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Xinyu Gu
ORCID
Publication Activity (10 Years)
Years Active: 2004-2023
Publications (10 Years): 56
Top Topics
Resource Allocation
Power Control
Mobile Networks
Weighting Factor
Top Venues
PIMRC
ChinaCom
IC-NIDC
IEEE Commun. Lett.
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Publications
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Zhilin Du
,
Haozhen Li
,
Lei Li
,
Boyuan Zhang
,
Zhenyu Liu
,
Xinyu Gu
Training CSI Feedback Model with Federated Learning in Massive Mimo Systems.
IC-NIDC
(2023)
Jiahui Chen
,
Haozhen Li
,
Lei Li
,
Boyuan Zhang
,
Xinyu Gu
Robust WI-FI Enabled Human Activity Recognition Via Unsupervised Adversarial Domain Adaptation.
IC-NIDC
(2023)
Xinyu Gu
,
Yuanyuan Qi
,
Mohammed El-Kebir
Balancing Minimum Free Energy and Codon Adaptation Index for Pareto Optimal RNA Design.
WABI
(2023)
Xinyu Gu
,
Siyu Wu
,
Boqi Li
,
Hong Wang
,
Xiaohong Jiao
,
Zheng Wang
,
Wei Lu
,
Wenhao Yu
,
Liyang Chen
,
Jia Hu
,
Shulian Zhao
Copula-Based Interactive Behavior Modeling for Naturalistic Test Scenarios Generation.
ITSC
(2023)
Boyuan Zhang
,
Haozhen Li
,
Xin Liang
,
Xinyu Gu
,
Lin Zhang
Model Transmission-Based Online Updating Approach for Massive MIMO CSI Feedback.
IEEE Commun. Lett.
27 (6) (2023)
Dongliang Li
,
Haozhen Li
,
Hui Zhang
,
Boyuan Zhang
,
Xinyu Gu
Lotnet: A Low Overhead Approach for Cellular Traffic Prediction of Large-Scale Urban Area.
IC-NIDC
(2023)
Zhilin Du
,
Haozhen Li
,
Zhenyu Liu
,
Shilong Fan
,
Xinyu Gu
,
Lin Zhang
Dig-CSI: A Distributed and Generative Model Assisted CSI Feedback Training Framework.
CoRR
(2023)
Xueyun Bai
,
Xinyu Gu
NOMA Assisted Semi-Grant-Free Scheme for Scheduling Multiple Grant-Free Users.
IEEE Syst. J.
17 (2) (2023)
Boyuan Zhang
,
Haozhen Li
,
Xin Liang
,
Xinyu Gu
,
Lin Zhang
Multi-Task Training Approach for CSI Feedback in Massive MIMO Systems.
IEEE Commun. Lett.
27 (1) (2023)
Xueyun Bai
,
Xinyu Gu
Determinantal Point Process-Based Learning for GF User Selection in Semi-Grant-Free NOMA Systems.
IEEE Commun. Lett.
27 (8) (2023)
Ruikun Wang
,
Xinyu Gu
,
Dongliang Li
Research on Crowd Movement Trajectory Prediction Method Based on Deep Learning.
ChinaCom
(2022)
Xinyu Gu
,
Nicholas P. Schafer
,
Carlos Bueno
,
Wei Lu
,
Peter G. Wolynes
A structural dynamics model for how CPEB3 binding to SUMO2 can regulate translational control in dendritic spines.
PLoS Comput. Biol.
18 (11) (2022)
Zhenyu Fan
,
Xinyu Gu
MAML-Based D2D Power Control Scheme in User-Variable Scenario.
ChinaCom
(2022)
Kong Shi
,
Xinyu Gu
Safety Modeling and Performance Analysis of Urban Scenarios Based on Poisson Line Process.
ChinaCom
(2022)
Xin Liang
,
Haoran Chang
,
Haozhen Li
,
Xinyu Gu
,
Lin Zhang
Changeable Rate and Novel Quantization for CSI Feedback Based on Deep Learning.
