Xinyu Gu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 58

Top Topics

Relay Selection

Resource Allocation

Weakly Supervised

Top Venues

IEEE Wirel. Commun. Lett.

Publications

Haozhen Li, Xinyu Gu, Jiahui Chen, Shilong Fan, Zhenyu Liu, Lin Zhang
A Progressive-Learning-Based Channel Prediction Within Phase Noise of Independent Oscillators. IEEE Wirel. Commun. Lett. 13 (6) (2024)
Shilong Fan, Haozhen Li, Xin Liang, Zhenyu Liu, Xinyu Gu, Lin Zhang
E2ENet: An End-to-End Channel Prediction Neural Network Based on Uplink Pilot for FDD Systems. IEEE Wirel. Commun. Lett. 13 (5) (2024)
Xinyu Gu, Zheng Lu, Jianfeng Ren, Qian Zhang
Seat belt detection using gated Bi-LSTM with part-to-whole attention on diagonally sampled patches. Expert Syst. Appl. 252 (2024)
Zhilin Du, Zhenyu Liu, Haozhen Li, Shilong Fan, Xinyu Gu, Lin Zhang
Dig-CSI: A Distributed and Generative Model Assisted CSI Feedback Training Framework. IEEE Wirel. Commun. Lett. 13 (8) (2024)
Xin Liang, Zhuqing Jia, Xinyu Gu, Lin Zhang
Toward Better Low-Rate Deep Learning-Based CSI Feedback: A Test Channel-Based Approach. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Xinyu Gu, Yuanyuan Qi, Mohammed El-Kebir
DERNA Enables Pareto Optimal RNA Design. J. Comput. Biol. 31 (3) (2024)
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)