百晓学者学者目录

张文生

博导、教授、硕导,广州大学

精选作品

期刊论文

2026

数据去重与缩减技术的系统分类与性能分析

奎晓燕,张敏,肖伶,李钦松,陈立明,张文生,邹北骥

《浙江大学学报(工学版)》

2026

基于视线-握力时序耦合的驾驶行为识别方法

张文生,谢奇霖,田晓雪,张凯鹏

《汽车实用技术》

2026

基于多分支特征融合的跨模态行人重识别算法

张瑞,曹益皓,张维权,蔡星娟,张文生,蔡江辉

《计算机与数字工程》

2026

面向患者跨模态检索的图增强哈希网络模型

顾一凡,杨雪冰,朱承璋,张晨阳,张文生

《计算机辅助设计与图形学学报》

2026

An Efficient Tensor Decomposition Scheme for Large-Scale Spectrum Environment Data Processing

Bin Qi, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang, Yunfei Chen

IEEE Signal Processing Letters

2026

Multi-source observational data fusion for imputing missing confounders in debiased recommendation

Yanghao Xiao, Yongqiang Tang, Wensheng Zhang

Information Fusion

2026

HDSTN: Hybrid Temporal Decomposition and Dual View Spatial Attention for Traffic Flow Forecasting

Meihua Wang, Youqin Chen, Qingxiang Li, Minfan He, Wensheng Zhang

Lecture notes in computer science

2026

ICER: A Universal Clinical Dual-Loop Agent for Adaptive Evidence Refinement in Long-Context EHRs

Zhenyang Lu, Yongqiang Tang, Wensheng Zhang

International Conference on Bioinformatics and Intelligent Computing (BIC)

2026

DKP: Semantic Consistency Distillation via Key-layer Pre-alignment with Large Vision-language Models for Cross-Modal Retrieval

Da Chen, Yangtao Wang, Yanzhao Xie, Siyuan Chen, Maobin Tang, Xiaocui Li, Xinyu Zhang, Jie Wen, Zheng Zhang, Wensheng Zhang

IEEE Transactions on Multimedia

2026

Clustering of Multi-Layer Networks With Multi-Resolution Feature and Graph Contrastive Learnings

Wei Ma, Wensheng Zhang, Gang Liu, Xiaoke Ma

IEEE Transactions on Big Data

2026

Multi-View Cross-Granularity Features as Diffusion Model Priors for Underwater Image Enhancement

Xiaowen Shi, Zhida Ren, Yongqiang Tang, Wensheng Zhang

IEEE Transactions on Instrumentation and Measurement

2026

MFDPrompt: Multi-Modal Fine-Grained Dual-Prompt Learning for Zero-Shot Anomaly Detection

Wenrui Hu, Tianyi Zhu, Fanxia Zeng, Yongqiang Tang, Rui Chen, Wensheng Zhang

IEEE Transactions on Circuits and Systems for Video Technology

2025

一种双空间多性能平衡函数引导的区间高维多目标进化算法

张志霞,张志刚,王晖,崔志华,张文生

《小型微型计算机系统》

2025

融入独特文化的智慧校园探索与实践

薛静,张文生,宋强

《中国教育网络》

2025

基于多尺度双编码器和加强跳跃连接的硬性渗出物分割算法

李博,邹北骥,肖晓霞,彭清华,晏峻峰,张文生,李阳

《智能计算机与应用》

2025

Hierarchical Skip Decoding for Efficient Autoregressive Language Model

Yunqi Zhu, Xuebing Yang, Yuanyuan Wu, Wensheng Zhang

Lecture notes in computer science

2025

Environment-Related SIMO Channel Generation Based on Virtual Transmitter

Xiao-Xu Jiang, Jian Sun, Shikun Yao, Tianzhao Liu, Wensheng Zhang, Cheng-Xiang Wang

2025 IEEE/CIC International Conference on Communications in China (ICCC)

2025

Near-Field Channel Estimation for Uniform Circular Arrays Based on an End-to-End Spherical Wavefront Channel Model

Chong-Bin Chen, Jian Sun, Xiao-Xu Jiang, Wensheng Zhang, Cheng-Xiang Wang

2025 IEEE/CIC International Conference on Communications in China (ICCC)

2025

High Feature Distinguishability for Adaptive Image-text Matching with Dual-stream Transformers

Yangtao Wang, Weibin Huang, Yanzhao Xie, Siyuan Chen, Weilong Peng, Maobin Tang, Meie Fang, Wensheng Zhang

ACM Transactions on Multimedia Computing Communications and Applications

2025

Toward more generalizable time-series outlier detection in large-volume manufacturing via contextual convolution

Yudong Wang, Qinglai Wei, Hongyang Li, Yanbin Du, Dongdong Ni, Shanshan Jiao, Wensheng Zhang, Gang Han

Neurocomputing

2025

CTMEG: A continuous-time medical event generation model for clinical prediction of long-term disease progression

Mengxuan Sun, Xuebing Yang, Jiayi Geng, Jinghao Niu, Chutong Wang, Chang Cui, Xiuyuan Chen, Wen Tang, Wensheng Zhang

Neurocomputing

2025

Adaptive structural-guided multi-level representation learning with graph contrastive for incomplete multi-view clustering

Haiyue Wang, Wensheng Zhang, Quan Wang, Xiaoke Ma

Information Fusion

2025

Shapley value-based class activation mapping for improved explainability in neural networks

Huaiguang Cai, Yang Yang, Yongqiang Tang, Zhengya Sun, Wensheng Zhang

The Visual Computer

2025

Prompt-affinity multi-modal class centroids for unsupervised domain adaption

Xingwei Deng, Yangtao Wang, Yanzhao Xie, Xiaocui Li, Maobin Tang, Meie Fang, Wensheng Zhang

Pattern Recognition

2024

基于随机块模型的社区隐藏统一框架

刘栋,刘侠,贾若雪,张文生

《计算机研究与发展》

2024

基于高维多目标序贯三支决策的恶意代码检测模型

崔志华,兰卓璇,张景波,张文生

《智能系统学报》

2024

高校网络安全工作的若干思考

宋强,刘志伟,薛静,张文生

《中国教育网络》

2024

A Novel Modulation Classification Scheme Based on Meta-Transfer Learning with Limited Samples

Shuzhen Shi, Mingyue Si, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang

International Conference on Wireless Communications and Signal Processing

2024

Comparison of OTFS and OFDM in High-Mobility Scenarios Based on Ray-Tracing Simulated Channel

Dong Yan, Jian Sun, Chong-Bin Chen, Wensheng Zhang, Zhi-Quan Bai, Cheng-Xiang Wang

2024 IEEE/CIC International Conference on Communications in China (ICCC Workshops)

2024

A Non-Cooperative Transmitter Localization Algorithm Based on Deep Learning with Time-Frequency and Spatial Angular Information

Zhao Zhang, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

International Conference on Wireless Communications and Signal Processing

2024

MODSC: Many-Objective-Optimization-Driven Data-Balancing Strategy in Cross-Architectural Malware Classification for Extreme IoT

