Xinping Yi

According to our database, Xinping Yi authored at least 81 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Symbol-Level Precoding for Average SER Minimization in Multiuser MISO Systems.

Yafei Wang, Hongwei Hou, Wenjin Wang, Xinping Yi

IEEE Wirel. Commun. Lett., April, 2024

Learning Disentangled Graph Convolutional Networks Locally and Globally.

Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang

IEEE Trans. Neural Networks Learn. Syst., March, 2024

Rethinking Spectral Graph Neural Networks with Spatially Adaptive Filtering.

Jingwei Guo, Kaizhu Huang, Xinping Yi, Zixian Su, Rui Zhang

CoRR, 2024

2023

A Deep Reinforcement Learning Approach to Two-Timescale Transmission for RIS-Aided Multiuser MISO systems.

Huaqian Zhang, Xiao Li, Ning Gao, Xinping Yi, Shi Jin

IEEE Wirel. Commun. Lett., August, 2023

DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks.

Jiaxu Liu, Xinping Yi, Xiaowei Huang

CoRR, 2023

Symplectic Structure-Aware Hamiltonian (Graph) Embeddings.

Jiaxu Liu, Xinping Yi, Tianle Zhang, Xiaowei Huang

CoRR, 2023

Quantized Phase Alignment by Discrete Phase Shifts for Reconfigurable Intelligent Surface-Assisted Communication Systems.

Jian Sang, Jifeng Lan, Mingyong Zhou, Boning Gao, Wankai Tang, Xiao Li, Xinping Yi, Shi Jin

CoRR, 2023

Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff.

Dengyu Wu, Gaojie Jin, Han Yu, Xinping Yi, Xiaowei Huang

CoRR, 2023

Graph Neural Networks with Diverse Spectral Filtering.

Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang

Proceedings of the ACM Web Conference 2023, 2023

A Robust Approach to Dynamic Pilot Assignment in Distributed Massive MIMO Networks.

Han Yu, Hao Guo, Xinping Yi, Tommy Svensson

Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Reciprocity Calibration for Massive MIMO with Low-Resolution ADCs.

Tao Du, Jie Yang, Xinping Yi, Xiao Li, Shi Jin

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Learning to Code on Graphs for Topological Interference Management.

Zhiwei Shan, Xinping Yi, Han Yu, Chung-Shou Liao, Shi Jin

Proceedings of the IEEE International Symposium on Information Theory, 2023

A Primal-Dual Algorithmic Aspect of Link Scheduling in Dynamic Wireless Networks.

Ya-Chun Liang, Chung-Shou Liao, Xinping Yi

Proceedings of the IEEE International Symposium on Information Theory, 2023

Robust Symbol-Level Precoding for MIMO Downlink Transmission With Channel Aging.

Yafei Wang, Xinping Yi, Hongwei Hou, Wenjin Wang

Proceedings of the IEEE Global Communications Conference, 2023

Randomized Adversarial Training via Taylor Expansion.

Gaojie Jin, Xinping Yi, Dengyu Wu, Ronghui Mu, Xiaowei Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Downlink Precoding for DP-UPA FDD Massive MIMO via Multi-Dimensional Active Channel Sparsification.

Han Yu, Xinping Yi, Giuseppe Caire

IEEE Trans. Wirel. Commun., 2022

Topological Pilot Assignment in Large-Scale Distributed MIMO Networks.

Han Yu, Xinping Yi, Giuseppe Caire

IEEE Trans. Wirel. Commun., 2022

Massive Grant-Free OFDMA With Timing and Frequency Offsets.

Gangle Sun, Yining Li, Xinping Yi, Wenjin Wang, Xiqi Gao, Lei Wang, Fan Wei, Yan Chen

IEEE Trans. Wirel. Commun., 2022

Dual-Polarized FDD Massive MIMO: A Comprehensive Framework.

Mahdi Barzegar Khalilsarai, Tianyu Yang, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire

IEEE Trans. Wirel. Commun., 2022

Asymptotic Spectral Representation of Linear Convolutional Layers.

Xinping Yi

IEEE Trans. Signal Process., 2022

Weight Expansion: A New Perspective on Dropout and Generalization.

Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang

Trans. Mach. Learn. Res., 2022

Topological Interference Management With Adversarial Topology Perturbation: An Algorithmic Perspective.

Ya-Chun Liang, Chung-Shou Liao, Xinping Yi

IEEE Trans. Commun., 2022

ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting.

Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang

CoRR, 2022

Near-Field Wideband Extremely Large-scale MIMO Transmission with Holographic Metasurface Antennas.

Jie Xu, Li You, George C. Alexandropoulos, Xinping Yi, Wenjin Wang, Xiqi Gao

CoRR, 2022

Neuronal Correlation: a Central Concept in Neural Network.

Gaojie Jin, Xinping Yi, Xiaowei Huang

CoRR, 2022

Hybrid Beamforming for Ergodic Rate Maximization of mmWave Massive Grant-Free Systems.

