Xinyu Gu

Orcid: 0000-0001-6716-1042

According to our database1, Xinyu Gu authored at least 77 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
VPDet: Refined region CNN for hair follicle recognition in arbitrary angle.
IET Image Process., October, 2024

Dig-CSI: A Distributed and Generative Model Assisted CSI Feedback Training Framework.
IEEE Wirel. Commun. Lett., August, 2024

Toward Better Low-Rate Deep Learning-Based CSI Feedback: A Test Channel-Based Approach.
IEEE Trans. Wirel. Commun., August, 2024

A Progressive-Learning-Based Channel Prediction Within Phase Noise of Independent Oscillators.
IEEE Wirel. Commun. Lett., June, 2024

E2ENet: An End-to-End Channel Prediction Neural Network Based on Uplink Pilot for FDD Systems.
IEEE Wirel. Commun. Lett., May, 2024

DERNA Enables Pareto Optimal RNA Design.
J. Comput. Biol., 2024

ADNNet: Attention-based deep neural network for Air Quality Index prediction.
Expert Syst. Appl., 2024

Seat belt detection using gated Bi-LSTM with part-to-whole attention on diagonally sampled patches.
Expert Syst. Appl., 2024

Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training.
CoRR, 2024

Passenger hazard perception based on EEG signals for highly automated driving vehicles.
CoRR, 2024

2023
Determinantal Point Process-Based Learning for GF User Selection in Semi-Grant-Free NOMA Systems.
IEEE Commun. Lett., August, 2023

NOMA Assisted Semi-Grant-Free Scheme for Scheduling Multiple Grant-Free Users.
IEEE Syst. J., June, 2023

Multi-Task Training Approach for CSI Feedback in Massive MIMO Systems.
IEEE Commun. Lett., January, 2023

Model Transmission-Based Online Updating Approach for Massive MIMO CSI Feedback.
IEEE Commun. Lett., 2023

Balancing Minimum Free Energy and Codon Adaptation Index for Pareto Optimal RNA Design.
Proceedings of the 23rd International Workshop on Algorithms in Bioinformatics, 2023

Copula-Based Interactive Behavior Modeling for Naturalistic Test Scenarios Generation.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Lotnet: A Low Overhead Approach for Cellular Traffic Prediction of Large-Scale Urban Area.
Proceedings of the 8th IEEE International Conference on Network Intelligence and Digital Content, 2023

Training CSI Feedback Model with Federated Learning in Massive Mimo Systems.
Proceedings of the 8th IEEE International Conference on Network Intelligence and Digital Content, 2023

Robust WI-FI Enabled Human Activity Recognition Via Unsupervised Adversarial Domain Adaptation.
Proceedings of the 8th IEEE International Conference on Network Intelligence and Digital Content, 2023

A New Dataset for Hair Follicle Recognition and Classification in Robot-Aided Hair Transplantation.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022
A structural dynamics model for how CPEB3 binding to SUMO2 can regulate translational control in dendritic spines.
PLoS Comput. Biol., November, 2022

Clustering Algorithm-Based Quantization Method for Massive MIMO CSI Feedback.
IEEE Wirel. Commun. Lett., 2022

CVLNet: A Complex-Valued Lightweight Network for CSI Feedback.
IEEE Wirel. Commun. Lett., 2022

Changeable Rate and Novel Quantization for CSI Feedback Based on Deep Learning.
IEEE Trans. Wirel. Commun., 2022

Weakly Supervised Object Detection with Symmetry Context.
Symmetry, 2022

Multi-task Deep Neural Networks for Massive MIMO CSI Feedback.
CoRR, 2022

Changeable Rate and Novel Quantization for CSI Feedback Based on Deep Learning.
CoRR, 2022

Deep Learning-Based Cooperative CSI Feedback via Multiple Receiving Antennas in Massive MIMO.
Proceedings of the IEEE International Conference on Communications, 2022

Research on Crowd Movement Trajectory Prediction Method Based on Deep Learning.
Proceedings of the Communications and Networking - 17th EAI International Conference, 2022

Safety Modeling and Performance Analysis of Urban Scenarios Based on Poisson Line Process.
Proceedings of the Communications and Networking - 17th EAI International Conference, 2022

Traffic-Tran: A Parallel Multi-encoder Structure for Cellular Traffic Prediction.
Proceedings of the Communications and Networking - 17th EAI International Conference, 2022

MAML-Based D2D Power Control Scheme in User-Variable Scenario.
Proceedings of the Communications and Networking - 17th EAI International Conference, 2022

2021
Deep Learning-Based Bitstream Error Correction for CSI Feedback.
IEEE Wirel. Commun. Lett., 2021

OpenAWSEM with Open3SPN2: A fast, flexible, and accessible framework for large-scale coarse-grained biomolecular simulations.
PLoS Comput. Biol., 2021

Dynamic Resource Allocation for 3-D Sidelink Communication in Unlicensed Spectrum.
IEEE Commun. Lett., 2021

Performance of V2V Communication Distributed Resource Allocation Scheme in Dense Urban Scenario.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