Zhi-sheng Cui, Zhi-Gang Zhang, Zhi-Xia Zhang, Wensheng Zhang, Jin-Jun Chen

IEEE Internet of Things Journal

2024

XFMP: A Benchmark for Explainable Fine-Grained Abnormal Behavior Recognition on Medical Personal Protective Equipment

Jiaxi Liu, Jinghao Niu, Weifeng Li, Xin Li, Binbin He, Hao Zhou, Yanjuan Liu, Li Ding, Bo Wang, Wensheng Zhang

IEEE Transactions on Circuits and Systems for Video Technology

2024

Parallel Dual-Branch Fusion Network for Epileptic Seizure Prediction

Hongcheng Ma, Yajing Wu, Yongqiang Tang, Rui Chen, Tao Xu, Wensheng Zhang

Computers in Biology and Medicine

2024

Learning the long-tail distribution in latent space for Weighted Link Prediction via conditional Invertible Neural Networks

Yajing Wu, Chenyang Zhang, Yongqiang Tang, Xuebing Yang, Xuebing Yang, Yanting Yin, Wensheng Zhang

Knowledge-Based Systems

2024

Contrastive and adversarial regularized multi-level representation learning for incomplete multi-view clustering

Haiyue Wang, Wensheng Zhang, Xiaoke Ma

Neural Networks

2024

Dynamic Functional Connectivity Neural Network for Epileptic Seizure Prediction Using Multi-Channel EEG Signal

Tao Xu, Yajing Wu, Yongqiang Tang, Wensheng Zhang, Zhihua Cui

IEEE Signal Processing Letters

2023

Differentiable N-gram objective on abstractive summarization

Yunqi Zhu, Xuebing Yang, Yuanyuan Wu, Mingjin Zhu, Wensheng Zhang

Expert Systems With Applications,Vol. 215

2023

Application of Ray Tracing for Beyond-line-of-sight Maritime Communication in Evaporation Ducts

Bingwei Shu, Wensheng Zhang, Yu-Bei He, Jian Sun, Cheng-Xiang Wang

International Conference on Wireless Communications and Mobile Computing

2023

Signal Tensor Model and Eigenvalue Distributions for THz Uplink UM-MIMO Communications

Bin Qi, Wensheng Zhang, Qiang Li, Jian Sun, Zhi Liu, Chen Wang, Cheng-Xiang Wang

International Conference on Wireless Communications and Signal Processing

2023

Intelligent Communication Resource Allocation for UAV Emergency Communications Using Multi-agent Soft Actor-Critic Algorithm

Rui Du, Hongfei Yang, Shuzhen Shi, Weihong Zhu, Jian Sun, Wensheng Zhang

International Conference on Electrical and Control Engineering

2023

A Novel 3-D Beam Domain Channel Model for Maritime Massive MIMO Communication Systems Using Uniform Circular Arrays

Yu-Bei He, Cheng-Xiang Wang, Heng-Tai Chang, Rui Feng, Jian Sun, Wensheng Zhang, Yang Hao, el-Hadi M. Aggoune

IEEE Transactions on Communications

2023

A General 3-D Nonstationary GBSM for Underground Vehicular Channels

Heng-Tai Chang, Cheng-Xiang Wang, Yu Liu, Jie Huang, Jian Sun, Wensheng Zhang, Zhiquan Bai, K. An, Zengliang Li, el-Hadi M. Aggoune

IEEE Transactions on Antennas and Propagation

2023

Dynamic Spectrum Sharing Based on Federated Learning and Multi-Agent Actor-Critic Reinforcement Learning

Tong Yang, Wensheng Zhang, Yulian Bo, Jian Sun, Cheng-Xiang Wang

International Conference on Wireless Communications and Mobile Computing

2023

Joint Optimization of Reconfigurable Intelligent Surfaces and Base Station Beamforming in MISO System Based on Deep Reinforcement Learning

Liqiang Ma, Xin Zhang, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

IEEE Vehicular Technology Conference

2023

1-Bit Reconfigurable Intelligent Surface Element Design and Its Equivalent Circuit Model

Xin Zhang, Jian Sun, Liqiang Ma, Wensheng Zhang, Cheng-Xiang Wang

2023 IEEE/CIC International Conference on Communications in China (ICCC)

2023

A Specific Emitter Identification Approach Based on Multi-Head Attention Mechanism

Yulian Bo, Wensheng Zhang, Tong Yang, Mingyan Jiang, Jian Sun, Cheng-Xiang Wang

International Conference on Wireless Communications and Mobile Computing

2023

A Tensor-Based High Resolution Millimeter Wave Massive MIMO Channel Parameters Estimation Scheme

Junkang Hong, Jianhao Wang, Congjie Liu, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

ICC 2023 - IEEE International Conference on Communications

2023

A many-objective evolutionary algorithm based on constraints for collaborative computation offloading

Zhi-sheng Cui, Zhao Xue, T. Fan, Xing-Juan Cai, Wensheng Zhang

Swarm and Evolutionary Computation

2023

Cooperative-competitive two-stage game mechanism assisted many-objective evolutionary algorithm

Zhi-Xia Zhang, Hongya Wang, Wensheng Zhang, Zhi-sheng Cui

Information Sciences

2023

Graph-guided deep hashing networks for similar patient retrieval

Yifan Gu, Xuebing Yang, Mengxuan Sun, Chutong Wang, Hongyu Yang, Chao Yang, Jinwei Wang, Guilan Kong, Jicheng Lv, Wensheng Zhang

Computers in Biology and Medicine

2023

Clustering Enhanced Multiplex Graph Contrastive Representation Learning

Ruiwen Yuan, Yongqiang Tang, Yajing Wu, Wensheng Zhang

IEEE Transactions on Neural Networks and Learning Systems

2023

A cross-modal clinical prediction system for intensive care unit patient outcome

Mengxuan Sun, Xuebing Yang, Jinghao Niu, Yifan Gu, Chutong Wang, Wensheng Zhang

Knowledge-Based Systems

2023

CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation

Mengxuan Sun, Jinghao Niu, Xuebing Yang, Yifan Gu, Wensheng Zhang

Artificial Intelligence in Medicine

2023

Noised Multi-Layer Networks Clustering With Graph Denoising and Structure Learning

Wenming Wu, Wensheng Zhang, Maoguo Gong, Xiaoke Ma

IEEE Transactions on Knowledge and Data Engineering

2022

星际争霸图像序列的群体行为识别研究

白江波,杨阳,张文生

《计算》

2022

复杂场景下深度表示的SAR船舶目标检测算法

袁国文,张彩霞,杨阳,张文生,白江波

《计算机工程与应用》

2022

A Passive Broadband Radar System Design for Low, Slow and Small Target Detection

Zhuoran He, Jian Sun, Wensheng Zhang, K. An, Cheng-Xiang Wang

2022 IEEE/CIC International Conference on Communications in China (ICCC Workshops)

2022

Time-Varying Channel Estimation Scheme for Uplink MU-MIMO in 6G Systems

Jianhao Wang, Wensheng Zhang, Yun-Fei Chen, Zhi Liu, Jian Sun, Cheng-Xiang Wang

IEEE Transactions on Vehicular Technology

2022

A New SAGE-Based Channel Estimation Scheme for Millimeter Wave MIMO-OFDM Systems with Hybrid Beamforming Techniques

