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Minh N. Vu
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2020 – today
- 2024
- [c11]Minh N. Vu, Truc D. T. Nguyen, Tre' R. Jeter, My T. Thai:
Analysis of Privacy Leakage in Federated Large Language Models. AISTATS 2024: 1423-1431 - [i11]Minh N. Vu, Truc D. T. Nguyen, Tre' R. Jeter, My T. Thai:
Analysis of Privacy Leakage in Federated Large Language Models. CoRR abs/2403.04784 (2024) - [i10]Hoang M. Ngo, Nguyen Hoang Khoi Do, Minh N. Vu, Tamer Kahveci, My T. Thai:
CHARME: A chain-based reinforcement learning approach for the minor embedding problem. CoRR abs/2406.07124 (2024) - [i9]Nhat Hoang-Xuan, Minh N. Vu, My T. Thai:
LLM-assisted Concept Discovery: Automatically Identifying and Explaining Neuron Functions. CoRR abs/2406.08572 (2024) - 2023
- [c10]Minh N. Vu, Tre' R. Jeter, Raed Alharbi, My T. Thai:
Active Data Reconstruction Attacks in Vertical Federated Learning. IEEE Big Data 2023: 1374-1379 - [c9]Minh N. Vu, My T. Thai:
Limitations of Perturbation-based Explanation Methods for Temporal Graph Neural Networks. ICDM 2023: 618-627 - 2022
- [c8]Wenchong He, Minh N. Vu, Zhe Jiang, My T. Thai:
An Explainer for Temporal Graph Neural Networks. GLOBECOM 2022: 6384-6389 - [c7]Minh N. Vu, Truc D. T. Nguyen, My T. Thai:
NeuCEPT: Learn Neural Networks' Mechanism via Critical Neurons with Precision Guarantee. ICDM 2022: 488-497 - [i8]Wenchong He, Minh N. Vu, Zhe Jiang, My T. Thai:
An Explainer for Temporal Graph Neural Networks. CoRR abs/2209.00807 (2022) - [i7]Minh N. Vu, Truc D. T. Nguyen, My T. Thai:
NeuCEPT: Locally Discover Neural Networks' Mechanism via Critical Neurons Identification with Precision Guarantee. CoRR abs/2209.08448 (2022) - [i6]Minh N. Vu, Huy Q. Mai, My T. Thai:
EMaP: Explainable AI with Manifold-based Perturbations. CoRR abs/2209.08453 (2022) - [i5]Minh N. Vu, My T. Thai:
On the Limit of Explaining Black-box Temporal Graph Neural Networks. CoRR abs/2212.00952 (2022) - 2021
- [c6]Raed Alharbi, Minh N. Vu, My T. Thai:
Learning Interpretation with Explainable Knowledge Distillation. IEEE BigData 2021: 705-714 - [c5]Minh N. Vu, Truc D. T. Nguyen, NhatHai Phan, Ralucca Gera, My T. Thai:
c-Eval: A Unified Metric to Evaluate Feature-based Explanations via Perturbation. IEEE BigData 2021: 927-937 - [c4]Raed Alharbi, Minh N. Vu, My T. Thai:
Evaluating Fake News Detection Models from Explainable Machine Learning Perspectives. ICC 2021: 1-6 - [i4]Raed Alharbi, Minh N. Vu, My T. Thai:
Learning Interpretation with Explainable Knowledge Distillation. CoRR abs/2111.06945 (2021) - 2020
- [j3]Mohammad Ranjbar, Nghi H. Tran, Minh N. Vu, Truyen V. Nguyen, Mustafa Cenk Gursoy:
Capacity Region and Capacity-Achieving Signaling Schemes for 1-bit ADC Multiple Access Channels in Rayleigh Fading. IEEE Trans. Wirel. Commun. 19(9): 6162-6178 (2020) - [c3]Minh N. Vu, My T. Thai:
PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks. NeurIPS 2020 - [i3]Minh N. Vu, My T. Thai:
PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks. CoRR abs/2010.05788 (2020)
2010 – 2019
- 2019
- [j2]Minh N. Vu, Nghi H. Tran, Hoang Duong Tuan, Truyen V. Nguyen, Duy H. N. Nguyen:
Optimal Signaling Schemes and Capacities of Non-Coherent Correlated MISO Channels Under Per-Antenna Power Constraints. IEEE Trans. Commun. 67(1): 190-204 (2019) - [j1]Minh N. Vu, Nghi H. Tran, Dissanayakage G. Wijeratne, Khanh D. Pham, Kye-Shin Lee, Duy H. N. Nguyen:
Optimal Signaling Schemes and Capacity of Non-Coherent Rician Fading Channels With Low-Resolution Output Quantization. IEEE Trans. Wirel. Commun. 18(6): 2989-3004 (2019) - [c2]NhatHai Phan, Minh N. Vu, Yang Liu, Ruoming Jin, Dejing Dou, Xintao Wu, My T. Thai:
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness. IJCAI 2019: 4753-4759 - [i2]NhatHai Phan, Minh N. Vu, Yang Liu, Ruoming Jin, Dejing Dou, Xintao Wu, My T. Thai:
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness. CoRR abs/1906.01444 (2019) - [i1]Minh N. Vu, Truc D. T. Nguyen, NhatHai Phan, Ralucca Gera, My T. Thai:
Evaluating Explainers via Perturbation. CoRR abs/1906.02032 (2019) - 2018
- [c1]Minh N. Vu, Dissanayakage G. Wijeratne, Nghi H. Tran, Khanh D. Pham:
Optimal Signaling Scheme and Capacity of Non-Coherent Rician Fading Channels with 1-Bit Output Quantization. ICC 2018: 1-6
Coauthor Index
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