周刚｜新疆大学｜学者主页

2026

大语言模型与知识图谱协同驱动的知识推理技术研究综述

夏毅，周刚，张凯翔，兰明敬，李珠峰，苏本容，贺浩峰，冯世忠

《计算机科学》

2026

WTNet-YOLO：结合离散小波变换与Transformer的棉田害虫检测算法

刘江涛，周刚，刘浩南，王佳佳，贾振红

《计算机工程与应用》

2026

基于条件化双网络的红外与可见光图像光照自适应融合

王熔硕，王佳佳，贾振红，周刚

《计算机科学》

2026

针对图文模态间实体对齐的目标实体情感分类

张添植，周刚，张爽，陈静，黄宁博，吴皓

《计算机工程》

DOI

2026

CCKB：面向中文泛领域的大规模因果知识库构建与评价

李顺航，周刚，陈静，李志博，黄宁博，皮乾坤

《中文信息学报》

2026

Video Desnowing Network Based on Transformer with Bidirectional Temporal

Mengzhen Xue, Tianhao Xue, Runlin He, Weidong Zhao, Gang Zhou, Yajun Liu

Communications in computer and information science

DOI

2026

Transformer-Based Bidirectional Propagation Network for Video Desnowing

Mengzhen Xue, Runlin He, Wanli Zhao, Li Zhang, Gang Zhou, Yajun Liu

Lecture notes in computer science

DOI

2026

A Three-Dimensional Novel View Synthesis Method Based on Vision Transformer and Dual Residual Branches

YiXin Chen, YongXiang Wang, Gang Zhou, Yajun Liu

DOI

2026

MHBA-TransUNet: Shallow–Deep Collaborative RGB–DSM Fusion with Hybrid Bidirectional Attention for High-Resolution Remote Sensing Semantic Segmentation

Tanghong Yuan, Wu Le, Ming Lv, Zhenhong Jia, Jiajia Wang, Gang Zhou, Sensen Song, Tingji Han

Remote Sensing

DOI

2026

Task-Specific Multi-branch Network: Toward Image Restoration Under Multiple Weather Conditions

Yulong Zhao, Gang Zhou, Yajun Liu, Yanyun Zhou, L H Zhang

Communications in computer and information science

DOI

2026

TriMamba-UNet: A Lightweight Multi-branch U-Net with Wavelet-Enhanced Mamba for Medical Image Segmentation

Zifang Zhao, Jiaqing Mo, Gang Zhou, JiaJian Hao

Lecture notes in computer science

DOI

2026

Source-Free Cross-domain Knowledge Distillation for Nighttime Hazy Tracking

LingHui Ma, QiMu Su, YuWei Feng, Gang Zhou, Yajun Liu

Lecture notes in computer science

DOI

2026

PGCNet: A Prototype-Guided Network for Few-Shot Pest Counting

Tong Liu, Gang Zhou, Yajun Liu, Zhenhong Jia

Lecture notes in computer science

DOI

2026

Fast Video Desnowing with Tri-Branch Spatio-Temporal Mixing

Weidong Zhao, Gang Zhou, Yajun Liu, Yanyun Zhou, L H Zhang

Communications in computer and information science

DOI

2026

WeedsDetectNet: A green attention and adaptive joint feature fusion network for weed detection in agricultural fields

Baoquan Ge, Zhenhong Jia, Ao Guo, Wei Chen, Jiajia Wang, Sensen Song, Gang Zhou

Crop Protection

DOI

2026

AGL-Net: An Attention-Guided Lightweight Network with Pruning and Distillation for Cotton Disease Detection

Peng Ouyang, Le Wu, Zhenhong Jia, Jiajia Wang, Gang Zhou, Ting Chen

International Conference on Computer and Communication Systems (ICCCS)

DOI

2026

Research on Field Weed Target Detection Algorithm Based on Deep Learning

Ziyang Chen, Le Wu, Zhenhong Jia, Jiajia Wang, Gang Zhou, Zhensen Zhang

Sensors

DOI

2026

Small-Target Pest Detection Model Based on Dynamic Multi-Scale Feature Extraction and Dimensionally Selected Feature Fusion

Junjie Li, Wu Le, Zhenhong Jia, Gang Zhou, Jiajia Wang, Guohong Chen, Yang Wang, Yani Guo

Applied Sciences

DOI

2026

SPDGS: Spatial Pruning and Depth Priors for Sparse-View 3D Gaussian Splatting

YongXiang Wang, Gang Zhou

Lecture notes in computer science

DOI

2026

TSF-DETR: Two-Stage Frequency-Domain Enhancement DETR for Small Object Detection in Remote Sensing

Yingjie Hu, Wu Le, Ming Lv, Zhenhong Jia, Jiajia Wang, Gang Zhou, Sensen Song, Faquan Song