Congjie Liu, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

2022 IEEE/CIC International Conference on Communications in China (ICCC)

2022

Reconfigurable Intelligent Surface for NLOS Integrated Sensing and Communications

Yong-Wei Wang, Wensheng Zhang, Chen Liu, Jian Sun, Cheng-Xiang Wang

2022 IEEE/CIC International Conference on Communications in China (ICCC)

2022

Novel Multiple RIS-Assisted Communications for 6G Networks

Yong-Wei Wang, Wensheng Zhang, Yun-Fei Chen, Cheng-Xiang Wang, Jian Sun

IEEE Communications Letters

2022

Dynamic Spectrum Sharing and Aggregation Scheme Based on Deep Reinforcement Learning

Tianqi Sheng, Wensheng Zhang, Wen-Jiao Ding, Jian Sun, Cheng-Xiang Wang

International Conference on Wireless Communications and Mobile Computing

2022

A Novel 3D Non-Stationary Maritime Wireless Channel Model

Yu-Bei He, Cheng-Xiang Wang, Heng-Tai Chang, Jie Huang, Jian Sun, Wensheng Zhang, el-Hadi M. Aggoune

IEEE Transactions on Communications

2022

A Novel Map Matching Based Localization Method for ISAC

Zi-Li Zhang, Jie Huang, Cheng-Xiang Wang, Jian Sun, Wensheng Zhang, Zhuoran He

2022 IEEE/CIC International Conference on Communications in China (ICCC Workshops)

2022

A knee point-driven many-objective pigeon-inspired optimization algorithm

Lihong Zhao, Yeqing Ren, Youqian Zeng, Zhihua Cui, Wensheng Zhang

Complex & Intelligent Systems

2022

The global evaluation strategy for many‐objective partial collaborative computation offloading problem

Zhao Xue, Wanwan Guo, Zhi-sheng Cui, Wensheng Zhang

Concurrency and Computation

2021

对人工智能现在和未来的思考

张文生

《广西科学》

2021

基于平均距离聚类的NSGA-Ⅱ

崔志华,张茂清,常宇,张江江,王晖,张文生

《自动化学报》

2021

深度多网络嵌入聚类

陈锐,唐永强,张彩霞,张文生,郝志峰

《模式识别与人工智能》

2021

面向知识图谱的位置敏感嵌入模型

张似衡,张文生

《计算机辅助设计与图形学学报》

2021

Multi-User UAV Channel Modeling With Massive MIMO Configuration

Heng-Tai Chang, Cheng-Xiang Wang, Yu-Bei He, Zhiquan Bai, Jian Sun, Wensheng Zhang

IEEE Vehicular Technology Conference

2021

A 3D Non-Stationary GBSM for Mobile-to-Mobile Underwater Acoustic Communication Channels

Yihan Wang, Cheng-Xiang Wang, Xiu-Ming Zhu, Yu-Bei He, Heng-Tai Chang, Jian Sun, Wensheng Zhang

2021 IEEE/CIC International Conference on Communications in China (ICCC)

2021

Ray Tracing Based Sub-6 GHz Wireless Channel Characteristics Analysis in Underground Garage Environments

Xiao-Le Li, Cuiping Zhang, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

International Conference on Electrical and Control Engineering

2021

A 3D Wideband Non-Stationary GBSM for RIS-Assisted Communications in Outdoor Scenarios

Ying-Hui Yang, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang

International Conference on Electrical and Control Engineering

2021

Multi-Dimensional Spectrum Data Denoising Based on Tensor Theory

Cheng-Kai Zhai, Wensheng Zhang, Jian Sun, Wei-Hong Zhu, Piming Ma, Zhiquan Bai, Lei Zhang

International Conference on Electrical and Control Engineering

2021

A Novel Nonstationary 6G UAV-to-Ground Wireless Channel Model With 3-D Arbitrary Trajectory Changes

Heng-Tai Chang, Cheng-Xiang Wang, Yu Liu, Jie Huang, Jian Sun, Wensheng Zhang, Xi-Qi Gao

IEEE Internet of Things Journal

2021

Tensor-Based Channel Estimation for 3D mmWave Massive MIMO Systems

Jianhao Wang, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang

2021 IEEE/CIC International Conference on Communications in China (ICCC)

2021

Dynamic Spectrum Aggregation and Access Scheme Based on Multi-Agent Actor-Critic Reinforcement Learning

W. Ding, Wensheng Zhang, De-Qiang Wang, Jian Sun, Cheng-Xiang Wang

International Conference on Wireless Communications and Signal Processing

2021

Channel Measurements and Modeling for 400–600-MHz Bands in Urban and Suburban Scenarios

Jie Huang, Cheng-Xiang Wang, Yuqian Yang, Yu Liu, Jian Sun, Wensheng Zhang

IEEE Internet of Things Journal

2021

Multi-objective evolutionary 3D face reconstruction based on improved encoder-decoder network

Xing-Juan Cai, Yihao Cao, Yeqing Ren, Zhihua Cui, Wensheng Zhang

Information Sciences

2021

Malicious Code Detection under 5G HetNets Based on a Multi-Objective RBM Model

Zhihua Cui, Yaru Zhao, Yang Cao, Xing-Juan Cai, Wensheng Zhang, Jin-Jun Chen

IEEE Network

2021

A Sharding Scheme-Based Many-Objective Optimization Algorithm for Enhancing Security in Blockchain-Enabled Industrial Internet of Things

Xing-Juan Cai, Shao-Jin Geng, Jing Zhang, Di Wu, Zhihua Cui, Wensheng Zhang, Jin-Jun Chen

IEEE Transactions on Industrial Informatics

2021

Constraint multi-objective optimal design of hybrid renewable energy system considering load characteristics

Ying-Feng Chen, Rui Wang, Mengjun Ming, Shi Cheng, Yiping Bao, Wensheng Zhang, Chi Zhang

Complex & Intelligent Systems

2021

Multi-UAV coordinated path planning based on many-objective optimization

Xing-Juan Cai, Zhao-Ming Hu, Zhi-Xia Zhang, Qian Wang, Zhihua Cui, Wensheng Zhang

Scientia Sinica Informationis

2021

An improved matrix factorization based model for many-objective optimization recommendation

Zhihua Cui, Peng Zhao, Zhao-Ming Hu, Xing-Juan Cai, Wensheng Zhang, Jin-Jun Chen

Information Sciences

2021

A Many-Objective Optimization Based Intelligent Intrusion Detection Algorithm for Enhancing Security of Vehicular Networks in 6G

Zhi-Xia Zhang, Yang Cao, Zhihua Cui, Wensheng Zhang, Jin-Jun Chen

IEEE Transactions on Vehicular Technology

2021

An ACO-Based Clustering Algorithm With Chaotic Function Mapping

Lei Yang, Xin Hu, Hui Wang, Wensheng Zhang, Kang Huang, Dongya Wang

International Journal of Cognitive Informatics and Natural Intelligence

2021

An efficient interval many-objective evolutionary algorithm for cloud task scheduling problem under uncertainty

