Xinping Yi

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 97

Top Venues

CoRR

ISIT

IEEE Trans. Wirel. Commun.

IEEE Trans. Inf. Theory

Publications

Jian Sang, Jifeng Lan, Mingyong Zhou, Boning Gao, Wankai Tang, Xiao Li, Xinping Yi, Shi Jin
Quantized Phase Alignment by Discrete Phase Shifts for Reconfigurable Intelligent Surface-Assisted Communication Systems. IEEE Trans. Veh. Technol. 73 (4) (2024)
Jiaxu Liu, Xiangyu Yin, Sihao Wu, Jianhong Wang, Meng Fang, Xinping Yi, Xiaowei Huang
Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming. CoRR (2024)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
Learning Disentangled Graph Convolutional Networks Locally and Globally. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Gaojie Jin, Ronghui Mu, Xinping Yi, Xiaowei Huang, Lijun Zhang
Invariant Correlation of Representation with Label. CoRR (2024)
Yafei Wang, Hongwei Hou, Wenjin Wang, Xinping Yi
Symbol-Level Precoding for Average SER Minimization in Multiuser MISO Systems. IEEE Wirel. Commun. Lett. 13 (4) (2024)
Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Xinping Yi, Bin Gu, Huan Xiong
Perturbation diversity certificates robust generalization. Neural Networks 172 (2024)
Dengyu Wu, Yi Qi, Kaiwen Cai, Gaojie Jin, Xinping Yi, Xiaowei Huang
Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network. CoRR (2024)
Peiwen Jiang, Chao-Kai Wen, Xinping Yi, Xiao Li, Shi Jin, Jun Zhang
Semantic Communications Using Foundation Models: Design Approaches and Open Issues. IEEE Wirel. Commun. 31 (3) (2024)
Yuxing Lin, Shi Jin, Michail Matthaiou, Xinping Yi
Circular RIS-Enabled Channel Estimation and Localization for Multi-User ISAC Systems. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Zixian Su, Rui Zhang
Rethinking Spectral Graph Neural Networks with Spatially Adaptive Filtering. CoRR (2024)
Jiaxu Liu, Xinping Yi, Sihao Wu, Xiangyu Yin, Tianle Zhang, Xiaowei Huang, Shi Jin
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE. CoRR (2024)
Gaojie Jin, Xinping Yi, Dengyu Wu, Ronghui Mu, Xiaowei Huang
Randomized Adversarial Training via Taylor Expansion. CVPR (2023)
Jiaxu Liu, Xinping Yi, Xiaowei Huang
DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks. CoRR (2023)
Zhiwei Shan, Xinping Yi, Han Yu, Chung-Shou Liao, Shi Jin
Learning to Code on Graphs for Topological Interference Management. ISIT (2023)
Jiaxu Liu, Xinping Yi, Tianle Zhang, Xiaowei Huang
Symplectic Structure-Aware Hamiltonian (Graph) Embeddings. CoRR (2023)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
Graph Neural Networks with Diverse Spectral Filtering. CoRR (2023)
Zhiwei Shan, Xinping Yi, Han Yu, Chung-Shou Liao, Shi Jin
Learning to Code on Graphs for Topological Interference Management. CoRR (2023)
Yafei Wang, Xinping Yi, Hongwei Hou, Wenjin Wang
Robust Symbol-Level Precoding for MIMO Downlink Transmission With Channel Aging. GLOBECOM (2023)
Jian Sang, Jifeng Lan, Mingyong Zhou, Boning Gao, Wankai Tang, Xiao Li, Xinping Yi, Shi Jin
Quantized Phase Alignment by Discrete Phase Shifts for Reconfigurable Intelligent Surface-Assisted Communication Systems. CoRR (2023)
Huaqian Zhang, Xiao Li, Ning Gao, Xinping Yi, Shi Jin
A Deep Reinforcement Learning Approach to Two-Timescale Transmission for RIS-Aided Multiuser MISO systems. IEEE Wirel. Commun. Lett. 12 (8) (2023)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
Graph Neural Networks with Diverse Spectral Filtering. WWW (2023)
Tao Du, Jie Yang, Xinping Yi, Xiao Li, Shi Jin
Reciprocity Calibration for Massive MIMO with Low-Resolution ADCs. PIMRC (2023)
Ya-Chun Liang, Chung-Shou Liao, Xinping Yi
A Primal-Dual Algorithmic Aspect of Link Scheduling in Dynamic Wireless Networks. ISIT (2023)
