Xinping Yi

Orcid: 0000-0001-5163-2364

According to our database1, Xinping Yi authored at least 97 papers between 2011 and 2024.

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Bibliography

2024
ES-GNN: Generalizing Graph Neural Networks Beyond Homophily With Edge Splitting.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Soft Demodulator for Symbol-Level Precoding in Coded Multiuser MISO Systems.
IEEE Trans. Wirel. Commun., October, 2024

Near-Field Wideband Extremely Large-Scale MIMO Transmissions With Holographic Metasurface-Based Antenna Arrays.
IEEE Trans. Wirel. Commun., September, 2024

Robust Symbol-Level Precoding for Massive MIMO Communication Under Channel Aging.
IEEE Trans. Wirel. Commun., September, 2024

Joint Beam Alignment and Doppler Estimation for Fast Time-Varying Wideband mmWave Channels.
IEEE Trans. Wirel. Commun., September, 2024

Circular RIS-Enabled Channel Estimation and Localization for Multi-User ISAC Systems.
IEEE Trans. Wirel. Commun., August, 2024

Semantic Communications Using Foundation Models: Design Approaches and Open Issues.
IEEE Wirel. Commun., June, 2024

Beam-Delay Domain Channel Estimation for mmWave XL-MIMO Systems.
IEEE J. Sel. Top. Signal Process., May, 2024

Symbol-Level Precoding for Average SER Minimization in Multiuser MISO Systems.
IEEE Wirel. Commun. Lett., April, 2024

Quantized Phase Alignment by Discrete Phase Shifts for Reconfigurable Intelligent Surface-Assisted Communication Systems.
IEEE Trans. Veh. Technol., April, 2024

Learning Disentangled Graph Convolutional Networks Locally and Globally.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Perturbation diversity certificates robust generalization.
Neural Networks, 2024

Joint User Scheduling and Precoding for RIS-Aided MU-MISO Systems: A MADRL Approach.
CoRR, 2024

Robust RL with LLM-Driven Data Synthesis and Policy Adaptation for Autonomous Driving.
CoRR, 2024

GRLinQ: An Intelligent Spectrum Sharing Mechanism for Device-to-Device Communications with Graph Reinforcement Learning.
CoRR, 2024

Invariant Correlation of Representation with Label.
CoRR, 2024

Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming.
CoRR, 2024

Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network.
CoRR, 2024

Rethinking Spectral Graph Neural Networks with Spatially Adaptive Filtering.
CoRR, 2024

Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

GRLinQ: A Distributed Link Scheduling Mechanism with Graph Reinforcement Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2024

2023
A Deep Reinforcement Learning Approach to Two-Timescale Transmission for RIS-Aided Multiuser MISO systems.
IEEE Wirel. Commun. Lett., August, 2023

DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks.
CoRR, 2023

Symplectic Structure-Aware Hamiltonian (Graph) Embeddings.
CoRR, 2023

Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff.
CoRR, 2023

Graph Neural Networks with Diverse Spectral Filtering.
Proceedings of the ACM Web Conference 2023, 2023

A Robust Approach to Dynamic Pilot Assignment in Distributed Massive MIMO Networks.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Reciprocity Calibration for Massive MIMO with Low-Resolution ADCs.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Learning to Code on Graphs for Topological Interference Management.
Proceedings of the IEEE International Symposium on Information Theory, 2023

A Primal-Dual Algorithmic Aspect of Link Scheduling in Dynamic Wireless Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Robust Symbol-Level Precoding for MIMO Downlink Transmission With Channel Aging.
Proceedings of the IEEE Global Communications Conference, 2023

Randomized Adversarial Training via Taylor Expansion.
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.
IEEE Trans. Wirel. Commun., 2022

Topological Pilot Assignment in Large-Scale Distributed MIMO Networks.
IEEE Trans. Wirel. Commun., 2022

Massive Grant-Free OFDMA With Timing and Frequency Offsets.
IEEE Trans. Wirel. Commun., 2022

Dual-Polarized FDD Massive MIMO: A Comprehensive Framework.
IEEE Trans. Wirel. Commun., 2022

Asymptotic Spectral Representation of Linear Convolutional Layers.
IEEE Trans. Signal Process., 2022

Weight Expansion: A New Perspective on Dropout and Generalization.
Trans. Mach. Learn. Res., 2022

Topological Interference Management With Adversarial Topology Perturbation: An Algorithmic Perspective.
IEEE Trans. Commun., 2022

Near-Field Wideband Extremely Large-scale MIMO Transmission with Holographic Metasurface Antennas.
CoRR, 2022

Neuronal Correlation: a Central Concept in Neural Network.
CoRR, 2022

Hybrid Beamforming for Ergodic Rate Maximization of mmWave Massive Grant-Free Systems.
Proceedings of the IEEE Global Communications Conference, 2022

Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Enhancing Adversarial Training with Second-Order Statistics of Weights.
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.
IEEE Trans. Wirel. Commun., 2021

Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems.
IEEE Trans. Wirel. Commun., 2021

Learning to Compute Ergodic Rate for Multi-Cell Scheduling in Massive MIMO.
IEEE Trans. Wirel. Commun., 2021

Deep Learning-Based Robust Precoding for Massive MIMO.
IEEE Trans. Commun., 2021

Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning.
IEEE J. Sel. Areas Commun., 2021

Improving Model Robustness with Latent Distribution Locally and Globally.
CoRR, 2021

LGD-GCN: Local and Global Disentangled Graph Convolutional Networks.
CoRR, 2021

A Little Energy Goes a Long Way: Energy-Efficient, Accurate Conversion from Convolutional Neural Networks to Spiking Neural Networks.
CoRR, 2021

OFDMA based Massive Grant-free Transmission in the Presence of Timing Offset.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Topological Interference Management with Adversarial Perturbation.
Proceedings of the IEEE International Symposium on Information Theory, 2021

Towards Better Robust Generalization with Shift Consistency Regularization.
Proceedings of the 38th International Conference on Machine Learning, 2021

Deep Learning Based Robust Precoder Design for Massive MIMO Downlink.
Proceedings of the ICC 2021, 2021

Topological Pilot Assignment in Cell-Free Massive MIMO Networks.
Proceedings of the IEEE Global Communications Conference, 2021

Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications.
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.
IEEE Trans. Wirel. Commun., 2020

Opportunistic Treating Interference as Noise.
IEEE Trans. Inf. Theory, 2020

On the Optimality of Treating Inter-Cell Interference as Noise: Downlink Cellular Networks and Uplink-Downlink Duality.
IEEE Trans. Inf. Theory, 2020

Opportunistic Topological Interference Management.
IEEE Trans. Commun., 2020

A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability.
Comput. Sci. Rev., 2020

Asymptotic Singular Value Distribution of Linear Convolutional Layers.
CoRR, 2020

Robust Precoding in Massive MIMO: A Deep Learning Approach.
CoRR, 2020

Active Channel Sparsification and Precoding for Dual-Polarized FDD Massive MIMO.
Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020

How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks?
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.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019
FDD Massive MIMO via UL/DL Channel Covariance Extrapolation and Active Channel Sparsification.
IEEE Trans. Wirel. Commun., 2019

Artificial Noise Assisted Secure Massive MIMO Transmission Exploiting Statistical CSI.
IEEE Commun. Lett., 2019

Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems.
CoRR, 2019

On Detecting Pilot Attack in Massive MIMO: An Information-based Clustering Approach.
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.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Energy Efficient Precoding for Massive MIMO Downlink Transmission with Statistical CSI.
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.
IEEE Trans. Inf. Theory, 2018

Topological Interference Management With Decoded Message Passing.
IEEE Trans. Inf. Theory, 2018

FDD Massive MIMO: Efficient Downlink Probing and Uplink Feedback via Active Channel Sparsification.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Topological interference management with decoded message passing: A polyhedral approach.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016
Optimality of Treating Interference as Noise: A Combinatorial Perspective.
IEEE Trans. Inf. Theory, 2016

Topological coded caching.
Proceedings of the IEEE International Symposium on Information Theory, 2016

2015
Topological Interference Management With Transmitter Cooperation.
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.
CoRR, 2015

On the optimality of treating interference as noise: A combinatorial optimization perspective.
Proceedings of the IEEE International Symposium on Information Theory, 2015

ITLinQ+: An improved spectrum sharing mechanism for device-to-device communications.
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.
IEEE Trans. Inf. Theory, 2014

Achievable Degrees of Freedom of MIMO Y Channel With Delayed CSIT.
IEEE Commun. Lett., 2014

2013
Precoding Methods for the MISO Broadcast Channel with Delayed CSIT.
IEEE Trans. Wirel. Commun., 2013

Degrees of Freedom of Time Correlated MISO Broadcast Channel With Delayed CSIT.
IEEE Trans. Inf. Theory, 2013

Degrees of freedom of time-correlated broadcast channels with delayed CSIT: The MIMO case.
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.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

The DoF of network MIMO with backhaul delays.
Proceedings of IEEE International Conference on Communications, 2013

2012
The DoF Region of the Multiple-Antenna Time Correlated Interference Channel with Delayed CSIT
CoRR, 2012

Degrees of freedom of MISO broadcast channel with perfect delayed and imperfect current CSIT.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012

On enhancing inter-user spatial separation for downlink multiuser MIMO systems.
Proceedings of IEEE International Conference on Communications, 2012

Precoding on the broadcast MIMO channel with delayed CSIT: The finite SNR case.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

On the DoF of the multiple-antenna time correlated interference channel with delayed CSIT.
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.
IEEE Trans. Veh. Technol., 2011


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