Zhi-Xia Zhang, Mengkai Zhao, Hui Wang, Zhi-Zhang Cui, Wensheng Zhang

Information Sciences

2021

Explainable recommendation based on knowledge graph and multi-objective optimization

Lijie Xie, Zhao-Ming Hu, Xing-Juan Cai, Wensheng Zhang, Jin-Jun Chen

Complex & Intelligent Systems

2020

[Review] A hybrid recommendation system with many-objective evolutionary algorithm

Xingjuan Cai, Zhaoming Hu, Peng Zhao, WenSheng Zhang, Jinjun Chen

Expert Systems With Applications,Vol. 159

2020

基于改进RetinaNet模型的接触网鸟巢检测

刘国文,张彩霞,李斌,杨阳,张文生

《数据采集与处理》

2020

分类激活图增强的图像分类算法

杨萌林,张文生

《计算机科学与探索》

2020

复杂场景下深度表示的无人机目标检测算法

李斌,张彩霞,杨阳,张文生

《计算机工程与应用》

2020

Comparison of OFDM and SC-FDE for VLC Systems with a Nonlinear LED Model

Hao Zhang, Jian Sun, Wensheng Zhang, Zhiquan Bai, Cheng-Xiang Wang

2020 IEEE/CIC International Conference on Communications in China (ICCC)

2020

Channel Characteristics Analysis of 60 GHz Wireless Communications in Staircase Environments

Cuiping Zhang, Jian Sun, Yu Liu, Wensheng Zhang, Cheng-Xiang Wang

2020 IEEE/CIC International Conference on Communications in China (ICCC Workshops)

2020

Tensor-computing-based Spectrum Usage Framework for 6G

Wensheng Zhang, Jingxian Wu, Cheng-Xiang Wang

ICC 2020 - 2020 IEEE International Conference on Communications (ICC)

2020

A Novel Channel Estimation Scheme for Frequency-Selective mmWave Massive MIMO Systems

Zhigang Song, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang, Minggao Zhang

International Conference on Wireless Communications and Signal Processing

2020

Weight convergence analysis of DV-hop localization algorithm with GA

Xing-Juan Cai, Penghong Wang, Zhihua Cui, Wensheng Zhang, Jin-Jun Chen

Soft Computing - A Fusion of Foundations, Methodologies and Applications

2020

Hybrid many-objective particle swarm optimization algorithm for green coal production problem

Zhihua Cui, Jiangjiang Zhang, Di Wu, Xing-Juan Cai, Hui Wang, Wensheng Zhang, Jin-Jun Chen

Information Sciences

2020

Personalized Recommendation System Based on Collaborative Filtering for IoT Scenarios

Zhihua Cui, Xiang-Hua Xu, Fei Xue, Xing-Juan Cai, Yang Cao, Wensheng Zhang, Jin-Jun Chen

IEEE Transactions on Services Computing

2020

A Hybrid BlockChain-Based Identity Authentication Scheme for Multi-WSN

Zhihua Cui, Fei Xue, Shiqiang Zhang, Xing-Juan Cai, Yang Cao, Wensheng Zhang, Jin-Jun Chen

IEEE Transactions on Services Computing

2019

两阶段领域自适应学习

田磊,唐永强,张文生

《模式识别与人工智能》

2019

具有双重稀疏机制的在线学习算法

魏波,吴瑞峰,张文生,吕敬钦,王莹莹,夏学文

《电子学报》

2019

气象大数据超短临精准降水机器学习与典型应用

张晨阳,杨雪冰,张文生

《农业大数据学报》

2019

A 3D Wideband GBSM for THz Communications in Indoor Scenarios

Yiling Huang, Heng-Tai Chang, Jie Huang, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang

International Conference on Wireless Communications and Signal Processing

2019

A 3D GBSM for Ship-to-Land Communications

Yu-Bei He, Heng-Tai Chang, Yu Liu, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang

2019 IEEE/CIC International Conference on Communications in China (ICCC)

2019

Physical-Layer Security of Visible Light Communications with Jamming

Dinghui Tian, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang

2019 IEEE/CIC International Conference on Communications in China (ICCC)

2019

Novel 3-D Nonstationary MmWave Massive MIMO Channel Models for 5G High-Speed Train Wireless Communications

Yu Liu, Cheng-Xiang Wang, Jie Huang, Jian Sun, Wensheng Zhang

IEEE Transactions on Vehicular Technology

2019

Standard Condition Number of Hessian Matrix for Neural Networks

L. Zhang, Wensheng Zhang, Yunzeng Li, Jian Sun, Cheng-Xiang Wang

ICC 2019 - 2019 IEEE International Conference on Communications (ICC)

2019

Optimal LEACH Protocol with Improved Bat Algorithm in Wireless Sensor Networks

Xing-Juan Cai, Youqiang Sun, Zhihua Cui, Wensheng Zhang, Jin-Jun Chen

KSII Transactions on Internet and Information Systems

2019

A hybrid many-objective cuckoo search algorithm

Zhihua Cui, Maoqing Zhang, Hui Wang, Xing-Juan Cai, Wensheng Zhang

Soft Computing - A Fusion of Foundations, Methodologies and Applications

2019

Analyses of inverted generational distance for many-objective optimisation algorithms

Xing-Juan Cai, Maoqing Zhang, Hui Wang, Meng Xu, Jin-Jun Chen, Wensheng Zhang

International Journal of Bio-Inspired Computation (IJBIC)

2019

Privacy protection based on many‐objective optimization algorithm

Jiangjiang Zhang, Fei Xue, Xing-Juan Cai, Zhihua Cui, Yu Chang, Wensheng Zhang, Wu-Zhao Li

Concurrency and Computation

2019

Multi-Objective Three-Dimensional DV-Hop Localization Algorithm With NSGA-II

Xing-Juan Cai, Penghong Wang, Lei Du, Zhihua Cui, Wensheng Zhang, Jin-Jun Chen

IEEE Sensors Journal

2019

A Novel Bat Algorithm with Multiple Strategies Coupling for Numerical Optimization

Yechuang Wang, Penghong Wang, Jiangjiang Zhang, Zhihua Cui, Xing-Juan Cai, Wensheng Zhang, Jin-Jun Chen

Mathematics

2019

A pigeon-inspired optimization algorithm for many-objective optimization problems

Zhihua Cui, Jiangjiang Zhang, Yechuang Wang, Yang Cao, Xing-Juan Cai, Wensheng Zhang, Jin-Jun Chen

Science China Information Sciences

2019

A Parallel Gene Expression Clustering Algorithm Based on Producer-Consumer Model

Lei Yang, Xin Hu, Kang-Shun Li, Wensheng Zhang, Yaolang Kong, Rui Xu, Dongya Wang

