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Number of items: 38.


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. .


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. .


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.

This list was generated on Sun Jan 7 08:48:58 2024 GMT.