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Wu, Chi, Yi, Xinping ORCID: 0000-0001-5163-2364, Wang, Wenjin, Huang, Qing and Gao, Xiqi
(2020)
3D CNN-Enabled Positioning in 3D Massive MIMO-OFDM Systems.
In: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020-6-7 - 2020-6-11.
Yu, Han
(2022)
Active Channel Sparsification for Centralized and
Distributed Massive MIMO.
Doctor of Philosophy thesis, University of Liverpool.
Yu, Han, You, Li, Wang, Wenjin and Yi, Xinping ORCID: 0000-0001-5163-2364
(2021)
Active Channel Sparsification for Uplink Massive MIMO With Uniform Planar Array.
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20 (9).
pp. 6018-6032.
Liu, Ganlin, Huang, Xiaowei ORCID: 0000-0001-6267-0366 and Yi, Xinping ORCID: 0000-0001-5163-2364
(2022)
Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation.
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Wang, Wenjin, Chen, Xu, You, Li, Yi, Xinping ORCID: 0000-0001-5163-2364 and Gao, Xiqi
(2019)
Artificial Noise Assisted Secure Massive MIMO Transmission Exploiting Statistical CSI.
IEEE COMMUNICATIONS LETTERS, 23 (12).
pp. 2386-2389.
Yi, Xinping ORCID: 0000-0001-5163-2364
(2022)
Asymptotic Spectral Representation of Linear Convolutional Layers.
IEEE Transactions on Signal Processing, 70.
pp. 566-581.
Wu, Chi, Yi, Xinping ORCID: 0000-0001-5163-2364, Zhu, Yiming, Wang, Wenjin, You, Li and Gao, Xiqi
(2021)
Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning.
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 39 (7).
pp. 1915-1930.
Shi, Junchao, Wang, Wenjin, Yi, Xinping ORCID: 0000-0001-5163-2364, Gao, Xiqi and Li, Geoffrey Ye
(2021)
Deep Learning Based Robust Precoding for Massive MIMO.
IEEE Transactions on Communications, 69 (11).
pp. 7429-7443.
Zhang, Huaqian, Li, Xiao, Gao, Ning, Yi, Xinping ORCID: 0000-0001-5163-2364 and Jin, Shi
(2023)
A Deep Reinforcement Learning Approach to Two-Timescale Transmission for RIS-aided Multiuser MISO systems.
IEEE Wireless Communications Letters, 12 (8).
p. 1.
Yi, Xinping ORCID: 0000-0001-5163-2364, Yang, Sheng, Gesbert, David and Kobayashi, Mari
(2014)
The Degrees of Freedom Region of Temporally Correlated MIMO Networks With Delayed CSIT.
IEEE Transactions on Information Theory, 60 (1).
pp. 494-514.
Yu, Han, Yi, Xinping ORCID: 0000-0001-5163-2364 and Caire, Giuseppe
(2022)
Downlink Precoding for DP-UPA FDD Massive MIMO via Multi-Dimensional Active Channel Sparsification.
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 21 (8).
pp. 6698-6713.
Khalilsarai, Mahdi Barzegar, Yang, Tianyu, Haghighatshoary, Saeid, Yi, Xinping ORCID: 0000-0001-5163-2364 and Caire, Giuseppe
(2021)
Dual-Polarized FDD Massive MIMO: A Comprehensive Framework.
IEEE Transactions on Wireless Communications, 21 (2).
pp. 840-854.
You, Li, Xiong, Jiayuan, Yi, Xinping ORCID: 0000-0001-5163-2364, Wang, Jue, Wang, Wenjin and Gao, Xiqi
(2020)
Energy Efficiency Optimization for Downlink Massive MIMO With Statistical CSIT.
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 19 (4).
pp. 2684-2698.
Jin, Gaojie, Yi, Xinping ORCID: 0000-0001-5163-2364, Huang, Wei, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366
(2022)
Enhancing Adversarial Training with Second-Order Statistics of Weights.
In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022-6-18 - 2022-6-24.
Khalilsarai, Mahdi Barzegar, Haghighatshoar, Saeid, Yi, Xinping ORCID: 0000-0001-5163-2364 and Caire, Giuseppe
(2018)
FDD Massive MIMO: Efficient Downlink Probing and Uplink Feedback via Active Channel Sparsification.
In: 2018 IEEE International Conference on Communications (ICC 2018), 2018-5-20 - 2018-5-24.
Jin, Gaojie, Yi, Xinping ORCID: 0000-0001-5163-2364, Zhang, Liang, Zhang, Lijun, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366
(2020)
How does Weight Correlation Affect the Generalisation Ability of Deep
Neural Networks.
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Guo, Jingwei, Huang, Kaizhu, Yi, Xinping ORCID: 0000-0001-5163-2364 and Zhang, Rui
(2022)
Learning Disentangled Graph Convolutional Networks Locally and Globally.
IEEE Transactions on Neural Networks and Learning Systems, PP.
pp. 1-12.
Shi, Junchao, Wang, Wenjin, Yi, Xinping ORCID: 0000-0001-5163-2364, Wang, Jiaheng, Gao, Xiqi, Liu, Qing and Li, Geoffrey
(2020)
Learning to Compute Ergodic Rate for Multi-cell Scheduling in Massive MIMO.
IEEE Transactions on Wireless Communications, 20 (2).
pp. 785-797.
Wu, Chi, Yi, Xinping ORCID: 0000-0001-5163-2364, Wang, wenjin, You, Li, Huang, Qing, Gao, Xiqi and Liu, Qing
(2021)
Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems.