CoRR
(2022)
Jinghan Shen
,
Xin Liang
,
Xinyu Gu
,
Lin Zhang
Clustering Algorithm-Based Quantization Method for Massive MIMO CSI Feedback.
IEEE Wirel. Commun. Lett.
11 (10) (2022)
Xin Liang
,
Haoran Chang
,
Haozhen Li
,
Xinyu Gu
,
Lin Zhang
Changeable Rate and Novel Quantization for CSI Feedback Based on Deep Learning.
IEEE Trans. Wirel. Commun.
21 (12) (2022)
Xin Liang
,
Jinghan Shen
,
Haoran Chang
,
Xinyu Gu
,
Lin Zhang
Deep Learning-Based Cooperative CSI Feedback via Multiple Receiving Antennas in Massive MIMO.
ICC
(2022)
Haozhen Li
,
Boyuan Zhang
,
Haoran Chang
,
Xin Liang
,
Xinyu Gu
CVLNet: A Complex-Valued Lightweight Network for CSI Feedback.
IEEE Wirel. Commun. Lett.
11 (5) (2022)
Shilong Fan
,
Boyuan Zhang
,
Xinyu Gu
Traffic-Tran: A Parallel Multi-encoder Structure for Cellular Traffic Prediction.
ChinaCom
(2022)
Boyuan Zhang
,
Haozhen Li
,
Xin Liang
,
Xinyu Gu
,
Lin Zhang
Multi-task Deep Neural Networks for Massive MIMO CSI Feedback.
CoRR
(2022)
Xinyu Gu
,
Qian Zhang
,
Zheng Lu
Weakly Supervised Object Detection with Symmetry Context.
Symmetry
14 (9) (2022)
Wei Lu
,
Carlos Bueno
,
Nicholas P. Schafer
,
Joshua Moller
,
Shikai Jin
,
Xun Chen
,
Mingchen Chen
,
Xinyu Gu
,
Aram Davtyan
,
Juan J. de Pablo
,
Peter G. Wolynes
OpenAWSEM with Open3SPN2: A fast, flexible, and accessible framework for large-scale coarse-grained biomolecular simulations.
PLoS Comput. Biol.
17 (2) (2021)
Kong Shi
,
Xinyu Gu
Performance of V2V Communication Distributed Resource Allocation Scheme in Dense Urban Scenario.
WCNC
(2021)
Xinyu Gu
,
Chao Gao
,
Zheng Lu
,
Tianxiang Cui
You Get What You Focus on: A Weighting Factor for IoU-based Regression Loss.
IJCNN
(2021)
Zhenyu Fan
,
Xinyu Gu
Convolutional Neural Network Based Transmit Power Control for D2D Communication in Unlicensed Spectrum.
IC-NIDC
(2021)
Xinyu Gu
,
Jiahan Zhang
,
Kong Shi
,
Qian Wang
Dynamic Resource Allocation for 3-D Sidelink Communication in Unlicensed Spectrum.
IEEE Commun. Lett.
25 (1) (2021)
Haoran Chang
,
Xin Liang
,
Haozhen Li
,
Jinghan Shen
,
Xinyu Gu
,
Lin Zhang
Deep Learning-Based Bitstream Error Correction for CSI Feedback.
IEEE Wirel. Commun. Lett.
10 (12) (2021)
Jiacui Miao
,
Xinyu Gu
,
Bingxue Leng
Energy Efficiency Analysis for Future Network with Inter-Base Station Cooperation Based Sleep Strategy.
PIMRC
(2020)
Ye Wang
,
Xinyu Gu
,
Hao Wang
,
Zeyang Zhang
,
Yi Gong
,
Lin Zhang
Resource Allocation Mechanism with the Base Station Assistance in New Radio-Vehicle.
ICNC
(2020)
Shan Lin
,
Xinyu Gu
,
Randall A. Bly
,
Kris S. Moe
,
Blake Hannaford
Video-based automatic and objective endoscopic sinus surgery skill assessment.
Medical Imaging: Image-Guided Procedures
(2020)
Xinyu Gu
,
Yiyi Xu
,
Jiahan Zhang
Joint Resource Allocation and Power Control Based on Vehicle's Motion Characteristics in NOMA-Based V2V Systems.
