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Renjie Xie
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A generalizable model-and-data driven approach for open-set RFF authentication
R Xie, W Xu, Y Chen, J Yu, A Hu, DWK Ng, AL Swindlehurst
IEEE Transactions on Information Forensics and Security 16, 4435-4450, 2021
652021
Deep secure quantization: On secure biometric hashing against similarity-based attacks
Y Chen, Y Wo, R Xie, C Wu, G Han
Signal Processing 154, 314-323, 2019
442019
Deep CSI compression for massive MIMO: A self-information model-driven neural network
Z Yin, W Xu, R Xie, S Zhang, DWK Ng, X You
IEEE Transactions on Wireless Communications 21 (10), 8872-8886, 2022
292022
Tablegan-mca: Evaluating membership collisions of gan-synthesized tabular data releasing
A Hu, R Xie, Z Lu, A Hu, M Xue
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
212021
Modeling submarket effect for real estate hedonic valuation: A probabilistic approach
Z Liu, J Cao, R Xie, J Yang, Q Wang
IEEE Transactions on Knowledge and Data Engineering 33 (7), 2943-2955, 2020
112020
Disentangled representation learning for RF fingerprint extraction under unknown channel statistics
R Xie, W Xu, J Yu, A Hu, DWK Ng, AL Swindlehurst
IEEE Transactions on Communications 71 (7), 3946-3962, 2023
102023
A deep, information-theoretic framework for robust biometric recognition
R Xie, Y Chen, Y Wo, Q Wang
arXiv preprint arXiv:1902.08785, 2019
102019
On breaking deep generative model-based defenses and beyond
Y Chen, R Xie, Z Zhu
International Conference on Machine Learning, 1736-1745, 2020
62020
Unsupervised classification of street architectures based on infogan
N Wang, X Zeng, R Xie, Z Gao, Y Zheng, Z Liao, J Yang, Q Wang
IET Digital Library, 2019
52019
VeriDIP: Verifying Ownership of Deep Neural Networks through Privacy Leakage Fingerprints
A Hu, Z Lu, R Xie, M Xue
IEEE Transactions on Dependable and Secure Computing, 2023
32023
Deep CSI Compression for Dual-Polarized Massive MIMO Channels with Disentangled Representation Learning
S Fan, W Xu, R Xie, S Jin, DWK Ng, N Al-Dhahir
IEEE Transactions on Communications, 2024
12024
Self-Information Domain-Based Neural CSI Compression With Feature Coupling
Z Yin, R Xie, W Xu, Z Yang, X You
IEEE Transactions on Vehicular Technology 72 (10), 13661-13665, 2023
12023
Adversarial training for video disentangled representation
R Xie, Y Wang, T Xie, Y Zhang, L Xu, J Lu, Q Wang
MultiMedia Modeling: 25th International Conference, MMM 2019, Thessaloniki …, 2019
12019
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective
A Hu, Y Chen, R Xie, A Weller
arXiv preprint arXiv:2409.06130, 2024
2024
Learning Power Allocation and Channel Estimation for Superimposed Pilot-Assisted Multiuser MIMO
R Gu, J Xu, C Qian, W Xu, R Xie
IEEE Wireless Communications Letters, 2024
2024
Unsupervised Stock Clustering Based on Adversarial Learning and Its Application in Quantitative Investment
J Ke, R Xie, W Xu
Proceedings of the 2023 14th International Conference on E-business …, 2023
2023
A. Theory: Proof of Theorem
Y Chen, R Xie, Z Zhu
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