Xinyu Gu

97 papers B 15C 2Misc 1Journal 45Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
CellMixer: Pathological image classification using dual-branch VMamba with randomly mixing gradient features data augmentation.
Expert Syst. Appl.
Enhui Chai, Xinyu Gu, Zheng Lu, Tianxiang Cui
2026 J jnl
OVSMMFA-Net: An object variation sensitive and multi-direction mamba based feature aggregation network for video object detection.
Digit. Signal Process.
Tingting Yao, Jianzhi Yu, Xinyu Gu, Meiwen Zhu, Fuxiao Cao, Qing Hu
2026 J jnl
OpenEarth-Agent: From Tool Calling to Tool Creation for Open-Environment Earth Observation.
CoRR
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Xinyu Gu, Zhe Jiang, Fenghua Ling, Ben Fei, Wenlong Zhang, Junjue Wang, Weihao Xuan, Pengfeng Xiao, Naoto Yokoya, Lei Bai
2026 J jnl
TRACE: A Multi-Agent System for Autonomous Physical Reasoning for Seismology.
CoRR
Feng Liu, Jian Xu, Xin Cui, Xinghao Wang, Zijie Guo, Jiong Wang, S. Mostafa Mousavi, Xinyu Gu, Hao Chen, Ben Fei, Lihua Fang, Fenghua Ling, Zefeng Li, Lei Bai
2025 J jnl
Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence Over Unlicensed Spectrum.
IEEE Internet Things J.
Zhuangzhuang Yan, Xinyu Gu, Zhenyu Liu, Liyang Lu
2025 B conf
Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training.
WCNC
Shilong Fan, Zhenyu Liu, Xinyu Gu, Haozhen Li
2025 J jnl
Deep Homography Estimation-Based Heterogeneous Decoupled Channel Precoding Mapping.
IEEE Wirel. Commun. Lett.
Haozhen Li, Xinyu Gu, Fen He, Zhenyu Liu, Lin Zhang
2025 J jnl
Deep Learning for Time Series Prediction of Strata Pressure in Coal Mining.
IEEE Access
Xinyu Gu, Khay Wai See, Xiuze Zhou
2025 — conf
Deep Learning-Based Location to Precoding Mapping in Massive MIMO Systems.
VTC2025-Spring
Fen He, Haozhen Li, Xinyu Gu, Zhenyu Liu, Liyang Lu
2025 J jnl
EarthLink: A Self-Evolving AI Agent for Climate Science.
CoRR
Zijie Guo, Jiong Wang, Xiaoyu Yue, Wangxu Wei, Zhe Jiang, Wanghan Xu, Ben Fei, Wenlong Zhang, Xinyu Gu, Lijing Cheng, Jing-Jia Luo, Chao Li, Yaqiang Wang, Tao Chen, Wanli Ouyang, Fenghua Ling, Lei Bai
2025 B conf
FedSIT: Efficient Federated Fine-Tuning with Model Splitting and Importance-Based Tuning.
IJCNN
Xinyu Gu, Xinghua Sun, Chenyuan Feng, Xijun Wang, Xiang Chen
2025 J jnl
Integrated Influence: Data Attribution with Baseline.
CoRR
Linxiao Yang, Xinyu Gu, Liang Sun
2025 J jnl
Layer-wise contrastive learning BERT for sentence representation of GitHub.
Neurocomputing
Daoquan Chen, Wei Zhang, Shengyu Lu, Yuanguo Lin, Xinyu Gu, Xiuze Zhou
2025 — conf
Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models.
ICC Workshops
Zhuangzhuang Yan, Xinyu Gu, Shilong Fan, Zhenyu Liu, Liyang Lu
2025 J jnl
Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models.
CoRR
Zhuangzhuang Yan, Xinyu Gu, Shilong Fan, Zhenyu Liu
2025 B conf
Performance Analysis of Multi-Layer Urban Air Mobility Networks With Directional Antennas Based on Poisson Line Process.
WCNC
Rui Shu, Xinyu Gu
2025 J jnl
Performance Analysis of NR Sidelink and Wi-Fi Coexistence Networks in Unlicensed Spectrum.
CoRR
Zhuangzhuang Yan, Xinyu Gu, Zhenyu Liu
2025 J jnl
Robust Smoothing Cardinalized Probability Hypothesis Density Filter-Based Underwater Multi-Target Direction-of-Arrival Tracking with Uncertain Measurement Noise.
