易新平

2026

PAC-Bayesian Adversarially Robust Generalization for Message Passing Graph Neural Networks: A Sensitivity Analysis

arXiv.org

DOI

2026

Topology-Aware PAC-Bayesian Generalization Analysis for Graph Neural Networks

arXiv.org

DOI

2026

Tensor-Structured Bayesian Channel Prediction for XL-MIMO Systems

HAL (Le Centre pour la Communication Scientifique Directe)

2026

Learning to Unfold Fractional Programming for Multi-Cell MU-MIMO Beamforming with Graph Neural Networks

IEEE International Conference on Communications workshops

DOI

2026

Movable Antenna-Enabled Phase Shifting: Performance Analysis and Position Optimization

IEEE Transactions on Communications

DOI

2026

PCGFormer: Power Control for Device-to-Device Communications With Graph Transformer

IEEE Wireless Communications Letters

DOI

2026

Enabling Near-Field Wideband Beam Focusing in ELAA Systems With Uniform Planar Arrays

IEEE Transactions on Green Communications and Networking

DOI

2026

CKM-Assisted Reinforcement Learning for Continuous-Action UAV Trajectory Optimization in Integrated Satellite-Terrestrial Networks

IEEE Transactions on Vehicular Technology

DOI

2026

A Low-Complexity Architecture for Multi-access Coded Caching Systems with Arbitrary User-cache Access Topology

IEEE International Symposium on Information Theory (ISIT)

DOI

2026

A Learning-to-Unfold Approach to Fractional Programming for Massive MIMO Beamforming

IEEE International Symposium on Information Theory (ISIT)

DOI

2026

A Unified Framework for PAC-Bayesian Norm-based Generalization Bounds

IEEE International Symposium on Information Theory (ISIT)

DOI

2026

GDiffLinQ: A Graph Diffusion Approach to Device-to-Device Spectrum Sharing

International Conference on Communications

DOI

2026

EPGAT: Graph Attention Aided Expectation Propagation for MU-MIMO Detection

International Conference on Communications

DOI

2026

Active Channel Sparsification for FDD Massive MIMO: A Graph Reinforcement Learning Approach

International Conference on Communications

DOI

2025

AI赋能数智通信网络综述

《无线电通信技术》

2025

S<inline-formula><tex-math notation="LaTeX">$^{2}$</tex-math><alternatives><mml:math><mml:msup><mml:mrow/><mml:mn>2</mml:mn></mml:msup></mml:math><inline-graphic xlink:href="jin-ieq1-3577384.gif"/></alternatives></inline-formula>O: Enhancing Adversarial Training With Second-Order Statistics of Weigh

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Toward Linearly Regularizing the Geometric Bottleneck of Linear Generalized Attention

Trans. Mach. Learn. Res.

2025

Reconcile Certified Robustness and Accuracy for DNN-based Smoothed Majority Vote Classifier

arXiv.org

DOI

2025

Blind and Topological Interference Managements for Bistatic Integrated Sensing and Communication

IEEE Journal on Selected Areas in Communications

DOI

2025

WiSwin: A Lightweight WiFi Gesture Recognition Framework with Swin Transformer

IEEE/CIC International Conference on Communications in China (ICCC)

DOI

2025

On the Application of Blind Interference Alignment for Bistatic Integrated Sensing and Communication Integration Systems

International Conference on Communications

DOI

2024

Rethinking Spectral Graph Neural Networks With Spatially Adaptive Filtering

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Inter-feature Relationship Certifies Robust Generalization of Adversarial Training

International Journal of Computer Vision

DOI

2024

Perturbation diversity certificates robust generalization

Neural Networks

DOI

2024

Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization

IEEE Transactions on Information Forensics and Security

DOI

2024

Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming

arXiv.org

DOI

2024

Invariant Correlation of Representation With Label

IEEE Transactions on Information Forensics and Security

DOI

2024

Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE

ECML/PKDD

DOI

2024

Robust RL with LLM-Driven Data Synthesis and Policy Adaptation for Autonomous Driving

arXiv.org

DOI

2024

Optimizing Delay in Wireless Networks with Graph Reinforcement Learning

International Conference on Future Communications and Networks (FCN)

DOI

2024

GRLinQ: A Distributed Link Scheduling Mechanism with Graph Reinforcement Learning

IEEE International Symposium on Information Theory (ISIT)

DOI

2023

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

IEEE Wireless Communications Letters

DOI

2023

Learning to Code on Graphs for Topological Interference Management

International Symposium on Information Theory

DOI

2023

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

IEEE Transactions on Vehicular Technology

DOI

2023

Semantic Communications Using Foundation Models: Design Approaches and Open Issues

IEEE wireless communications

DOI

2023

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

International Symposium on Information Theory

DOI

2023

Graph Neural Networks with Diverse Spectral Filtering

The Web Conference

DOI

2023

Randomized Adversarial Training via Taylor Expansion

Computer Vision and Pattern Recognition

DOI

2023

DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks

IEEE Transactions on Artificial Intelligence

DOI

2023

Symplectic Structure-Aware Hamiltonian (Graph) Embeddings

arXiv.org

DOI

2022

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

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

Near-Field Wideband Extremely Large-Scale MIMO Transmissions With Holographic Metasurface-Based Antenna Arrays

IEEE Transactions on Wireless Communications

DOI

2022

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

Global Communications Conference

DOI

2022

Enhancing Adversarial Training with Second-Order Statistics of Weights

Computer Vision and Pattern Recognition

DOI

2022

Asymptotic Spectral Representation of Linear Convolutional Layers

IEEE Transactions on Signal Processing

DOI

2022

Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation

European Conference on Computer Vision

DOI

2022

Weight Expansion: A New Perspective on Dropout and Generalization

Trans. Mach. Learn. Res.