International Symposium on Intelligence Computation and Applications

2019

Malicious code detection based on CNNs and multi-objective algorithm

Zhihua Cui, Lei Du, Penghong Wang, Xing-Juan Cai, Wensheng Zhang

J. Parallel Distributed Comput.

2019

Improved NSGA-III with selection-and-elimination operator

Zhihua Cui, Yu Chang, Jiangjiang Zhang, Xing-Juan Cai, Wensheng Zhang

Swarm and Evolutionary Computation

2018

面向患者的智能医生框架研究

谢刚,吴高巍,任俊宏,张似衡,牛景昊,张文生

《计算机科学与探索》

2018

Visible Light Communication System Evaluations With Integrated Hardware and Optical Parameters

Li Zhou, Cheng-Xiang Wang, Ahmed Al-Kinani, Wensheng Zhang

IEEE Transactions on Communications

2018

Filtered-OFDM for Visible Light Communications

Yanyan Wang, Ying Wei, Wensheng Zhang, Cheng-Xiang Wang

2018 IEEE/CIC International Conference on Communications in China (ICCC Workshops)

2018

A general channel model for visible light communications in underground mines

Jia Wang, Ahmed Al-Kinani, Wensheng Zhang, Cheng-Xiang Wang, Li Zhou

China Communications

2018

Standard Condition Number Distributions of Finite Wishart Matrices for Cognitive Radio Networks

Wensheng Zhang, Jia-jia Wang, Jian Sun, Cheng-Xiang Wang, Xiaohu Ge

IEEE Transactions on Vehicular Technology

2018

3D Non-Stationary GBSMs for High-Speed Train Tunnel Channels

Yu Liu, Liu Feng, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang, P. Fan

IEEE Vehicular Technology Conference

2018

A 2-D Non-Stationary GBSM for Vehicular Visible Light Communication Channels

Ahmed Al-Kinani, Jian Sun, Cheng-Xiang Wang, Wensheng Zhang, Xiaohu Ge, H. Haas

IEEE Transactions on Wireless Communications

2018

Optical Wireless Communication Channel Measurements and Models

Ahmed Al-Kinani, Cheng-Xiang Wang, Li Zhou, Wensheng Zhang

IEEE Communications Surveys and Tutorials

2018

A novel 3D GBSM for mmWave MIMO channels

Jie Huang, Cheng-Xiang Wang, Yu Liu, Jian Sun, Wensheng Zhang

Science China Information Sciences

2018

A Survey of 5G Channel Measurements and Models

Cheng-Xiang Wang, Ji Bian, Jian Sun, Wensheng Zhang, Minggao Zhang

IEEE Communications Surveys and Tutorials

2018

Predicting Wireless MmWave Massive MIMO Channel Characteristics Using Machine Learning Algorithms

L. Bai, Cheng-Xiang Wang, Jie Huang, Qian Xu, Yuqian Yang, G. Goussetis, Jian Sun, Wensheng Zhang

Wireless Communications and Mobile Computing

2018

Enhanced 5G Cognitive Radio Networks Based on Spectrum Sharing and Spectrum Aggregation

Wensheng Zhang, Cheng-Xiang Wang, Xiaohu Ge, Yun-Fei Chen

IEEE Transactions on Communications

2018

Short-term vegetable prices forecast based on improved gene expression programming

Lei Yang, Kang-Shun Li, Wensheng Zhang, Yaolang Kong

International Journal of High Performance Computing and Networking

2018

An Improved Chaotic ACO Clustering Algorithm

Lei Yang, Kang-Shun Li, Wensheng Zhang, Z. Ke, Ke-Hui Xiao, Zhiguo Du

2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)

2018

Bat algorithm with principal component analysis

Zhihua Cui, Feixiang Li, Wensheng Zhang

International Journal of Machine Learning and Cybernetics

2017

深入金融科技研究 把脉人工智能

张文生

《金融电子化》

2017

基于深度学习的高铁接触网定位器检测与识别

陈东杰,张文生,杨阳

Journal of University of Science and Technology of China

2017

A Novel Complex-Coefficient In-Band Interference Suppression Algorithm for Cognitive Ultra-Wide Band Wireless Sensors Networks

Hai-Liang Xiong, Wensheng Zhang, Hong-Ji Xu, Zhengfeng Du, Huaibin Tang, Jing Li

Italian National Conference on Sensors

2017

A 3-D Wideband Multi-Confocal Ellipsoid Model for Wireless Massive MIMO Communication Channels with Uniform Planar Antenna Array

L. Bai, Cheng-Xiang Wang, Shang-Bin Wu, Jian Sun, Wensheng Zhang

IEEE Vehicular Technology Conference

2017

Performance comparison of six massive MIMO channel models

L. Bai, Cheng-Xiang Wang, Shang-Bin Wu, Carlos F. López, Xi-Qi Gao, Wensheng Zhang, Yu Liu

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

Comparison of Propagation Channel Characteristics for Multiple Millimeter Wave Bands

Jie Huang, Rui Feng, Jian Sun, Cheng-Xiang Wang, Wensheng Zhang, Yang Yang

IEEE Vehicular Technology Conference

2017

A path loss channel model for visible light communications in underground mines

Jia Wang, Ahmed Al-Kinani, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

A Novel Channel Model for Molecular Communications Based on Inter-cellular Calcium Wave

Heng-Tai Chang, Ji Bian, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

International Wireless Internet Conference

2017

Developments on Channel Measurement and Models in 5G High Frequency Band

Jian Sun, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

2017

Ray Tracing Based 60 GHz Channel Clustering and Analysis in Staircase Environment

Yuqian Yang, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang, Xiaohu Ge

Global Communications Conference

2017

A new light source of VLC combining white LEDs and RGB LEDs

Jian Song, Wensheng Zhang, Li Zhou, Xiaotian Zhou, Jian Sun, Cheng-Xiang Wang

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

A Novel Optical Index Modulation Aided DCO-OFDM Scheme for VLC Systems

Hao-Dong Li, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

International Wireless Internet Conference

2017

Optical spatial modulation with DHT-based OFDM in visible light communication systems

Ya-Li Cao, Xiaotian Zhou, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

International Conference on Wireless Communications and Signal Processing

2017

Joint Transmit Power Allocation and Splitting for SWIPT Aided OFDM-IDMA in Wireless Sensor Networks

Shanshan Li, Xiao-Tian Zhou, Cheng-Xiang Wang, Dongfeng Yuan, Wensheng Zhang

Italian National Conference on Sensors

2017

Light and RF dual connectivity for the next generation cellular systems

Ahmed Al-Kinani, Cheng-Xiang Wang, F. Haider, H. Haas, Wensheng Zhang, Xiang Cheng

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

A non-stationary MIMO channel model for street corner scenarios considering velocity variations of the mobile station and scatterers

Ji Bian, Yu Liu, Cheng-Xiang Wang, Jian Sun, Wensheng Zhang, Minggao Zhang

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

Dimension Boundary Between Finite and Infinite Random Matrices in Cognitive Radio Networks