Entropy
Xinyu Gu, Xianghao Hou, Boxuan Zhang, Yixin Yang, Shuanping Du
2025 J jnl
Scenario-Aware Framework for DL-Based CSI Feedback With Unified Training, Monitoring, and Updating.
IEEE Internet Things J.
Haozhen Li, Xinyu Gu, Zhiling Du, Jiahui Chen, Zhenyu Liu, Lin Zhang
2025 — conf
Unsupervised Adversarial Domain Adaptation for CSI Feedback in Codeword Feature Space.
ICCIP
Jiahui Chen, Xinyu Gu, Haozhen Li, Zhenyu Liu
2024 J jnl
A Progressive-Learning-Based Channel Prediction Within Phase Noise of Independent Oscillators.
IEEE Wirel. Commun. Lett.
Haozhen Li, Xinyu Gu, Jiahui Chen, Shilong Fan, Zhenyu Liu, Lin Zhang
2024 J jnl
ADNNet: Attention-based deep neural network for Air Quality Index prediction.
Expert Syst. Appl.
Xiankui Wu, Xinyu Gu, Khay Wai See
2024 J jnl
Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training.
CoRR
Shilong Fan, Zhenyu Liu, Xinyu Gu, Haozhen Li
2024 J jnl
DERNA Enables Pareto Optimal RNA Design.
J. Comput. Biol.
Xinyu Gu, Yuanyuan Qi, Mohammed El-Kebir
2024 J jnl
Dig-CSI: A Distributed and Generative Model Assisted CSI Feedback Training Framework.
IEEE Wirel. Commun. Lett.
Zhilin Du, Zhenyu Liu, Haozhen Li, Shilong Fan, Xinyu Gu, Lin Zhang
2024 J jnl
E2ENet: An End-to-End Channel Prediction Neural Network Based on Uplink Pilot for FDD Systems.
IEEE Wirel. Commun. Lett.
Shilong Fan, Haozhen Li, Xin Liang, Zhenyu Liu, Xinyu Gu, Lin Zhang
2024 J jnl
Seat belt detection using gated Bi-LSTM with part-to-whole attention on diagonally sampled patches.
Expert Syst. Appl.
Xinyu Gu, Zheng Lu, Jianfeng Ren, Qian Zhang
2024 J jnl
Toward Better Low-Rate Deep Learning-Based CSI Feedback: A Test Channel-Based Approach.
IEEE Trans. Wirel. Commun.
Xin Liang, Zhuqing Jia, Xinyu Gu, Lin Zhang
2024 J jnl
VPDet: Refined region CNN for hair follicle recognition in arbitrary angle.
IET Image Process.
Xinyu Gu, Xiaoxu Zhang
2023 — conf
A New Dataset for Hair Follicle Recognition and Classification in Robot-Aided Hair Transplantation.
ICANN (1)
Xinyu Gu, Xiaoxu Zhang, Hongbin Fang, Wenyu Wu, Jinran Lin, Kai Yang
2023 C conf
Balancing Minimum Free Energy and Codon Adaptation Index for Pareto Optimal RNA Design.
WABI
Xinyu Gu, Yuanyuan Qi, Mohammed El-Kebir
2023 — conf
Copula-Based Interactive Behavior Modeling for Naturalistic Test Scenarios Generation.
ITSC
Xinyu Gu, Siyu Wu, Boqi Li, Hong Wang, Xiaohong Jiao, Zheng Wang, Wei Lu, Wenhao Yu, Liyang Chen, Jia Hu, Shulian Zhao
2023 J jnl
Determinantal Point Process-Based Learning for GF User Selection in Semi-Grant-Free NOMA Systems.
IEEE Commun. Lett.
Xueyun Bai, Xinyu Gu
2023 J jnl
Dig-CSI: A Distributed and Generative Model Assisted CSI Feedback Training Framework.
CoRR
Zhilin Du, Haozhen Li, Zhenyu Liu, Shilong Fan, Xinyu Gu, Lin Zhang
2023 — conf
Lotnet: A Low Overhead Approach for Cellular Traffic Prediction of Large-Scale Urban Area.
IC-NIDC
Dongliang Li, Haozhen Li, Hui Zhang, Boyuan Zhang, Xinyu Gu
2023 J jnl
Model Transmission-Based Online Updating Approach for Massive MIMO CSI Feedback.
IEEE Commun. Lett.