Mob. Inf. Syst.
2020 (2020)
Xinyu Gu
,
Bingxue Leng
,
Lei Zhang
,
Jiacui Miao
,
Lin Zhang
A Stochastic Geometry Approach to Model and Analyze Future Vehicular Communication Networks.
IEEE Access
8 (2020)
Jiacui Miao
,
Xinyu Gu
,
Lei Zhang
,
Bingxue Leng
Energy Efficiency Analysis for Future 3D Mobile Networks with Strategic Sleep Mode.
WPMC
(2019)
Lingxiao Yang
,
Xuewen Dong
,
Siyu Xing
,
Jiawei Zheng
,
Xinyu Gu
,
Xiongfei Song
An Abnormal Transaction Detection Mechanim on Bitcoin.
NaNA
(2019)
Bingxue Leng
,
Xinyu Gu
,
Lei Zhang
,
Lin Zhang
Modeling and Analysis of Inter-platoon Communication with Stochastic Geometry.
WPMC
(2019)
Jiacui Miao
,
Xinyu Gu
,
Bingxue Leng
,
Lei Zhang
Modelling and Analysis of 3-D Cellular Networks Using A Matern Cluster Process.
PIMRC
(2019)
Bingxue Leng
,
Xinyu Gu
,
Lei Zhang
,
Lin Zhang
Energy Efficiency Optimization in 3D Dense Urban Scenarios with Coordinate Multi-point Transmission and Sleep Strategy.
PIMRC
(2018)
Jiabin Qu
,
Xinyu Gu
,
Lin Zhang
Improved UGRNN for short-term traffic flow prediction with multi-feature sequence inputs.
ICOIN
(2018)
Xinyu Gu
,
Yi Ding
A dynamic geo-based resource selection algorithm for LTE-V2V communications.
EURASIP J. Wirel. Commun. Netw.
2018 (2018)
Xinyu Gu
,
Lei Zhang
,
Bingxue Leng
,
Yumei Wang
,
Lin Zhang
Performance Analysis for Interconnected Virtual Reality With Two-Stage Cooperative Transmission Scheme in 3D UDNs.
IEEE Access
6 (2018)
Jie Xu
,
Xinyu Gu
,
Zhiqiang Fan
D2D Power Control Based on Hierarchical Extreme Learning Machine.
PIMRC
(2018)
Lei Zhang
,
Xinyu Gu
,
Zhenyu Liu
,
Lin Zhang
,
Hichan Moon
Modeling and analysis of indoor coverage probability for future 3D dense mobile networks.
WPMC
(2017)
Xinyu Gu
,
Ming Zhao
,
Luming Ren
,
Di Wu
,
Shiwen Nie
A Two-Stages Relay Selection and Resource Allocation with Throughput Balance Scheme in Relay-Assisted D2D System.
Mob. Networks Appl.
22 (6) (2017)
Lei Zhang
,
Xinyu Gu
,
Zhenyu Liu
,
Lin Zhang
Energy efficiency analysis for future 3D ultra dense mobile networks with sleep mode.
PIMRC
(2017)
Konglin Zhu
,
Zexuan Liu
,
Lin Zhang
,
Xinyu Gu
A Mobile Application Recommendation Framework by Exploiting Personal Preference with Constraints.
Mob. Inf. Syst.
2017 (2017)
Shiwen Nie
,
Zhiqiang Fan
,
Ming Zhao
,
Xinyu Gu
,
Lin Zhang
Q-learning based power control algorithm for D2D communication.
PIMRC
(2016)
Weichen Liao
,
Jun Gu
,
Xinyu Gu
,
Di Wu
,
Cong Guo
Future network deployment strategy based on user behavior analysis and stochastic geometry.
IC-NIDC
(2016)
Ming Chen
,
Ye Hua
,
Xinyu Gu
,
Shiwen Nie
,
Zhiqiang Fan
A self-organizing resource allocation strategy based on Q-learning approach in ultra-dense networks.
IC-NIDC
(2016)
Luming Ren
,
Ming Zhao
,
Xinyu Gu
,
Lin Zhang
A two-step resource allocation algorithm for D2D communication in full duplex cellular network.
