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Xinping Yi
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A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability
X Huang, D Kroening, W Ruan, J Sharp, Y Sun, E Thamo, M Wu, X Yi
Computer Science Review 37, 100270, 2020
5832020
Degrees of freedom of time correlated MISO broadcast channel with delayed CSIT
S Yang, M Kobayashi, D Gesbert, X Yi
IEEE Transactions on Information Theory 59 (1), 315 - 328, 2013
2762013
FDD massive MIMO via UL/DL channel covariance extrapolation and active channel sparsification
MB Khalilsarai, S Haghighatshoar, X Yi, G Caire
IEEE Transactions on Wireless Communications 18 (1), 121-135, 2019
1192019
Channel prediction in high-mobility massive MIMO: From spatio-temporal autoregression to deep learning
C Wu, X Yi, Y Zhu, W Wang, L You, X Gao
IEEE Journal on Selected Areas in Communications 39 (7), 1915-1930, 2021
892021
The degrees of freedom region of temporally correlated MIMO networks with delayed CSIT
X Yi, S Yang, D Gesbert, M Kobayashi
IEEE Transactions on Information Theory 60 (1), 594-614, 2014
722014
Learning to localize: A 3D CNN approach to user positioning in massive MIMO-OFDM systems
C Wu, X Yi, W Wang, L You, Q Huang, X Gao, Q Liu
IEEE Transactions on Wireless Communications 20 (7), 4556-4570, 2021
672021
Enhancing Adversarial Training with Second-Order Statistics of Weights
G Jin, X Yi, W Huang, S Schewe, X Huang
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022
662022
Topological interference management with transmitter cooperation
X Yi, D Gesbert
IEEE Transactions on Information Theory 61 (11), 6107 - 6130, 2015
642015
Optimality of treating interference as noise: A combinatorial perspective
X Yi, G Caire
IEEE Transactions on Information Theory 62 (8), 4654-4673, 2016
622016
User scheduling for heterogeneous multiuser MIMO systems: a subspace viewpoint
X Yi, EKS Au
IEEE Transactions on Vehicular Technology 60 (8), 4004-4013, 2011
602011
How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks
G Jin, X Yi, L Zhang, L Zhang, S Schewe, X Huang
Advances in Neural Information Processing Systems (NeurIPS), 2020
592020
Deep learning-based robust precoding for massive MIMO
J Shi, W Wang, X Yi, X Gao, GY Li
IEEE Transactions on Communications 69 (11), 7429-7443, 2021
53*2021
Safety and trustworthiness of deep neural networks: A survey
X Huang, D Kroening, M Kwiatkowska, W Ruan, Y Sun, E Thamo, M Wu, ...
arXiv preprint arXiv:1812.08342, 151, 2018
502018
Randomized Adversarial Training via Taylor Expansion
G Jin, X Yi, D Wu, R Mu, X Huang
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023
472023
On the degrees of freedom of time correlated MISO broadcast channel with delayed CSIT
M Kobayashi, S Yang, D Gesbert, X Yi
2012 IEEE International Symposium on Information Theory Proceedings, https …, 2012
452012
Energy efficiency optimization for downlink massive MIMO with statistical CSIT
L You, J Xiong, X Yi, J Wang, W Wang, X Gao
IEEE Transactions on Wireless Communications 19 (4), 2684-2698, 2020
442020
Precoding methods for the MISO broadcast channel with delayed CSIT
X Yi, D Gesbert
IEEE Transactions on Wireless Communications 12 (5), 1-11, 2013
412013
TDMA is optimal for all-unicast DoF region of TIM if and only if topology is chordal bipartite
X Yi, H Sun, SA Jafar, D Gesbert
IEEE Transactions on Information Theory 64 (3), 2065-2076, 2018
38*2018
Near-field wideband extremely large-scale MIMO transmissions with holographic metasurface-based antenna arrays
J Xu, L You, GC Alexandropoulos, X Yi, W Wang, X Gao
IEEE Transactions on Wireless Communications, 2024
34*2024
On the degrees of freedom of the K-user time correlated broadcast channel with delayed CSIT
P de Kerret, X Yi, D Gesbert
2013 IEEE International Symposium on Information Theory, 624-628, 2013
332013
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