Boyuan Zhang, Haozhen Li, Xin Liang, Xinyu Gu, Lin Zhang
2023 J jnl
Multi-Task Training Approach for CSI Feedback in Massive MIMO Systems.
IEEE Commun. Lett.
Boyuan Zhang, Haozhen Li, Xin Liang, Xinyu Gu, Lin Zhang
2023 J jnl
NOMA Assisted Semi-Grant-Free Scheme for Scheduling Multiple Grant-Free Users.
IEEE Syst. J.
Xueyun Bai, Xinyu Gu
2023 — conf
Robust WI-FI Enabled Human Activity Recognition Via Unsupervised Adversarial Domain Adaptation.
IC-NIDC
Jiahui Chen, Haozhen Li, Lei Li, Boyuan Zhang, Xinyu Gu
2023 — conf
Training CSI Feedback Model with Federated Learning in Massive Mimo Systems.
IC-NIDC
Zhilin Du, Haozhen Li, Lei Li, Boyuan Zhang, Zhenyu Liu, Xinyu Gu
2022 J jnl
A structural dynamics model for how CPEB3 binding to SUMO2 can regulate translational control in dendritic spines.
PLoS Comput. Biol.
Xinyu Gu, Nicholas P. Schafer, Carlos Bueno, Wei Lu, Peter G. Wolynes
2022 J jnl
CVLNet: A Complex-Valued Lightweight Network for CSI Feedback.
IEEE Wirel. Commun. Lett.
Haozhen Li, Boyuan Zhang, Haoran Chang, Xin Liang, Xinyu Gu
2022 J jnl
Changeable Rate and Novel Quantization for CSI Feedback Based on Deep Learning.
CoRR
Xin Liang, Haoran Chang, Haozhen Li, Xinyu Gu, Lin Zhang
2022 J jnl
Changeable Rate and Novel Quantization for CSI Feedback Based on Deep Learning.
IEEE Trans. Wirel. Commun.
Xin Liang, Haoran Chang, Haozhen Li, Xinyu Gu, Lin Zhang
2022 J jnl
Clustering Algorithm-Based Quantization Method for Massive MIMO CSI Feedback.
IEEE Wirel. Commun. Lett.
Jinghan Shen, Xin Liang, Xinyu Gu, Lin Zhang
2022 — conf
Deep Learning-Based Cooperative CSI Feedback via Multiple Receiving Antennas in Massive MIMO.
ICC
Xin Liang, Jinghan Shen, Haoran Chang, Xinyu Gu, Lin Zhang
2022 — conf
MAML-Based D2D Power Control Scheme in User-Variable Scenario.
ChinaCom
Zhenyu Fan, Xinyu Gu
2022 J jnl
Multi-task Deep Neural Networks for Massive MIMO CSI Feedback.
CoRR
Boyuan Zhang, Haozhen Li, Xin Liang, Xinyu Gu, Lin Zhang
2022 — conf
Research on Crowd Movement Trajectory Prediction Method Based on Deep Learning.
ChinaCom
Ruikun Wang, Xinyu Gu, Dongliang Li
2022 — conf
Safety Modeling and Performance Analysis of Urban Scenarios Based on Poisson Line Process.
ChinaCom
Kong Shi, Xinyu Gu
2022 — conf
Traffic-Tran: A Parallel Multi-encoder Structure for Cellular Traffic Prediction.
ChinaCom
Shilong Fan, Boyuan Zhang, Xinyu Gu
2022 J jnl
Weakly Supervised Object Detection with Symmetry Context.
Symmetry
Xinyu Gu, Qian Zhang, Zheng Lu
2021 — conf
Convolutional Neural Network Based Transmit Power Control for D2D Communication in Unlicensed Spectrum.
IC-NIDC
Zhenyu Fan, Xinyu Gu
2021 J jnl
Deep Learning-Based Bitstream Error Correction for CSI Feedback.
IEEE Wirel. Commun. Lett.
Haoran Chang, Xin Liang, Haozhen Li, Jinghan Shen, Xinyu Gu, Lin Zhang
2021 J jnl
Dynamic Resource Allocation for 3-D Sidelink Communication in Unlicensed Spectrum.
IEEE Commun. Lett.
Xinyu Gu, Jiahan Zhang, Kong Shi, Qian Wang
2021 J jnl
OpenAWSEM with Open3SPN2: A fast, flexible, and accessible framework for large-scale coarse-grained biomolecular simulations.
PLoS Comput. Biol.