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2026

Remote Sensing Object Detection Based on Detail-Semantic Decoupling and Multiscale Coordinate-Guided Semantic Enhancement

Faquan Song, Wu Le, Ming Lv, Zhenhong Jia, Jiajia Wang, Gang Zhou, Sensen Song, Yingjie Hu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

A Fog Text Detection Network with Visual-Language Models and Fog Feature Decoupling

Gang Zhou, Zhaoxi Liu, Jiakun Tian, Xinyi Chen, Li Zhang, Zhenhong Jia

Lecture notes in computer science

DOI

2026

Stereo3D-NeRF: Generating 3D Visualizations with Paired Stereoscopic Views

YongXiang Wang, Gang Zhou, Wei Liu, Yang Zhou

Lecture notes in computer science

DOI

2026

Class-Conditional Validation-Weighted Ensembling for Few-Shot Agricultural Pest Counting on Sticky Traps

Jian Lu, Hongchen Zhang, Qingkuo Gao, Xurong Chen, Gang Zhou

DOI

2026

COMPLX-YOLO: A Novel YOLOv11-Based Framework for Mosquito Object Detection in Complex Backgrounds

Jinfa Zhong, Zhenguo Gao, Li Zhang, Gang Zhou

DOI

2025

基于深度学习的信息传播微观预测综述

黄宁博，周刚，章梦礼，张萌，朱秀宝

《中文信息学报》

2025

A Joint Detection Network for Snowy Weather with Image Recovery and Domain Adaptation

Gang Zhou, Zhong Wang, Mengzhen Xue, Sen Yang, Yanyun Zhou, Jiaqing Mo

DOI

2025

Change Detection of Wide-Field-of-View Video Images in Foggy Weather Based on Graph Structure Similarity Metrics

Yankai Cao, Zhenhong Jia, Jiajia Wang, Gang Zhou

International Conference on Information Science, Electrical and Automation Engineering (ISEAE)

DOI

2025

Small Target Insect Detection Based on Improved YOLOv8n

Jianyu Shi, Yuan Jia, Gang Zhou, Jiajia Wang, Zhenhong Jia

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

An enhanced segmentation network built upon the you only look once framework for precise weed recognition in early-stage cotton

Peng Qin, Jiajia Wang, Zhenhong Jia, Gang Zhou, Wei Chen

Engineering Applications of Artificial Intelligence

DOI

2025

FDRW-Net: A feature dynamic reweighting network for cotton disease detection in natural scenes

Peng Ouyang, Jiajia Wang, Gang Zhou, Ting Chen, Hui Zhao, Zhenhong Jia

Computers and Electronics in Agriculture

DOI

2025

An Azimuth Ambiguity Suppression Method for SAR Based on Time-Frequency Joint Analysis

Gang Zhou, Ze Yu, Xian-Xun Yao, Jin-Dong Yu

Remote Sensing

DOI

2025

Enhancing few-shot object detection via visual–semantic calibration and dual-localization refinement

Hongxia Wang, Liqiang Wang, Gang Zhou

The Visual Computer

DOI

2024

基于孪生Transformer的双时相遥感影像变化检测方法

刘莺迎，周刚

《遥感信息》

2024

基于文本和图像门控融合机制的多模态方面级情感分析

张添植，周刚，刘洪波，刘铄，陈静

《计算机科学》

2024

基于多关系视图轴向注意力的文档级关系抽取

吴皓，周刚，卢记仓，刘洪波，陈静

《计算机科学》

2024

社交媒体虚假信息检测研究综述

陈静，周刚，李顺航，郑嘉丽，卢记仓，郝耀辉

《计算机科学》

2024

一种基于联合预测的简历实体识别方法

黄康洲，周刚，范永胜

《人工智能科学与工程》

2024

BD-YOLO: Optimising Insect Imbalance Data Detection Models

Jian–Yi Wang, Zhenhong Jia, Gang Zhou, Jia–Jia Wang

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2024

Joint Image Restoration For Domain Adaptive Object Detection In Foggy Weather Condition

Jing Ma, Lin Meng, Gang Zhou, Zhenhong Jia

Proceedings - International Conference on Image Processing

DOI

2024

Target detection algorithm with wide field of view in foggy weather based on improved CSLBP operator

Xiya Lian, Zhenhong Jia, Gang Zhou, Jiajia Wang, Sensen Song, Xiaohui Xiao, Fei Shi

International Conference on Image Processing and Intelligent Control (IPIC)