Gangle Sun, Xinping Yi, Wenjin Wang, Wei Xu

Proceedings of the IEEE Global Communications Conference, 2022

Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation.

Ganlin Liu, Xiaowei Huang, Xinping Yi

Proceedings of the Computer Vision - ECCV 2022, 2022

Enhancing Adversarial Training with Second-Order Statistics of Weights.

Gaojie Jin, Xinping Yi, Wei Huang, Sven Schewe, Xiaowei Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Active Channel Sparsification for Uplink Massive MIMO With Uniform Planar Array.

Han Yu, Li You, Wenjin Wang, Xinping Yi

IEEE Trans. Wirel. Commun., 2021

Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems.

Chi Wu, Xinping Yi, Wenjin Wang, Li You, Qing Huang, Xiqi Gao, Qing Liu

IEEE Trans. Wirel. Commun., 2021

Learning to Compute Ergodic Rate for Multi-Cell Scheduling in Massive MIMO.

Junchao Shi, Wenjin Wang, Xinping Yi, Jiaheng Wang, Xiqi Gao, Qing Liu, Geoffrey Ye Li

IEEE Trans. Wirel. Commun., 2021

Deep Learning-Based Robust Precoding for Massive MIMO.

Junchao Shi, Wenjin Wang, Xinping Yi, Xiqi Gao, Geoffrey Ye Li

IEEE Trans. Commun., 2021

Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning.

Chi Wu, Xinping Yi, Yiming Zhu, Wenjin Wang, Li You, Xiqi Gao

IEEE J. Sel. Areas Commun., 2021

Improving Model Robustness with Latent Distribution Locally and Globally.

Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi

CoRR, 2021

LGD-GCN: Local and Global Disentangled Graph Convolutional Networks.

Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang

CoRR, 2021

A Little Energy Goes a Long Way: Energy-Efficient, Accurate Conversion from Convolutional Neural Networks to Spiking Neural Networks.

Dengyu Wu, Xinping Yi, Xiaowei Huang

CoRR, 2021

OFDMA based Massive Grant-free Transmission in the Presence of Timing Offset.

Gangle Sun, Yining Li, Xinping Yi, Wenjin Wang, Xiqi Gao, Lei Wang

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Topological Interference Management with Adversarial Perturbation.

Ya-Chun Liang, Chung-Shou Liao, Xinping Yi

Proceedings of the IEEE International Symposium on Information Theory, 2021

Towards Better Robust Generalization with Shift Consistency Regularization.

Shufei Zhang, Zhuang Qian, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi

Proceedings of the 38th International Conference on Machine Learning, 2021

Deep Learning Based Robust Precoder Design for Massive MIMO Downlink.

Junchao Shi, Wenjin Wang, Xinping Yi, Xiqi Gao, Geoffrey Ye Li

Proceedings of the ICC 2021, 2021

Topological Pilot Assignment in Cell-Free Massive MIMO Networks.

Han Yu, Xinping Yi, Giuseppe Caire

Proceedings of the IEEE Global Communications Conference, 2021

Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications.

Wenjie Ruan, Xinping Yi, Xiaowei Huang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Energy Efficiency Optimization for Downlink Massive MIMO With Statistical CSIT.

Li You, Jiayuan Xiong, Xinping Yi, Jue Wang, Wenjin Wang, Xiqi Gao

IEEE Trans. Wirel. Commun., 2020

Opportunistic Treating Interference as Noise.

Xinping Yi, Hua Sun

IEEE Trans. Inf. Theory, 2020

On the Optimality of Treating Inter-Cell Interference as Noise: Downlink Cellular Networks and Uplink-Downlink Duality.

Hamdi Joudeh, Xinping Yi, Bruno Clerckx, Giuseppe Caire

IEEE Trans. Inf. Theory, 2020

Opportunistic Topological Interference Management.

Xinping Yi, Hua Sun

IEEE Trans. Commun., 2020

A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability.

Xiaowei Huang, Daniel Kroening, Wenjie Ruan, James Sharp, Youcheng Sun, Emese Thamo, Min Wu, Xinping Yi

Comput. Sci. Rev., 2020

Asymptotic Singular Value Distribution of Linear Convolutional Layers.

Xinping Yi

CoRR, 2020

Robust Precoding in Massive MIMO: A Deep Learning Approach.

Junchao Shi, Wenjin Wang, Xinping Yi, Xiqi Gao, Geoffrey Ye Li

CoRR, 2020

Active Channel Sparsification and Precoding for Dual-Polarized FDD Massive MIMO.

Mahdi Barzegar Khalilsarai, Tianyu Yang, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire

Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020

How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks?

Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

3D CNN-Enabled Positioning in 3D Massive MIMO-OFDM Systems.

Chi Wu, Xinping Yi, Wenjin Wang, Qing Huang, Xiqi Gao

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

FDD Massive MIMO via UL/DL Channel Covariance Extrapolation and Active Channel Sparsification.

Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire

IEEE Trans. Wirel. Commun., 2019

Artificial Noise Assisted Secure Massive MIMO Transmission Exploiting Statistical CSI.