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
2021 B conf
Performance of V2V Communication Distributed Resource Allocation Scheme in Dense Urban Scenario.
WCNC
Kong Shi, Xinyu Gu
2021 B conf
You Get What You Focus on: A Weighting Factor for IoU-based Regression Loss.
IJCNN
Xinyu Gu, Chao Gao, Zheng Lu, Tianxiang Cui
2020 J jnl
A Stochastic Geometry Approach to Model and Analyze Future Vehicular Communication Networks.
IEEE Access
Xinyu Gu, Bingxue Leng, Lei Zhang, Jiacui Miao, Lin Zhang
2020 B conf
Energy Efficiency Analysis for Future Network with Inter-Base Station Cooperation Based Sleep Strategy.
PIMRC
Jiacui Miao, Xinyu Gu, Bingxue Leng
2020 J jnl
Joint Resource Allocation and Power Control Based on Vehicle's Motion Characteristics in NOMA-Based V2V Systems.
Mob. Inf. Syst.
Xinyu Gu, Yiyi Xu, Jiahan Zhang
2020 Misc conf
Resource Allocation Mechanism with the Base Station Assistance in New Radio-Vehicle.
ICNC
Ye Wang, Xinyu Gu, Hao Wang, Zeyang Zhang, Yi Gong, Lin Zhang
2020 — conf
Video-based automatic and objective endoscopic sinus surgery skill assessment.
Image-Guided Procedures
Shan Lin, Xinyu Gu, Randall A. Bly, Kris S. Moe, Blake Hannaford
2019 — conf
An Abnormal Transaction Detection Mechanim on Bitcoin.
NaNA
Lingxiao Yang, Xuewen Dong, Siyu Xing, Jiawei Zheng, Xinyu Gu, Xiongfei Song
2019 — conf
Energy Efficiency Analysis for Future 3D Mobile Networks with Strategic Sleep Mode.
WPMC
Jiacui Miao, Xinyu Gu, Lei Zhang, Bingxue Leng
2019 — conf
Modeling and Analysis of Inter-platoon Communication with Stochastic Geometry.
WPMC
Bingxue Leng, Xinyu Gu, Lei Zhang, Lin Zhang
2019 B conf
Modelling and Analysis of 3-D Cellular Networks Using A Matern Cluster Process.
PIMRC
Jiacui Miao, Xinyu Gu, Bingxue Leng, Lei Zhang
2018 J jnl
A dynamic geo-based resource selection algorithm for LTE-V2V communications.
EURASIP J. Wirel. Commun. Netw.
Xinyu Gu, Yi Ding
2018 B conf
D2D Power Control Based on Hierarchical Extreme Learning Machine.
PIMRC
Jie Xu, Xinyu Gu, Zhiqiang Fan
2018 B conf
Energy Efficiency Optimization in 3D Dense Urban Scenarios with Coordinate Multi-point Transmission and Sleep Strategy.
PIMRC
Bingxue Leng, Xinyu Gu, Lei Zhang, Lin Zhang
2018 — conf
Improved UGRNN for short-term traffic flow prediction with multi-feature sequence inputs.
ICOIN
Jiabin Qu, Xinyu Gu, Lin Zhang
2018 J jnl
Performance Analysis for Interconnected Virtual Reality With Two-Stage Cooperative Transmission Scheme in 3D UDNs.
IEEE Access
Xinyu Gu, Lei Zhang, Bingxue Leng, Yumei Wang, Lin Zhang
2017 J jnl
A Mobile Application Recommendation Framework by Exploiting Personal Preference with Constraints.
Mob. Inf. Syst.
Konglin Zhu, Zexuan Liu, Lin Zhang, Xinyu Gu
2017 J jnl
A Two-Stages Relay Selection and Resource Allocation with Throughput Balance Scheme in Relay-Assisted D2D System.
Mob. Networks Appl.
Xinyu Gu, Ming Zhao, Luming Ren, Di Wu, Shiwen Nie
2017 B conf
Energy efficiency analysis for future 3D ultra dense mobile networks with sleep mode.
PIMRC
Lei Zhang, Xinyu Gu, Zhenyu Liu, Lin Zhang
2017 — conf
Modeling and analysis of indoor coverage probability for future 3D dense mobile networks.
WPMC
Lei Zhang, Xinyu Gu, Zhenyu Liu, Lin Zhang, Hichan Moon
2016 — conf
A self-organizing resource allocation strategy based on Q-learning approach in ultra-dense networks.