IEEE Transactions on Wireless Communications, 20 (7).
pp. 4556-4570.
Wu, Dengyu ORCID: 0000-0003-3699-4273, Yi, Xinping ORCID: 0000-0001-5163-2364 and Huang, Xiaowei ORCID: 0000-0001-6267-0366
(2022)
A Little Energy Goes a Long Way: Build an Energy-Efficient, Accurate Spiking Neural Network From Convolutional Neural Network.
Frontiers in neuroscience, 16.
p. 759900.
Sun, Gangle, Li, Yining, Yi, Xinping ORCID: 0000-0001-5163-2364, Wang, Wenjin, Gao, Xiqi, Wang, Lei, Wei, Fan and Chen, Yan
(2021)
Massive Grant-free OFDMA with Timing and Frequency Offsets.
IEEE Transactions on Wireless Communications, 21 (5).
pp. 3365-3380.
Joudeh, Hamdi, Yi, Xinping ORCID: 0000-0001-5163-2364 and Clerckx, Bruno
(2019)
On Multi-Cell Uplink-Downlink Duality with Treating Inter-Cell Interference as Noise.
In: 2019 IEEE International Symposium on Information Theory (ISIT), 2019-7-7 - 2019-7-12.
Joudeh, Hamdi, Yi, Xinping ORCID: 0000-0001-5163-2364, Clerckx, Bruno and Caire, Giuseppe
(2020)
On the Optimality of Treating Inter-Cell Interference as Noise: Downlink Cellular Networks and Uplink-Downlink Duality.
IEEE TRANSACTIONS ON INFORMATION THEORY, 66 (11).
pp. 6939-6961.
Yi, Xinping ORCID: 0000-0001-5163-2364 and Sun, Hua
(2019)
Opportunistic Topological Interference Management.
In: 2019 IEEE International Symposium on Information Theory (ISIT), 2019-7-7 - 2019-7-12, Paris, France.
Yi, Xinping ORCID: 0000-0001-5163-2364 and Sun, Hua ORCID: 0000-0001-8777-7987
(2020)
Opportunistic Topological Interference Management.
IEEE Transactions on Communications, 68 (1).
pp. 521-535.
Yi, Xinping ORCID: 0000-0001-5163-2364 and Sun, Hua ORCID: 0000-0001-8777-7987
(2020)
Opportunistic Treating Interference as Noise.
IEEE Transactions on Information Theory, 66 (1).
pp. 520-533.
Yi, Xinping
(2019)
Opportunistic topological interference management.
Proc. IEEE Int. Symp. Information Theory 2019.
(Submitted)
Yi, Xinping ORCID: 0000-0001-5163-2364 and Caire, Giuseppe
(2016)
Optimality of Treating Interference as Noise: A Combinatorial Perspective.
IEEE Transactions on Information Theory, 62 (8).
pp. 4654-4673.
Jin, Gaojie
(2023)
Reliable Deep Neural Networks with Randomised Weights.
PhD thesis, University of Liverpool.
Yi, Xinping ORCID: 0000-0001-5163-2364, Sun, Hua, Jafar, Syed and Gesbert, David
(2018)
TDMA is optimal for all-unicast DoF region of TIM if and only if topology is chordal bipartite.
IEEE Transactions on Information Theory, 64 (3).
pp. 2065-2076.
Liang, Ya-Chun, Liao, Chung-Shou and Yi, Xinping ORCID: 0000-0001-5163-2364
(2022)
Topological Interference Management With Adversarial Topology Perturbation: An Algorithmic Perspective.
IEEE TRANSACTIONS ON COMMUNICATIONS, 70 (12).
pp. 8153-8166.
Yi, Xinping ORCID: 0000-0001-5163-2364 and Caire, Giuseppe
(2018)
Topological Interference Management With Decoded Message Passing.
IEEE Transactions on Information Theory, 64 (5).
pp. 3842-3864.
Yi, Xinping ORCID: 0000-0001-5163-2364 and Gesbert, David
(2015)
Topological Interference Management With Transmitter Cooperation.
IEEE Transactions on Information Theory, 61 (11).
pp. 6107-6130.
Liang, Ya-Chun, Liao, Chung-Shou and Yi, Xinping ORCID: 0000-0001-5163-2364
(2021)
Topological Interference Management with Adversarial Perturbation.
In: 2021 IEEE International Symposium on Information Theory (ISIT), 2021-7-12 - 2021-7-20.
Yu, Han, Yi, Xinping ORCID: 0000-0001-5163-2364 and Caire, Giuseppe
(2022)
Topological Pilot Assignment in Large-Scale Distributed MIMO Networks.
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 21 (8).
pp. 6141-6155.
Zhang, Shufei, Qian, Zhuang, Huang, Kaizhu, Wang, Qiufeng, Zhang, Rui and Yi, Xinping ORCID: 0000-0001-5163-2364
(2021)
Towards Better Robust Generalization with Shift Consistency Regularization.
In: International Conference on Machine Learning.
Jin, Gaojie, Yi, Xinping ORCID: 0000-0001-5163-2364, Yang, Pengfei, Zhang, Lijun, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei
(2022)
Weight Expansion: A New Perspective on Dropout and Generalization.
Transactions on Machine Learning Research.
Huang, Xiaowei ORCID: 0000-0001-6267-0366, Kroening, Daniel, Ruan, Wenjie, Sharp, James, Sun, Youcheng, Thamo, Emese, Wu, Min and Yi, Xinping ORCID: 0000-0001-5163-2364
(2020)
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability?
COMPUTER SCIENCE REVIEW, 37.
p. 100270.