PIMRC
(2016)
Di Wu
,
Xinyu Gu
,
Jun Gu
,
Weichen Liao
,
Lin Zhang
,
Yu Liu
Cost optimization based network deployment strategies for future dense networks.
WPMC
(2016)
Ming Zhao
,
Xinyu Gu
,
Di Wu
,
Luming Ren
A two-stages relay selection and resource allocation joint method for d2d communication system.
WCNC
(2016)
Yi Gong
,
Xinyu Gu
,
Lin Zhang
,
Wenyu Li
,
Xiaofei Zhao
An adaptive frequency-domain interference coordination approach for different deployment of smallcell in heterogeneous network.
ChinaCom
(2015)
Shiwen Nie
,
Di Wu
,
Ming Zhao
,
Xinyu Gu
,
Lin Zhang
,
Liyang Lu
An Enhanced Mobility State Estimation Based Handover Optimization Algorithm in LTE-A Self-organizing Network.
ANT/SEIT
(2015)
Xin Lv
,
Xinyu Gu
,
Xin Deng
,
Lin Zhang
,
Wenyu Li
Resource Allocation Algorithm for VoLTE with Semi-Persistent Scheduling.
VTC Spring
(2015)
Xiaofei Zhao
,
Xinyu Gu
,
Yi Gong
,
Lin Zhang
,
Wenyu Li
Algorithm to reduce impact of LTE-A CSI-RS on LTE legacy UE in CoMP scenario.
WCSP
(2015)
Liyang Lu
,
Xinyu Gu
,
Shiwen Nie
,
Lin Zhang
,
Wenyu Li
,
Xiang Zhang
Poster: Enhanced mobility state estimation in heterogeneous networks.
ChinaCom
(2014)
Xin Lv
,
Xinyu Gu
,
Xiaofei Zhao
,
Lin Zhang
,
Wenyu Li
,
Xin Deng
Investigation of the algorithm to reduce the impact of CSI-RS on LTE legacy UEs.
ChinaCom
(2014)
Shucong Jia
,
Sizhe Hao
,
Xinyu Gu
,
Lin Zhang
Analyzing and relieving the impact of FCD traffic in LTE-VANET heterogeneous network.
ICT
(2014)
Qi Li
,
Xinyu Gu
,
Liyang Lu
,
Lin Zhang
,
Wenyu Li
,
Xiang Zhang
Green heterogeneous network with load balancing in LTE-A systems.
PIMRC
(2014)
Wenyu Li
,
Xiang Zhang
,
Shucong Jia
,
Xinyu Gu
,
Lin Zhang
,
Xiaoyu Duan
,
Jiaru Lin
A Novel Dynamic Adjusting Algorithm for Load Balancing and Handover Co-Optimization in LTE SON.
J. Comput. Sci. Technol.
28 (3) (2013)
Xiang Zhang
,
Qi Li
,
Xinyu Gu
,
Wenyu Li
,
Shucong Jia
,
Lin Zhang
The study of load balancing based on the network flow theory in LTE-A systems.
PIMRC Workshops
(2013)
Xinyu Gu
,
Shucong Jia
,
Wenyu Li
,
Lin Zhang
Energy efficient load balancing in LTE self-organization networks.
PIMRC Workshops
(2013)
Xinyu Gu
,
Wenyu Li
,
Lin Zhang
Adaptive cell range control in heterogeneous network.
WCSP
(2013)
Xinyu Gu
,
Zhang Zhang
,
Stephen J. Grant
,
Torbjörn Wigren
,
Niklas Johansson
,
Ari Kangas Ericsson
Load control for multi-stage interference cancellation.
PIMRC
(2012)
Stephen J. Grant
,
Claes Tidestav
,
Xinyu Gu
,
Niklas Johansson
Uplink CoMP for HSPA.
VTC Spring
(2011)
Xinyu Gu
,
Kai Niu
,
Weiling Wu
A Novel Efficient Soft Output Demodulation Algorithm for High Order Modulation.
CIT
(2004)