DOI

2024

Multi-task contrastive learning for change detection in remote sensing images

Yingying Liu, Gang Zhou

Remote Sensing Letters

DOI

2024

Laddering vision foundation model for remote sensing image change detection

Yingying Liu, Gang Zhou

Journal of Applied Remote Sensing

DOI

2023

文档级关系抽取技术研究综述

祝涛杰，卢记仓，周刚，丁肖摇，王凌，朱秀宝

《计算机科学》

2023

增强实体表示的文档级关系抽取方法研究

丁肖摇，周刚，卢记仓，陈静

《计算机科学》

2023

基于深度哈希学习的知识库问答检索框架

刘铄，周刚，李珠峰，吴皓

《计算机科学》

2023

类型增强的时态知识图谱表示学习模型

何鹏，周刚，陈静，章梦礼，宁原隆

《计算机研究与发展》

2023

基于增强序列标注策略的单阶段联合实体关系抽取方法

朱秀宝，周刚，陈静，卢记仓，向怡馨

《计算机科学》

2022

基于竞赛驱动的案例式大数据挖掘实践教学模式

陈静，周刚，张凯翔

《计算机教育》

2022

一种融合关系路径与实体描述信息的知识图谱表示学习方法

宁原隆，周刚，卢记仓，杨大伟，张田

《计算机研究与发展》

2022

融合HowNet和词林信息含量的词语相似度计算

陈靖元，周刚，卢记仓

《小型微型计算机系统》

2022

特殊天气条件下的目标检测方法综述

林猛，周刚，杨亚伟，石军

《计算机工程与应用》

2022

可解释的知识图谱推理方法综述

夏毅，兰明敬，陈晓慧，罗军勇，周刚，何鹏

《网络与信息安全学报》

2022

Skew Distribution NMS Algorithm for Text Detection in Natural Scenes

Gang Zhou, Youwei Yang, Jiaqing Mo, Qiuling Liu

DOI

2020

基于Zipf's共生矩阵分解的开放域事件向量计算方法

高李政，周刚，黄永忠，罗军勇，王树伟

《计算机科学》

2020

基于深度学习的车辆目标检测算法研究

周刚

《重庆交通大学》

2019

元事件抽取研究综述

高李政，周刚，罗军勇，兰明敬

《计算机科学》

2019

基于Cascade R-CNN的车辆目标检测方法

周刚

《内燃机与配件》

DOI

2019

集成学习在短文本分类中的应用研究

王国薇，黄浩，周刚，胡英

《现代电子技术》

DOI

2019

基于生成对抗网络的恶意软件对抗样本生成综述

王树伟，周刚，巨星海，陈靖元

《信息工程大学学报》

2019

一种改进的混合多因子推荐算法

夏景明，周刚，谈玲，李冲

《现代电子技术》

DOI

2019

改进的随机森林分类器网络入侵检测方法

夏景明，李冲，谈玲，周刚

《计算机工程与设计》

DOI

2018

一种基于迁移学习及多表征的微博立场分析方法

周艳芳，周刚，鹿忠磊

《计算机科学》

2016

一种多义词词向量计算方法

曾琦，周刚，兰明敬，王濛

《小型微型计算机系统》

2016

一种半监督的局部扩展式重叠社区发现方法

陈俊宇，周刚，南煜，曾琦

《计算机研究与发展》

2014

一种采用邻居投票机制的重叠社区发现方法

陈俊宇，周刚，熊小兵

《小型微型计算机系统》

2012

MB-SinglePass:基于组合相似度的微博话题检测

周刚，邹鸿程，熊小兵，黄永忠

《计算机科学》

2010

航空成像设备自动调焦方法

周九飞，翟林培，周刚，冷雪，陈浠惠

《光学学报》

2010

基于MMP三角曲面测地线算法研究

周刚，邬义杰，宋德玉，李岸

《中国图象图形学报》

2010

相对角度直方图聚类在3维模型检索中的应用

郭竞，冯筠，叶豪盛，周刚

《中国图象图形学报》

2009

基于人眼感知特性的亮度系数压缩方法

喻莉，郭姗，徐士麟，周刚，李荣

《中国图象图形学报》

2008

基于Z-map模型的加工区域边界抽取算法研究

周刚，邬义杰，潘晓弘

《中国图象图形学报》

2004

一种基于自适应块拼接的纹理合成方法

周刚，彭群生

《计算机工程与科学》

精选作品

期刊论文

大语言模型与知识图谱协同驱动的知识推理技术研究综述

WTNet-YOLO：结合离散小波变换与Transformer的棉田害虫检测算法

基于条件化双网络的红外与可见光图像光照自适应融合

针对图文模态间实体对齐的目标实体情感分类

CCKB：面向中文泛领域的大规模因果知识库构建与评价

Video Desnowing Network Based on Transformer with Bidirectional Temporal

Transformer-Based Bidirectional Propagation Network for Video Desnowing

A Three-Dimensional Novel View Synthesis Method Based on Vision Transformer and Dual Residual Branches

MHBA-TransUNet: Shallow–Deep Collaborative RGB–DSM Fusion with Hybrid Bidirectional Attention for High-Resolution Remote Sensing Semantic Segmentation