Wensheng Zhang, Cheng-Xiang Wang, Jian Sun, G. Karagiannidis, Yang Yang

IEEE Communications Letters

2017

Effects of antenna height and directivity on 60 GHz indoor channels

Jie Huang, Yu Liu, Jian Sun, Wensheng Zhang, Cheng-Xiang Wang

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

A new VLC channel model for underground mining environments

Jia Wang, Ahmed Al-Kinani, Wensheng Zhang, Cheng-Xiang Wang

2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC)

2017

An improved generalized spatial modulation scheme for indoor visible light communications

De-Wen Li, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

Multi-frequency millimeter wave massive MIMO channel measurements and analysis

Jie Huang, Rui Feng, Jian Sun, Cheng-Xiang Wang, Wensheng Zhang, Yang Yang

2017 IEEE International Conference on Communications (ICC)

2017

On the Scaled Eigenvalue Distributions of Complex Wishart Matrices

Wensheng Zhang, Hai-Liang Xiong, De-Qiang Wang, Di Chen

Wireless personal communications

2017

Multi-Frequency mmWave Massive MIMO Channel Measurements and Characterization for 5G Wireless Communication Systems

Jie Huang, Cheng-Xiang Wang, Rui Feng, Jian Sun, Wensheng Zhang, Yang Yang

IEEE Journal on Selected Areas in Communications

2017

VLC system implementation with white LEDs

L. Zhang, Wensheng Zhang, Jian Sun

2017 IEEE/CIC International Conference on Communications in China (ICCC)

2017

Optimization of classification algorithm based on gene expression programming

Lei Yang, Kang-Shun Li, Wensheng Zhang, Lie Zheng, Z. Ke, Yu Qi

Journal of Ambient Intelligence and Humanized Computing

2017

A Particle Swarm Clustering Algorithm Based on Tree Structure and Neighborhood

Lei Yang, Wensheng Zhang, Zhicheng Lai, Zi-Yu Cheng

International Symposium on Intelligence Computation and Applications

2016

基于Skyline服务的Top-k选择方法

杨莉,张文生,许国艳

《计算机应用与软件》

2016

加权网络的在线结构学习算法

蒋晓娟,张文生

《模式识别与人工智能》

2016

基于随机谱梯度的在线学习

薛伟,张文生,任俊宏

《计算机科学》

2016

Energy-spectral efficiency tradeoff of visible light communication systems

E. Li, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang, Xiaohu Ge

2016 IEEE/CIC International Conference on Communications in China (ICCC)

2016

Energy-spectral efficiency in simultaneous wireless information and power transfer

Ji-su Sun, Wensheng Zhang, Jian Sun, Cheng-Xiang Wang, Yun-Fei Chen

2016 IEEE/CIC International Conference on Communications in China (ICCC)

2016

A statistical weighting average approach for cognitive radio networks

Wensheng Zhang, Dongdong Xin, Hai-Liang Xiong, Wei-Hong Zhu, Jin Qiu, Cheng-Xiang Wang

International Symposium on Wireless Personal Multimedia Communications

2016

Exact Distributions of Finite Random Matrices and Their Applications to Spectrum Sensing

Wensheng Zhang, Cheng-Xiang Wang, Xiao-Feng Tao, P. Patcharamaneepakorn

Italian National Conference on Sensors

2016

Energy–Spectral Efficiency Tradeoff in Cognitive Radio Networks

Wensheng Zhang, Cheng-Xiang Wang, Di Chen, Hai-Liang Xiong

IEEE Transactions on Vehicular Technology

2016

A new joint eigenvalue distribution of finite random matrix for cognitive radio networks

Wensheng Zhang, Jian Sun, Hai-Liang Xiong, Di Chen

IET Communications

2016

Energy efficiency and area spectral efficiency tradeoff for coexisting wireless body sensor networks

Rui-Xia Liu, Yinglong Wang, Shang-Bin Wu, Cheng-Xiang Wang, Wensheng Zhang

Science China Information Sciences

2016

Ant colony classification mining algorithm based on pheromone attraction and exclusion

Lei Yang, Kang-Shun Li, Wensheng Zhang, Z. Ke

Soft Computing - A Fusion of Foundations, Methodologies and Applications

2016

Opposition-based particle swarm optimization with adaptive mutation strategy

Wenyong Dong, Lan-Lan Kang, Wensheng Zhang

Soft Computing - A Fusion of Foundations, Methodologies and Applications

2015

浅析物联网信息安全威胁与应对措施

张文生,孙永忠,迟海蛟

《电脑知识与技术》

2015

基于深度学习框架的隐藏主题变量图模型

吴蕾,张文生,王珏

《计算机研究与发展》

2015

差分进化算法中参数自适应选择策略研究

汪慎文,张文生,丁立新,谢承旺,郭肇禄

《计算机科学》

2015

基于深度学习的图像自动标注算法

杨阳,张文生

《数据采集与处理》

2015

基于Dropout深度网络的两步图像标注算法

杨阳,张文生,杨雪冰

《计算机科学与探索》

2015

Cooperative Spectrum Sensing Using Finite Demmel Condition Numbers

Shao-Hua Qin, Wensheng Zhang, Hai-Liang Xiong, Dong-Ya Chen

Wireless personal communications

2015

A multi-mode waveguide tunnel channel model for high-speed train wireless communication systems

Yu Liu, Cheng-Xiang Wang, A. Ghazal, Shang-Bin Wu, Wensheng Zhang

European Conference on Antennas and Propagation

2015

Design principles for simultaneous wireless information and power transmission systems

Wensheng Zhang, Cheng-Xiang Wang, Xiaotian Zhou, Xiao-Feng Tao

2015 IEEE/CIC International Conference on Communications in China (ICCC)

2015

The research of e-mail virus spread based on complex network

Kang-Shun Li, Yue-jin Tan, Wensheng Zhang, Wen-Hua Wei

International Journal of Computing Science and Mathematics

2015

A New Ant Colony Classification Mining Algorithm

Lei Yang, Kang-Shun Li, Wensheng Zhang, Yan Chen, Wei Li, X. Bi

International Symposium on Intelligence Computation and Applications

2015

A New GEP Algorithm and Its Applications in Vegetable Price Forecasting Modeling Problems

Lei Yang, Kang-Shun Li, Wensheng Zhang, Yaolang Kong

International Symposium on Intelligence Computation and Applications

2014

一种基于改进BP神经网络的PCA人脸识别算法

李康顺,李凯,张文生

《计算机应用与软件》

2014

小生境演化算法下的WDCT图像压缩方法

李康顺,韦蕴珊,张文生

《电子学报》

2014

基于随机扩散搜索的协同差分进化算法

张大斌,周志刚,叶佳,张文生

《计算机工程》

2014

异构信息网络数据上的融合概率图模型

吴蕾,张文生,王珏

《计算机科学与探索》

2013

基于演化算法的纹理合成图像修复技术

李康顺,杨珍,张文生

《计算机应用与软件》

2013

畸变环境下的序列图像融合技术研究

杨波,张文生,谢源

《计算机科学》

2013

Front-End Narrowband Interference Mitigation for DS-UWB Receiver

Hai-Liang Xiong, Wensheng Zhang, Zhengfeng Du, Bo He, Dongfeng Yuan

IEEE Transactions on Wireless Communications

2012

基于词间关系分析的文本特征选择算法

吴双,张文生,徐海瑞

《计算机工程与科学》

2012

基于流形正则化的文档分类算法研究

徐海瑞,张文生,吴双

《计算机科学》

2012

Research on image binarization algorithm based on evolutionary algorithms

Wensheng Zhang

2012

Prüfer Code Optimization Algorithm for Multi-layer Logistic Networks Based on Gene Expression Programming

