U. K. Rao:
A Novel Attribute-Based Symmetric Multiple Instance Learning for Histopathological Image Analysis. IEEE Trans. Medical Imaging 39(10): 3125-3136 (2020) - [c3]Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou:
Ontology-based Interpretable Machine Learning for Textual Data. IJCNN 2020: 1-10 - [i1]Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou:
Ontology-based Interpretable Machine Learning for Textual Data. CoRR abs/2004.00204 (2020)
2010 – 2019
- 2018
- [c2]Phung Lai, Raviv Raich, Molly Megraw:
Convmd: Convolutive Matrix Decomposition For Classification Of Matrix Data. SSP 2018: 368-372 - 2016
- [c1]Tam Nguyen, Raviv Raich, Phung Lai:
Jeffreys prior regularization for logistic regression. SSP 2016: 1-5
Coauthor Index
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last updated on 2024-10-15 00:20 CEST by the dblp team
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