IC-NIDC
Ming Chen, Ye Hua, Xinyu Gu, Shiwen Nie, Zhiqiang Fan
2016 B conf
A two-stages relay selection and resource allocation joint method for d2d communication system.
WCNC
Ming Zhao, Xinyu Gu, Di Wu, Luming Ren
2016 B conf
A two-step resource allocation algorithm for D2D communication in full duplex cellular network.
PIMRC
Luming Ren, Ming Zhao, Xinyu Gu, Lin Zhang
2016 — conf
Cost optimization based network deployment strategies for future dense networks.
WPMC
Di Wu, Xinyu Gu, Jun Gu, Weichen Liao, Lin Zhang, Yu Liu
2016 — conf
Future network deployment strategy based on user behavior analysis and stochastic geometry.
IC-NIDC
Weichen Liao, Jun Gu, Xinyu Gu, Di Wu, Cong Guo
2016 B conf
Q-learning based power control algorithm for D2D communication.
PIMRC
Shiwen Nie, Zhiqiang Fan, Ming Zhao, Xinyu Gu, Lin Zhang
2015 — conf
Algorithm to reduce impact of LTE-A CSI-RS on LTE legacy UE in CoMP scenario.
WCSP
Xiaofei Zhao, Xinyu Gu, Yi Gong, Lin Zhang, Wenyu Li
2015 — conf
An Enhanced Mobility State Estimation Based Handover Optimization Algorithm in LTE-A Self-organizing Network.
ANT/SEIT
Shiwen Nie, Di Wu, Ming Zhao, Xinyu Gu, Lin Zhang, Liyang Lu
2015 — conf
An adaptive frequency-domain interference coordination approach for different deployment of smallcell in heterogeneous network.
ChinaCom
Yi Gong, Xinyu Gu, Lin Zhang, Wenyu Li, Xiaofei Zhao
2015 — conf
Resource Allocation Algorithm for VoLTE with Semi-Persistent Scheduling.
VTC Spring
Xin Lv, Xinyu Gu, Xin Deng, Lin Zhang, Wenyu Li
2014 — conf
Analyzing and relieving the impact of FCD traffic in LTE-VANET heterogeneous network.
ICT
Shucong Jia, Sizhe Hao, Xinyu Gu, Lin Zhang
2014 B conf
Green heterogeneous network with load balancing in LTE-A systems.
PIMRC
Qi Li, Xinyu Gu, Liyang Lu, Lin Zhang, Wenyu Li, Xiang Zhang
2014 — conf
Investigation of the algorithm to reduce the impact of CSI-RS on LTE legacy UEs.
ChinaCom
Xin Lv, Xinyu Gu, Xiaofei Zhao, Lin Zhang, Wenyu Li, Xin Deng
2014 — conf
Poster: Enhanced mobility state estimation in heterogeneous networks.
ChinaCom
Liyang Lu, Xinyu Gu, Shiwen Nie, Lin Zhang, Wenyu Li, Xiang Zhang
2013 J jnl
A Novel Dynamic Adjusting Algorithm for Load Balancing and Handover Co-Optimization in LTE SON.
J. Comput. Sci. Technol.
Wenyu Li, Xiang Zhang, Shucong Jia, Xinyu Gu, Lin Zhang, Xiaoyu Duan, Jiaru Lin
2013 — conf
Adaptive cell range control in heterogeneous network.
WCSP
Xinyu Gu, Wenyu Li, Lin Zhang
2013 — conf
Energy efficient load balancing in LTE self-organization networks.
PIMRC Workshops
Xinyu Gu, Shucong Jia, Wenyu Li, Lin Zhang
2013 — conf
The study of load balancing based on the network flow theory in LTE-A systems.
PIMRC Workshops
Xiang Zhang, Qi Li, Xinyu Gu, Wenyu Li, Shucong Jia, Lin Zhang
2012 B conf
Load control for multi-stage interference cancellation.
PIMRC
Xinyu Gu, Zhang Zhang, Stephen J. Grant, Torbjörn Wigren, Niklas Johansson, Ari Kangas Ericsson
2011 — conf
Uplink CoMP for HSPA.
VTC Spring
Stephen J. Grant, Claes Tidestav, Xinyu Gu, Niklas Johansson
2004 C conf
A Novel Efficient Soft Output Demodulation Algorithm for High Order Modulation.
CIT
Xinyu Gu, Kai Niu, Weiling Wu