Wensheng Zhang

2011

求解组合优化问题伊藤算法的收敛性和期望收敛速度分析

董文永,张文生,于瑞国

《计算机学报》

2011

基于Richardson-Lucy的图像去模糊新算法

赵博,张文生,丁欢

《计算机工程与应用》

2011

双模型背景建模与目标检测研究

张水发,丁欢,张文生

《计算机研究与发展》

2011

基于NPE的Web文本分类方法研究

徐海瑞,张文生,吴双

《计算机工程》

2010

基于QoS的网络负载均衡选播路由算法

李康顺,周新宇,张文生

《计算机应用研究》

2010

An efficient anycast routing algorithm for load-balancing based on evolutionary algorithm

Kang-Shun Li, Xinyu Zhou, Wensheng Zhang

2010 3rd IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT)

2009

一种基于模式替代的遗传算法解0/1背包问题

李康顺,贾玉珍,张文生

《计算机应用研究》

2009

社交网络中感知技术的研究与应用

李建国,汤庸,姚良超,张文生,方文崇

《计算机科学》

2009

A New Best-Worst Ant System with Heuristic Crossover Operator for Solving TSP

Kang-Shun Li, Fu-Mei Xu, Ping Huang, Wensheng Zhang

2009 Fifth International Conference on Natural Computation

2009

A New Intelligent Algorithm for Designing Digital Filter

Kang-Shun Li, Ting Wang, Ping Huang, Wensheng Zhang

2009 Fifth International Conference on Natural Computation

2009

Design and Implement of Digital Modulator Based on Improved DDS Technology and DSP Builder

Kang-Shun Li, Xiao-Qiao Lu, Wensheng Zhang, Feng Wang

International Conference on Wireless Communications, Networking and Mobile Computing

2009

Research and Implement of FPGA Digital Modulator Based on Improved DDS Technology

Wensheng Zhang

2008

基于时序聚类的吹灰预测模型

何源,张文生,葛铭,叶晨洲

《计算机工程》

2008

A new method for solving 0/1 knapsack problem based on evolutionary algorithm with schema replaced

Kang-Shun Li, YuZhen Jia, Wensheng Zhang, Yang Xie

2008 IEEE International Conference on Automation and Logistics

2008

A sequence encryption producing system based on particle dynamical evolutionary algorithm

Kang-Shun Li, Yang Xie, Wensheng Zhang, Feng Wang

World Congress on Intelligent Control and Automation

2008

A new method of evolving digital circuit based on gene expres sion programming

Kang-Shun Li, Jiusheng Liang, Wensheng Zhang, Feng Wang

IEEE Congress on Evolutionary Computation

2008

A sequence cipher producing method based on two-layer ranking Multi-Objective Evolutionary Algorithm

Kang-Shun Li, Wei-Feng Pan, Wensheng Zhang, Zhang-Xing Chen

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)

2008

A new method of Evolving Boolean Function based on gene expression programming

Kang-Shun Li, Yang Xie, Wensheng Zhang, Feng Wang

2008 IEEE International Conference on Automation and Logistics

2008

A Random Number Generator Based on Particle Dynamical Evolutionary Algorithm

Wei Li, Kang-Shun Li, Wensheng Zhang, Chao Wang, Ying Huang

2008 Fourth International Conference on Natural Computation

2008

Automatic modeling of a novel gene expression programming based on statistical analysis and critical velocity

Kang-Shun Li, Wei-Feng Pan, Wensheng Zhang, Zhang-Xing Chen

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)

2008

A novel algorithm for evolving encryption sequences based on particle dynamics

Kang-Shun Li, Yang Xie, Wensheng Zhang, Zhang-Xing Chen

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)

2008

Comparative Analysis of Genetic Algorithm and Ant Colony Algorithm on Solving Traveling Salesman Problem

Kang-Shun Li, Lan-Lan Kang, Wensheng Zhang, Bing Li

IEEE International Workshop on Semantic Computing and Systems

2007

基于多DSP的遥感图像压缩系统

葛宝珊,李波,王前,张文生

《计算机工程与设计》

2007

模糊分类系统的邻域原理设计算法

刘华富,张文生

《计算机工程与设计》

2007

Design algorithm of fuzzy classification system based on neighborhood theory

Wensheng Zhang

2007

Design of Fuzzy Classification System Based on Massive Sample

Wensheng Zhang

2007

Study on Message Zero-Copy Communication and Protocol among Multi-DSPs

B. Ge, Wensheng Zhang, Yang Zhang, Bo Li

2007 IEEE International Conference on Automation and Logistics

2002

支持向量机中引入后验概率的理论和方法研究

张文生,王珏,戴国忠

《计算机研究与发展》

2001

一种电力系统短期负荷预测的新方法

刘耀年,张文生,张玉霞

《电力系统及其自动化学报》

1999

基于模糊认知图的因果推理

苗原,张文生,李实,孙增圻

《模式识别与人工智能》

预印本

2026

Constructing and Evaluating Clinical Reasoning Trajectories for Medical Agent

Yunqi Zhu, Wen Tang, Jinghao Niu, Wensheng Zhang, Xuebing Yang

arXiv preprint

2026

Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery

Yuxun Qu, Minyu Zhou, Yongqiang Tang, Chenyang Zhang, Wensheng Zhang

arXiv preprint

2026

Wan-R1: Verifiable-Reinforcement Learning for Video Reasoning

Ming Liu, Yunbei Zhang, Shilong Liu, Liwen Wang, Wensheng Zhang

arXiv preprint

2026

GradMAP: Faster Layer Pruning with Gradient Metric and Projection Compensation

Hao Liu, Guangyan Li, Wensheng Zhang, Yongqiang Tang

arXiv preprint

2026

Task-Specific Prompt with Global Context for Multi-Task Graph Pre-Training

Zhiyang Qiu, Yangtao Wang, Xiaocui Li, Yanzhao Xie, Siyuan Chen, Wensheng Zhang

arXiv preprint

2025

Is your multimodal large language model a good science tutor?

Ming Liu, Liwen Wang, Wensheng Zhang

arXiv preprint

2025

Dual-Distilled Heterogeneous Federated Learning with Adaptive Margins for Trainable Global Prototypes

Fatema Siddika, Md Anwar Hossen, Wensheng Zhang, Anuj Sharma, Juan Pablo Muñoz, Ali Jannesari

arXiv preprint

2025

Is Your Video Language Model a Reliable Judge?