Wenjin Wang, Chen Xu, Li You, Xinping Yi, Xiqi Gao

IEEE Commun. Lett., 2019

Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems.

Chi Wu, Xinping Yi, Wenjin Wang, Li You, Qing Huang, Xiqi Gao

CoRR, 2019

On Detecting Pilot Attack in Massive MIMO: An Information-based Clustering Approach.

Han Yu, Haifan Yin, Xinping Yi

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

On Multi-Cell Uplink-Downlink Duality with Treating Inter-Cell Interference as Noise.

Hamdi Joudeh, Xinping Yi, Bruno Clerckx

Proceedings of the IEEE International Symposium on Information Theory, 2019

Energy Efficient Precoding for Massive MIMO Downlink Transmission with Statistical CSI.

Jiayuan Xiong, Li You, Xinping Yi, Jue Wang, Wenjin Wang, Xiqi Gao

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

TDMA is Optimal for All-Unicast DoF Region of TIM if and only if Topology is Chordal Bipartite.

Xinping Yi, Hua Sun, Syed Ali Jafar, David Gesbert

IEEE Trans. Inf. Theory, 2018

Topological Interference Management With Decoded Message Passing.

Xinping Yi, Giuseppe Caire

IEEE Trans. Inf. Theory, 2018

FDD Massive MIMO: Efficient Downlink Probing and Uplink Feedback via Active Channel Sparsification.

Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Topological interference management with decoded message passing: A polyhedral approach.

Xinping Yi, Giuseppe Caire

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Optimality of Treating Interference as Noise: A Combinatorial Perspective.

Xinping Yi, Giuseppe Caire

IEEE Trans. Inf. Theory, 2016

Topological coded caching.

Xinping Yi, Giuseppe Caire

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

Topological Interference Management With Transmitter Cooperation.

Xinping Yi, David Gesbert

IEEE Trans. Inf. Theory, 2015

Fractional Coloring (Orthogonal Access) achieves All-unicast Capacity (DoF) Region of Index Coding (TIM) if and only if Network Topology is Chordal.

Xinping Yi, Hua Sun, Syed Ali Jafar, David Gesbert

CoRR, 2015

On the optimality of treating interference as noise: A combinatorial optimization perspective.

Xinping Yi, Giuseppe Caire

Proceedings of the IEEE International Symposium on Information Theory, 2015

ITLinQ+: An improved spectrum sharing mechanism for device-to-device communications.

Xinping Yi, Giuseppe Caire

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

The Degrees of Freedom Region of Temporally Correlated MIMO Networks With Delayed CSIT.

Xinping Yi, Sheng Yang, David Gesbert, Mari Kobayashi

IEEE Trans. Inf. Theory, 2014

Achievable Degrees of Freedom of MIMO Y Channel With Delayed CSIT.

Qingyun Li, Hongxiang Li, Gang Wu, Xinping Yi, Bing Zhou, Weiyao Lin, Shaoqian Li

IEEE Commun. Lett., 2014

2013

Precoding Methods for the MISO Broadcast Channel with Delayed CSIT.

Xinping Yi, David Gesbert

IEEE Trans. Wirel. Commun., 2013

Degrees of Freedom of Time Correlated MISO Broadcast Channel With Delayed CSIT.

Sheng Yang, Mari Kobayashi, David Gesbert, Xinping Yi

IEEE Trans. Inf. Theory, 2013

Degrees of freedom of time-correlated broadcast channels with delayed CSIT: The MIMO case.

Xinping Yi, David Gesbert, Sheng Yang, Mari Kobayashi

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

On the degrees of freedom of the K-user time correlated broadcast channel with delayed CSIT.

Paul de Kerret, Xinping Yi, David Gesbert

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

The DoF of network MIMO with backhaul delays.

Xinping Yi, Paul de Kerret, David Gesbert

Proceedings of IEEE International Conference on Communications, 2013

2012

The DoF Region of the Multiple-Antenna Time Correlated Interference Channel with Delayed CSIT

Xinping Yi, David Gesbert, Sheng Yang, Mari Kobayashi

CoRR, 2012

Degrees of freedom of MISO broadcast channel with perfect delayed and imperfect current CSIT.

Sheng Yang, Mari Kobayashi, David Gesbert, Xinping Yi

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

On enhancing inter-user spatial separation for downlink multiuser MIMO systems.

Xinping Yi, Edward K. S. Au

Proceedings of IEEE International Conference on Communications, 2012

Precoding on the broadcast MIMO channel with delayed CSIT: The finite SNR case.

Xinping Yi, David Gesbert

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

On the DoF of the multiple-antenna time correlated interference channel with delayed CSIT.

Xinping Yi, David Gesbert, Sheng Yang, Mari Kobayashi

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

User Scheduling for Heterogeneous Multiuser MIMO Systems: A Subspace Viewpoint.

Xinping Yi, Edward K. S. Au

IEEE Trans. Veh. Technol., 2011