You Get What You Focus on: A Weighting Factor for IoU-based Regression Loss.
Proceedings of the International Joint Conference on Neural Networks, 2021

Convolutional Neural Network Based Transmit Power Control for D2D Communication in Unlicensed Spectrum.
Proceedings of the 7th IEEE International Conference on Network Intelligence and Digital Content, 2021

2020
Joint Resource Allocation and Power Control Based on Vehicle's Motion Characteristics in NOMA-Based V2V Systems.
Mob. Inf. Syst., 2020

A Stochastic Geometry Approach to Model and Analyze Future Vehicular Communication Networks.
IEEE Access, 2020

Energy Efficiency Analysis for Future Network with Inter-Base Station Cooperation Based Sleep Strategy.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Video-based automatic and objective endoscopic sinus surgery skill assessment.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Resource Allocation Mechanism with the Base Station Assistance in New Radio-Vehicle.
Proceedings of the International Conference on Computing, Networking and Communications, 2020

2019
Energy Efficiency Analysis for Future 3D Mobile Networks with Strategic Sleep Mode.
Proceedings of the 22nd International Symposium on Wireless Personal Multimedia Communications, 2019

Modeling and Analysis of Inter-platoon Communication with Stochastic Geometry.
Proceedings of the 22nd International Symposium on Wireless Personal Multimedia Communications, 2019

Modelling and Analysis of 3-D Cellular Networks Using A Matern Cluster Process.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

An Abnormal Transaction Detection Mechanim on Bitcoin.
Proceedings of the 2019 International Conference on Networking and Network Applications, 2019

2018
A dynamic geo-based resource selection algorithm for LTE-V2V communications.
EURASIP J. Wirel. Commun. Netw., 2018

Performance Analysis for Interconnected Virtual Reality With Two-Stage Cooperative Transmission Scheme in 3D UDNs.
IEEE Access, 2018

D2D Power Control Based on Hierarchical Extreme Learning Machine.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

Energy Efficiency Optimization in 3D Dense Urban Scenarios with Coordinate Multi-point Transmission and Sleep Strategy.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

Improved UGRNN for short-term traffic flow prediction with multi-feature sequence inputs.
Proceedings of the 2018 International Conference on Information Networking, 2018

2017
A Two-Stages Relay Selection and Resource Allocation with Throughput Balance Scheme in Relay-Assisted D2D System.
Mob. Networks Appl., 2017

A Mobile Application Recommendation Framework by Exploiting Personal Preference with Constraints.
Mob. Inf. Syst., 2017

Modeling and analysis of indoor coverage probability for future 3D dense mobile networks.
Proceedings of the 20th International Symposium on Wireless Personal Multimedia Communications, 2017

Energy efficiency analysis for future 3D ultra dense mobile networks with sleep mode.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

2016
Cost optimization based network deployment strategies for future dense networks.
Proceedings of the 19th International Symposium on Wireless Personal Multimedia Communications, 2016

A two-stages relay selection and resource allocation joint method for d2d communication system.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

A two-step resource allocation algorithm for D2D communication in full duplex cellular network.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Q-learning based power control algorithm for D2D communication.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Future network deployment strategy based on user behavior analysis and stochastic geometry.
Proceedings of the IEEE International Conference on Network Infrastructure and Digital Content, 2016

A self-organizing resource allocation strategy based on Q-learning approach in ultra-dense networks.
Proceedings of the IEEE International Conference on Network Infrastructure and Digital Content, 2016

2015
Algorithm to reduce impact of LTE-A CSI-RS on LTE legacy UE in CoMP scenario.
Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

Resource Allocation Algorithm for VoLTE with Semi-Persistent Scheduling.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

An adaptive frequency-domain interference coordination approach for different deployment of smallcell in heterogeneous network.
Proceedings of the 10th International Conference on Communications and Networking in China, 2015

An Enhanced Mobility State Estimation Based Handover Optimization Algorithm in LTE-A Self-organizing Network.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Green heterogeneous network with load balancing in LTE-A systems.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Analyzing and relieving the impact of FCD traffic in LTE-VANET heterogeneous network.
Proceedings of the 21st International Conference on Telecommunications, 2014

Investigation of the algorithm to reduce the impact of CSI-RS on LTE legacy UEs.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

Poster: Enhanced mobility state estimation in heterogeneous networks.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2013
A Novel Dynamic Adjusting Algorithm for Load Balancing and Handover Co-Optimization in LTE SON.
J. Comput. Sci. Technol., 2013

Adaptive cell range control in heterogeneous network.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

The study of load balancing based on the network flow theory in LTE-A systems.
Proceedings of the IEEE 24th International Symposium on Personal, 2013

Energy efficient load balancing in LTE self-organization networks.
Proceedings of the IEEE 24th International Symposium on Personal, 2013

2012
Load control for multi-stage interference cancellation.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012

2011
Uplink CoMP for HSPA.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

2004
A Novel Efficient Soft Output Demodulation Algorithm for High Order Modulation.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004


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