Ming Liu, Wensheng Zhang

arXiv preprint

2025

On the robustness of multimodal language model towards distractions

Ming Liu, Hao Chen, Jindong Wang, Wensheng Zhang

arXiv preprint

2025

Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving

Ming Liu, Siyuan Liang, Koushik Howlader, Liwen Wang, Dacheng Tao, Wensheng Zhang

arXiv preprint

2025

Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework

Jiasheng Xu, Mingda Li, Yongqiang Tang, Peijie Wang, Wensheng Zhang

arXiv preprint

2025

MGAA: Multi-Granular Adaptive Allocation fof Low-Rank Compression of LLMs

Guangyan Li, Yongqiang Tang, Wensheng Zhang

arXiv preprint

2025

On Fairness of Unified Multimodal Large Language Model for Image Generation

Ming Liu, Hao Chen, Jindong Wang, Liwen Wang, Bhiksha Raj Ramakrishnan, Wensheng Zhang

arXiv preprint

2025

Reasoning Multimodal Large Language Model: Data Contamination and Dynamic Evaluation

Ming Liu, Wensheng Zhang

arXiv preprint

2024

LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models

Guangyan Li, Yongqiang Tang, Wensheng Zhang

arXiv preprint

2024

The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams

Yunqi Zhu, Wen Tang, Huayu Yang, Jinghao Niu, Liyang Dou, Yifan Gu, Yuanyuan Wu, Wensheng Zhang, Ying Sun, Xuebing Yang

arXiv preprint

2024

Gradient Projection For Continual Parameter-Efficient Tuning

Jingyang Qiao, Zhizhong Zhang, Xin Tan, Yanyun Qu, Wensheng Zhang, Zhi Han, Yuan Xie

arXiv preprint

2024

Fair Allocation of Bandwidth At Edge Servers For Concurrent Hierarchical Federated Learning

Md Anwar Hossen, Fatema Siddika, Wensheng Zhang

arXiv preprint

2024

AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery

Yuxun Qu, Yongqiang Tang, Chenyang Zhang, Wensheng Zhang

arXiv preprint

2023

Leveraging Summary Guidance on Medical Report Summarization

Yunqi Zhu, Xuebing Yang, Yuanyuan Wu, Wensheng Zhang

arXiv preprint

2023

Parameter-Efficient Fine-Tuning with Layer Pruning on Free-Text Sequence-to-Sequence Modeling

Yunqi Zhu, Xuebing Yang, Yuanyuan Wu, Wensheng Zhang

arXiv preprint

2023

Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition

Ding Li, Yongqiang Tang, Zhizhong Zhang, Wensheng Zhang

arXiv preprint

2023

Cross-Domain Label Propagation for Domain Adaptation with Discriminative Graph Self-Learning

Lei Tian, Yongqiang Tang, Liangchen Hu, Wensheng Zhang

arXiv preprint

2023

Integrating Homomorphic Encryption and Trusted Execution Technology for Autonomous and Confidential Model Refining in Cloud

Pinglan Liu, Wensheng Zhang

arXiv preprint

2022

Attentive pooling for Group Activity Recognition

Ding Li, Yuan Xie, Wensheng Zhang, Yongqiang Tang, Zhizhong Zhang

arXiv preprint

2022

Towards Practical Privacy-Preserving Solution for Outsourced Neural Network Inference

Pinglan Liu, Wensheng Zhang

arXiv preprint

2022

Constrained Maximum Cross-Domain Likelihood for Domain Generalization

Jianxin Lin, Yongqiang Tang, Junping Wang, Wensheng Zhang

arXiv preprint

2022

Mitigating Both Covariate and Conditional Shift for Domain Generalization

Jianxin Lin, Yongqiang Tang, Junping Wang, Wensheng Zhang

arXiv preprint

2022

Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization

Ding Li, Xuebing Yang, Yongqiang Tang, Chenyang Zhang, Wensheng Zhang

arXiv preprint

2022

Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network

Yajing Liu, Zhengya Sun, Wensheng Zhang

arXiv preprint

2022

Variational Distillation for Multi-View Learning

Xudong Tian, Zhizhong Zhang, Cong Wang, Wensheng Zhang, Yanyun Qu, Lizhuang Ma, Zongze Wu, Yuan Xie, Dacheng Tao

arXiv preprint

2022

Deep Multi-View Semi-Supervised Clustering with Sample Pairwise Constraints

Rui Chen, Yongqiang Tang, Wensheng Zhang, Wenlong Feng

arXiv preprint

2021

Multi-scale 2D Representation Learning for weakly-supervised moment retrieval

Ding Li, Rui Wu, Yongqiang Tang, Zhizhong Zhang, Wensheng Zhang

arXiv preprint

2021

TEE-based Selective Testing of Local Workers in Federated Learning Systems

Wensheng Zhang, Trent Muhr

arXiv preprint

2020

Robust Locality-Aware Regression for Labeled Data Classification

Liangchen Hu, Wensheng Zhang

arXiv preprint

2020

Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image

Yehui Yang, Fangxin Shang, Binghong Wu, Dalu Yang, Lei Wang, Yanwu Xu, Wensheng Zhang, Tianzhu Zhang

arXiv preprint

2020

Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning

Lei Tian, Yongqiang Tang, Liangchen Hu, Zhida Ren, Wensheng Zhang

arXiv preprint

2019

Instance Scale Normalization for image understanding

Zewen He, He Huang, Yudong Wu, Guan Huang, Wensheng Zhang

arXiv preprint

2018

Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control

JunPing Wang, WenSheng Zhang, Ian Thomas, ShiHui Duan, YouKang Shi

arXiv preprint

2018

Industrial Big Data Analytics: Challenges, Methodologies, and Applications

JunPing Wang, WenSheng Zhang, YouKang Shi, ShiHui Duan, Jin Liu

arXiv preprint

2018

Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces

Haifang Li, Yingce Xia, Wensheng Zhang

arXiv preprint

2017

Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks

Yehui Yang, Tao Li, Wensi Li, Haishan Wu, Wei Fan, Wensheng Zhang

arXiv preprint

2017

Effective Image Retrieval via Multilinear Multi-index Fusion

Zhizhong Zhang, Yuan Xie, Wensheng Zhang, Qi Tian

arXiv preprint

2017

Robust Kernelized Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization

Yanyun Qu, Jinyan Liu, Yuan Xie, Wensheng Zhang

arXiv preprint

2016

On Unifying Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization

Yuan Xie, Dacheng Tao, Wensheng Zhang, Lei Zhang, Yan Liu, Yanyun Qu

arXiv preprint

2015

A New Low-Rank Tensor Model for Video Completion

Wenrui Hu, Dacheng Tao, Wensheng Zhang, Yuan Xie, Yehui Yang

arXiv preprint

2015

Weighted Schatten $p$-Norm Minimization for Image Denoising and Background Subtraction

Yuan Xie, Shuhang Gu, Yan Liu, Wangmeng Zuo, Wensheng Zhang, Lei Zhang

arXiv preprint

2014

Distortion-driven Turbulence Effect Removal using Variational Model

Yuan Xie, Wensheng Zhang, Dacheng Tao, Wenrui Hu, Yanyun Qu, Hanzi Wang

arXiv preprint

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