Gaojie Jin, Xinping Yi, Dengyu Wu, Ronghui Mu, Xiaowei Huang
Randomized Adversarial Training via Taylor Expansion. CoRR (2023)
Han Yu, Hao Guo, Xinping Yi, Tommy Svensson
A Robust Approach to Dynamic Pilot Assignment in Distributed Massive MIMO Networks. SPAWC (2023)
Dengyu Wu, Gaojie Jin, Han Yu, Xinping Yi, Xiaowei Huang
Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff. CoRR (2023)
Gaojie Jin, Xinping Yi, Xiaowei Huang
Neuronal Correlation: a Central Concept in Neural Network. CoRR (2022)
Mahdi Barzegar Khalilsarai, Tianyu Yang, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire
Dual-Polarized FDD Massive MIMO: A Comprehensive Framework. IEEE Trans. Wirel. Commun. 21 (2) (2022)
Ya-Chun Liang, Chung-Shou Liao, Xinping Yi
Topological Interference Management With Adversarial Topology Perturbation: An Algorithmic Perspective. IEEE Trans. Commun. 70 (12) (2022)
Ganlin Liu, Xiaowei Huang, Xinping Yi
Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation. ECCV (5) (2022)
Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang
Weight Expansion: A New Perspective on Dropout and Generalization. CoRR (2022)
Gaojie Jin, Xinping Yi, Wei Huang, Sven Schewe, Xiaowei Huang
Enhancing Adversarial Training with Second-Order Statistics of Weights. CVPR (2022)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting. CoRR (2022)
Jie Xu, Li You, George C. Alexandropoulos, Xinping Yi, Wenjin Wang, Xiqi Gao
Near-Field Wideband Extremely Large-scale MIMO Transmission with Holographic Metasurface Antennas. CoRR (2022)
Han Yu, Xinping Yi, Giuseppe Caire
Downlink Precoding for DP-UPA FDD Massive MIMO via Multi-Dimensional Active Channel Sparsification. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang
Weight Expansion: A New Perspective on Dropout and Generalization. Trans. Mach. Learn. Res. 2022 (2022)
Gangle Sun, Yining Li, Xinping Yi, Wenjin Wang, Xiqi Gao, Lei Wang, Fan Wei, Yan Chen
Massive Grant-Free OFDMA With Timing and Frequency Offsets. IEEE Trans. Wirel. Commun. 21 (5) (2022)
Gaojie Jin, Xinping Yi, Wei Huang, Sven Schewe, Xiaowei Huang
Enhancing Adversarial Training with Second-Order Statistics of Weights. CoRR (2022)
Gangle Sun, Xinping Yi, Wenjin Wang, Wei Xu
Hybrid Beamforming for Ergodic Rate Maximization of mmWave Massive Grant-Free Systems. GLOBECOM (2022)
Han Yu, Xinping Yi, Giuseppe Caire
Topological Pilot Assignment in Large-Scale Distributed MIMO Networks. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Xinping Yi
Asymptotic Spectral Representation of Linear Convolutional Layers. IEEE Trans. Signal Process. 70 (2022)
Junchao Shi, Wenjin Wang, Xinping Yi, Xiqi Gao, Geoffrey Ye Li
Deep Learning Based Robust Precoder Design for Massive MIMO Downlink. ICC (2021)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
LGD-GCN: Local and Global Disentangled Graph Convolutional Networks. CoRR (2021)
Han Yu, Xinping Yi, Giuseppe Caire
Topological Pilot Assignment in Cell-Free Massive MIMO Networks. GLOBECOM (2021)
Gangle Sun, Yining Li, Xinping Yi, Wenjin Wang, Xiqi Gao, Lei Wang
OFDMA based Massive Grant-free Transmission in the Presence of Timing Offset. WCSP (2021)
Han Yu, Xinping Yi, Giuseppe Caire
Topological Pilot Assignment in Large-Scale Distributed MIMO Networks. CoRR (2021)
Ya-Chun Liang, Chung-Shou Liao, Xinping Yi
Topological Interference Management with Adversarial Perturbation. CoRR (2021)
Chi Wu, Xinping Yi, Wenjin Wang, Li You, Qing Huang, Xiqi Gao, Qing Liu
Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems. IEEE Trans. Wirel. Commun. 20 (7) (2021)
Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi
Improving Model Robustness with Latent Distribution Locally and Globally. CoRR (2021)
