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Khoa D Doan
Khoa D Doan
VinUniversity
Adresă de e-mail confirmată pe vinuni.edu.vn - Pagina de pornire
Titlu
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Citat de
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Lira: Learnable, imperceptible and robust backdoor attacks
K Doan, Y Lao, W Zhao, P Li
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
2882021
Backdoor attack with imperceptible input and latent modification
K Doan, Y Lao, P Li
Advances in Neural Information Processing Systems 34, 18944-18957, 2021
1532021
Gradient boosting neural networks: Grownet
S Badirli, X Liu, Z Xing, A Bhowmik, K Doan, SS Keerthi
arXiv preprint arXiv:2002.07971, 2020
1122020
One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching
D Khoa D, P Yang, P Li
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
572022
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions
TD Nguyen, T Nguyen, P Le Nguyen, HH Pham, KD Doan, KS Wong
Engineering Applications of Artificial Intelligence 127, 107166, 2024
552024
Marksman backdoor: Backdoor attacks with arbitrary target class
KD Doan, Y Lao, P Li
Advances in Neural Information Processing Systems 35, 38260-38273, 2022
392022
Interpretable graph similarity computation via differentiable optimal alignment of node embeddings
KD Doan, S Manchanda, S Mahapatra, CK Reddy
Proceedings of the 44th international ACM SIGIR conference on research and …, 2021
372021
Iba: Towards irreversible backdoor attacks in federated learning
TD Nguyen, TA Nguyen, A Tran, KD Doan, KS Wong
Advances in Neural Information Processing Systems 36, 66364-66376, 2023
342023
Efficient implicit unsupervised text hashing using adversarial autoencoder
KD Doan, CK Reddy
Proceedings of the Web Conference 2020, 684-694, 2020
33*2020
Defending backdoor attacks on vision transformer via patch processing
KD Doan, Y Lao, P Yang, P Li
Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 506-515, 2023
322023
Adversarial factorization autoencoder for look-alike modeling
KD Doan, P Yadav, CK Reddy
Proceedings of the 28th ACM International Conference on Information and …, 2019
242019
An attentive spatio-temporal neural model for successive point of interest recommendation
KD Doan, G Yang, CK Reddy
Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019
212019
Evaluating the impact of data placement to spark and SciDB with an Earth Science use case
K Doan, AO Oloso, KS Kuo, TL Clune, H Yu, B Nelson, J Zhang
2016 IEEE International Conference on Big Data (Big Data), 341-346, 2016
142016
Label-smoothed backdoor attack
M Peng, Z Xiong, M Sun, P Li
arXiv e-prints, arXiv: 2202.11203, 2022
92022
Image generation via minimizing fr\'echet distance in discriminator feature space
KD Doan, S Manchanda, F Wang, S Keerthi, A Bhowmik, CK Reddy
arXiv preprint arXiv:2003.11774, 2020
92020
Image hashing by minimizing discrete component-wise wasserstein distance
KD Doan, S Manchanda, S Badirli, CK Reddy
arXiv preprint arXiv:2003.00134, 2020
8*2020
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs
QH Nguyen, DC Hoang, J Decugis, S Manchanda, NV Chawla, KD Doan
arXiv preprint arXiv:2407.10834, 2024
52024
Implications of data placement strategy to Big Data technologies based on shared-nothing architecture for geosciences
KS Kuo, A Oloso, K Doan, TL Clune, H Yu
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
52016
Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks
N Hung-Quang, Y Lao, T Pham, KS Wong, KD Doan
The Twelfth International Conference on Learning Representations, 2024
3*2024
Empirical study of federated unlearning: Efficiency and effectiveness
TH Nguyen, HP Vu, DT Nguyen, TM Nguyen, KD Doan, KS Wong
Asian Conference on Machine Learning, 959-974, 2024
32024
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