Task-Specific Multi-branch Network: Toward Image Restoration Under Multiple Weather Conditions

TriMamba-UNet: A Lightweight Multi-branch U-Net with Wavelet-Enhanced Mamba for Medical Image Segmentation

Source-Free Cross-domain Knowledge Distillation for Nighttime Hazy Tracking

PGCNet: A Prototype-Guided Network for Few-Shot Pest Counting

Fast Video Desnowing with Tri-Branch Spatio-Temporal Mixing

WeedsDetectNet: A green attention and adaptive joint feature fusion network for weed detection in agricultural fields

AGL-Net: An Attention-Guided Lightweight Network with Pruning and Distillation for Cotton Disease Detection

Research on Field Weed Target Detection Algorithm Based on Deep Learning

Small-Target Pest Detection Model Based on Dynamic Multi-Scale Feature Extraction and Dimensionally Selected Feature Fusion

SPDGS: Spatial Pruning and Depth Priors for Sparse-View 3D Gaussian Splatting

TSF-DETR: Two-Stage Frequency-Domain Enhancement DETR for Small Object Detection in Remote Sensing

Remote Sensing Object Detection Based on Detail-Semantic Decoupling and Multiscale Coordinate-Guided Semantic Enhancement

A Fog Text Detection Network with Visual-Language Models and Fog Feature Decoupling

Stereo3D-NeRF: Generating 3D Visualizations with Paired Stereoscopic Views

Class-Conditional Validation-Weighted Ensembling for Few-Shot Agricultural Pest Counting on Sticky Traps

COMPLX-YOLO: A Novel YOLOv11-Based Framework for Mosquito Object Detection in Complex Backgrounds

基于深度学习的信息传播微观预测综述

A Joint Detection Network for Snowy Weather with Image Recovery and Domain Adaptation

Change Detection of Wide-Field-of-View Video Images in Foggy Weather Based on Graph Structure Similarity Metrics

Small Target Insect Detection Based on Improved YOLOv8n

An enhanced segmentation network built upon the you only look once framework for precise weed recognition in early-stage cotton

FDRW-Net: A feature dynamic reweighting network for cotton disease detection in natural scenes

An Azimuth Ambiguity Suppression Method for SAR Based on Time-Frequency Joint Analysis

Enhancing few-shot object detection via visual–semantic calibration and dual-localization refinement

基于孪生Transformer的双时相遥感影像变化检测方法

基于文本和图像门控融合机制的多模态方面级情感分析

基于多关系视图轴向注意力的文档级关系抽取

社交媒体虚假信息检测研究综述

一种基于联合预测的简历实体识别方法

BD-YOLO: Optimising Insect Imbalance Data Detection Models

Joint Image Restoration For Domain Adaptive Object Detection In Foggy Weather Condition

Target detection algorithm with wide field of view in foggy weather based on improved CSLBP operator

Multi-task contrastive learning for change detection in remote sensing images

Laddering vision foundation model for remote sensing image change detection

文档级关系抽取技术研究综述

增强实体表示的文档级关系抽取方法研究

基于深度哈希学习的知识库问答检索框架

类型增强的时态知识图谱表示学习模型

基于增强序列标注策略的单阶段联合实体关系抽取方法

基于竞赛驱动的案例式大数据挖掘实践教学模式

一种融合关系路径与实体描述信息的知识图谱表示学习方法

融合HowNet和词林信息含量的词语相似度计算

特殊天气条件下的目标检测方法综述

可解释的知识图谱推理方法综述

Skew Distribution NMS Algorithm for Text Detection in Natural Scenes

基于Zipf's共生矩阵分解的开放域事件向量计算方法

基于深度学习的车辆目标检测算法研究

元事件抽取研究综述

基于Cascade R-CNN的车辆目标检测方法

集成学习在短文本分类中的应用研究

基于生成对抗网络的恶意软件对抗样本生成综述

一种改进的混合多因子推荐算法

改进的随机森林分类器网络入侵检测方法

一种基于迁移学习及多表征的微博立场分析方法

一种多义词词向量计算方法

一种半监督的局部扩展式重叠社区发现方法

一种采用邻居投票机制的重叠社区发现方法

MB-SinglePass:基于组合相似度的微博话题检测

航空成像设备自动调焦方法

基于MMP三角曲面测地线算法研究

相对角度直方图聚类在3维模型检索中的应用

基于人眼感知特性的亮度系数压缩方法

基于Z-map模型的加工区域边界抽取算法研究

一种基于自适应块拼接的纹理合成方法

会议论文

多维智慧环境与生成式AI协同驱动的计算机课程教学范式重构与实证研究

基于ADV212和NIOSⅡ的高分辨率图像压缩系统

基于Flash管理的航拍图像压缩存储系统

研究方向