Wenjie Ruan, Xinping Yi, Xiaowei Huang
Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications. CoRR (2021)
Shufei Zhang, Zhuang Qian, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Xinping Yi
Towards Better Robust Generalization with Shift Consistency Regularization. ICML (2021)
Junchao Shi, Wenjin Wang, Xinping Yi, Xiqi Gao, Geoffrey Ye Li
Deep Learning-Based Robust Precoding for Massive MIMO. IEEE Trans. Commun. 69 (11) (2021)
Chi Wu, Xinping Yi, Yiming Zhu, Wenjin Wang, Li You, Xiqi Gao
Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Dengyu Wu, Xinping Yi, Xiaowei Huang
A Little Energy Goes a Long Way: Energy-Efficient, Accurate Conversion from Convolutional Neural Networks to Spiking Neural Networks. CoRR (2021)
Ya-Chun Liang, Chung-Shou Liao, Xinping Yi
Topological Interference Management with Adversarial Perturbation. ISIT (2021)
Wenjie Ruan, Xinping Yi, Xiaowei Huang
Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications. CIKM (2021)
Han Yu, Xinping Yi, Giuseppe Caire
Downlink Precoding for DP-UPA FDD Massive MIMO via Multi-Dimensional Active Channel Sparsification. CoRR (2021)
Junchao Shi, Wenjin Wang, Xinping Yi, Jiaheng Wang, Xiqi Gao, Qing Liu, Geoffrey Ye Li
Learning to Compute Ergodic Rate for Multi-Cell Scheduling in Massive MIMO. IEEE Trans. Wirel. Commun. 20 (2) (2021)
Han Yu, Li You, Wenjin Wang, Xinping Yi
Active Channel Sparsification for Uplink Massive MIMO With Uniform Planar Array. IEEE Trans. Wirel. Commun. 20 (9) (2021)
Mahdi Barzegar Khalilsarai, Tianyu Yang, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire
Dual-Polarized FDD Massive MIMO: A Comprehensive Framework. CoRR (2020)
Li You, Jiayuan Xiong, Xinping Yi, Jue Wang, Wenjin Wang, Xiqi Gao
Energy Efficiency Optimization for Downlink Massive MIMO With Statistical CSIT. IEEE Trans. Wirel. Commun. 19 (4) (2020)
Junchao Shi, Wenjin Wang, Xinping Yi, Xiqi Gao, Geoffrey Ye Li
Robust Precoding in Massive MIMO: A Deep Learning Approach. CoRR (2020)
Xiaowei Huang, Daniel Kroening, Wenjie Ruan, James Sharp, Youcheng Sun, Emese Thamo, Min Wu, Xinping Yi
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability. Comput. Sci. Rev. 37 (2020)
Hamdi Joudeh, Xinping Yi, Bruno Clerckx, Giuseppe Caire
On the Optimality of Treating Inter-Cell Interference as Noise: Downlink Cellular Networks and Uplink-Downlink Duality. IEEE Trans. Inf. Theory 66 (11) (2020)
Xinping Yi
Asymptotic Singular Value Distribution of Linear Convolutional Layers. CoRR (2020)
Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang
How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks. CoRR (2020)
Xinping Yi, Hua Sun
Opportunistic Treating Interference as Noise. IEEE Trans. Inf. Theory 66 (1) (2020)
Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang
How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? NeurIPS (2020)
Xinping Yi, Hua Sun
Opportunistic Topological Interference Management. IEEE Trans. Commun. 68 (1) (2020)
Chi Wu, Xinping Yi, Wenjin Wang, Qing Huang, Xiqi Gao
3D CNN-Enabled Positioning in 3D Massive MIMO-OFDM Systems. ICC (2020)
Mahdi Barzegar Khalilsarai, Tianyu Yang, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire
Active Channel Sparsification and Precoding for Dual-Polarized FDD Massive MIMO. WSA (2020)
Li You, Jiayuan Xiong, Xinping Yi, Jue Wang, Wenjin Wang, Xiqi Gao
Energy Efficiency Optimization for Downlink Massive MIMO With Statistical CSIT. CoRR (2020)
Hamdi Joudeh, Xinping Yi, Bruno Clerckx
On Multi-Cell Uplink-Downlink Duality with Treating Inter-Cell Interference as Noise. CoRR (2019)
Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire
FDD Massive MIMO via UL/DL Channel Covariance Extrapolation and Active Channel Sparsification. IEEE Trans. Wirel. Commun. 18 (1) (2019)