2022

Learning Disentangled Graph Convolutional Networks Locally and Globally

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Massive Grant-Free OFDMA With Timing and Frequency Offsets

IEEE Transactions on Wireless Communications

DOI

2021

Deep Learning-Based Robust Precoding for Massive MIMO

IEEE Transactions on Communications

DOI

2021

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

International Conference on Information and Knowledge Management

DOI

2021

Deep Learning Based Robust Precoder Design for Massive MIMO Downlink

ICC 2021 - IEEE International Conference on Communications

DOI

2021

Topological Interference Management With Adversarial Topology Perturbation: An Algorithmic Perspective

IEEE Transactions on Communications

DOI

2021

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

IEEE Journal on Selected Areas in Communications

DOI

2021

LGD-GCN: Local and Global Disentangled Graph Convolutional Networks

arXiv.org

2021

Active Channel Sparsification for Uplink Massive MIMO With Uniform Planar Array

IEEE Transactions on Wireless Communications

DOI

2021

Topological Pilot Assignment in Large-Scale Distributed MIMO Networks

IEEE Transactions on Wireless Communications

DOI

2021

Topological Pilot Assignment in Cell-Free Massive MIMO Networks

Global Communications Conference

DOI

2021

Towards Better Robust Generalization with Shift Consistency Regularization

International Conference on Machine Learning

2021

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

IEEE Transactions on Wireless Communications

DOI

2021

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

International Conference on Wireless Communications and Signal Processing

DOI

2021

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

IEEE Transactions on Wireless Communications

DOI

2021

Improving Model Robustness with Latent Distribution Locally and Globally

arXiv.org

2020

Asymptotic Singular Value Distribution of Linear Convolutional Layers

arXiv.org

2020

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

ICC 2020 - 2020 IEEE International Conference on Communications (ICC)

DOI

2020

Opportunistic Topological Interference Management

IEEE Transactions on Communications

DOI

2020

Dual-Polarized FDD Massive MIMO: A Comprehensive Framework

IEEE Transactions on Wireless Communications

DOI

2020

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

International ITG Workshop on Smart Antennas

2020

Energy Efficiency Optimization for Downlink Massive MIMO With Statistical CSIT

IEEE Transactions on Wireless Communications

DOI

2020

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

Neural Information Processing Systems

2019

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

International Workshop on Signal Processing Advances in Wireless Communications

DOI

2019

Energy Efficient Precoding for Massive MIMO Downlink Transmission with Statistical CSI

Global Communications Conference

DOI

2019

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

International Symposium on Information Theory

DOI

2019

Opportunistic Topological Interference Management

International Symposium on Information Theory

DOI

2019

Artificial Noise Assisted Secure Massive MIMO Transmission Exploiting Statistical CSI

IEEE Communications Letters

DOI

2019

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

IEEE Transactions on Information Theory

DOI

2019

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

IEEE Transactions on Wireless Communications

DOI

2018

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

Computer Science Review

DOI

2018

Opportunistic Treating Interference as Noise

IEEE Transactions on Information Theory

DOI

2018

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

IEEE Transactions on Wireless Communications

DOI

2017

The Optimality of Partial Clique Covering for Index Coding

arXiv.org

2017

Topological interference management with decoded message passing: A polyhedral approach

International Symposium on Information Theory

DOI

2017

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

2018 IEEE International Conference on Communications (ICC)

DOI

2016

Topological interference management with decoded message passing

International Symposium on Information Theory

DOI

2016

Topological coded caching

International Symposium on Information Theory

DOI

2015

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

arXiv.org

2015

Optimality of Treating Interference as Noise: A Combinatorial Perspective

IEEE Transactions on Information Theory

DOI

2015

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

Asilomar Conference on Signals, Systems and Computers

DOI

2015

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

International Symposium on Information Theory

DOI

2015

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

IEEE Transactions on Information Theory

DOI

2014

Interference management in wireless networks with channel uncertainty

2014

Topological Interference Management With Transmitter Cooperation

IEEE Transactions on Information Theory

DOI

2014

Achievable Degrees of Freedom of MIMO Y Channel With Delayed CSIT

IEEE Communications Letters

DOI

2013

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

2013 IEEE International Symposium on Information Theory

DOI

2013

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

2013 IEEE International Symposium on Information Theory

DOI

2012

The DoF of network MIMO with backhaul delays

2013 IEEE International Conference on Communications (ICC)

DOI

2012

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

IEEE Transactions on Information Theory

DOI

2012

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

Asilomar Conference on Signals, Systems and Computers

DOI

2012

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

2012 IEEE International Conference on Communications (ICC)

DOI

2012

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

IEEE Transactions on Information Theory

DOI

2012

Precoding Methods for MISO Broadcast Channel with Delayed CSIT

arXiv.org

2012

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

2012 IEEE Information Theory Workshop

DOI

2012

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

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2011

User Scheduling for Heterogeneous Multiuser MIMO Systems: A Subspace Viewpoint

IEEE Transactions on Vehicular Technology

DOI

2009

分布式发射天线MIMO信号的最优线性检测

《电子学报》

2009

异步发射MIMO-OFDM信号设计与检测

《电子科技大学》

2008

新一代移动通信系统——IMT-Advanced的特征

《电子科技大学学报》

2026

Rethinking Fractional Programming for Joint Uplink Scheduling and Power Control in Multicell Wireless Networks

arXiv (Cornell University)

DOI