Hamdi Joudeh, Xinping Yi, Bruno Clerckx
On Multi-Cell Uplink-Downlink Duality with Treating Inter-Cell Interference as Noise. ISIT (2019)
Xinping Yi, Hua Sun
Opportunistic Topological Interference Management. ISIT (2019)
Hamdi Joudeh, Xinping Yi, Bruno Clerckx, Giuseppe Caire
On the Optimality of Treating Inter-Cell Interference as Noise: Downlink Cellular Networks and Uplink-Downlink Duality. CoRR (2019)
Han Yu, Haifan Yin, Xinping Yi
On Detecting Pilot Attack in Massive MIMO: An Information-based Clustering Approach. SPAWC (2019)
Wenjin Wang, Chen Xu, Li You, Xinping Yi, Xiqi Gao
Artificial Noise Assisted Secure Massive MIMO Transmission Exploiting Statistical CSI. IEEE Commun. Lett. 23 (12) (2019)
Jiayuan Xiong, Li You, Xinping Yi, Jue Wang, Wenjin Wang, Xiqi Gao
Energy Efficient Precoding for Massive MIMO Downlink Transmission with Statistical CSI. GLOBECOM (2019)
Chi Wu, Xinping Yi, Wenjin Wang, Li You, Qing Huang, Xiqi Gao
Learning to Localize: A 3D CNN Approach to User Positioning in Massive MIMO-OFDM Systems. CoRR (2019)
Xinping Yi, Giuseppe Caire
Topological Interference Management With Decoded Message Passing. IEEE Trans. Inf. Theory 64 (5) (2018)
Xinping Yi, Hua Sun
Opportunistic Treating Interference as Noise. CoRR (2018)
Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire
FDD Massive MIMO: Efficient Downlink Probing and Uplink Feedback via Active Channel Sparsification. ICC (2018)
Xinping Yi, Hua Sun, Syed Ali Jafar, David Gesbert
TDMA is Optimal for All-Unicast DoF Region of TIM if and only if Topology is Chordal Bipartite. IEEE Trans. Inf. Theory 64 (3) (2018)
Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire
FDD Massive MIMO via UL/DL Channel Covariance Extrapolation and Active Channel Sparsification. CoRR (2018)
Xinping Yi, Giuseppe Caire
Topological Interference Management with Decoded Message Passing. CoRR (2017)
Xinping Yi, Giuseppe Caire
Topological interference management with decoded message passing: A polyhedral approach. ISIT (2017)
Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire
FDD Massive MIMO: Efficient Downlink Probing and Uplink Feedback via Active Channel Sparsification. CoRR (2017)
Xinping Yi, Giuseppe Caire
Optimality of Treating Interference as Noise: A Combinatorial Perspective. IEEE Trans. Inf. Theory 62 (8) (2016)
Xinping Yi, Giuseppe Caire
Topological coded caching. ISIT (2016)
Xinping Yi, Giuseppe Caire
Topological interference management with decoded message passing. ISIT (2016)
Xinping Yi, Giuseppe Caire
On the Optimality of Treating Interference as Noise: A Combinatorial Optimization Perspective. CoRR (2015)
Xinping Yi, Giuseppe Caire
On the optimality of treating interference as noise: A combinatorial optimization perspective. ISIT (2015)
Xinping Yi, Hua Sun, Syed Ali Jafar, David Gesbert
Fractional Coloring (Orthogonal Access) achieves All-unicast Capacity (DoF) Region of Index Coding (TIM) if and only if Network Topology is Chordal. CoRR (2015)
Xinping Yi, David Gesbert
Topological Interference Management With Transmitter Cooperation. IEEE Trans. Inf. Theory 61 (11) (2015)
Xinping Yi, Giuseppe Caire
ITLinQ+: An improved spectrum sharing mechanism for device-to-device communications. ACSSC (2015)
Xinping Yi, David Gesbert
Topological interference management with transmitter cooperation. ISIT (2014)
Xinping Yi, David Gesbert
Topological Interference Management with Transmitter Cooperation. CoRR (2014)
Qingyun Li, Hongxiang Li, Gang Wu, Xinping Yi, Bing Zhou, Weiyao Lin, Shaoqian Li
Achievable Degrees of Freedom of MIMO Y Channel With Delayed CSIT. IEEE Commun. Lett. 18 (9) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xinping Yi