科研成果


学院教师第一作者/通信作者发表的部分SCI、EI论文一览表(2021-2025)

序号

论文题目

第一作者/通信作者

收录类别

1

SDA-Det: A Subpixel-aware Dual-domain Artifact Detector for AI-generated Image Detection

卢佩

SCI

2

Adversarial Attack Method based on Reconstructed Data and Surrogate Model

卢佩

SCI

3

Parameter Efficient Asymmetric Feature Pyramid for Early Wildfire Detection

程小辉

SCI

4

Short-Term Road Traffic Flow Prediction Based on the KAN- 2 CNN-BiLSTM Model with Spatio-Temporal Feature Integra- 3 tion

杨祥

SCI

5

Load-Balanced Task Offloading Scheme for Vehicular Edge Computing Networks

邱斌

SCI

6

CaneFocus-Net: A Sugarcane Leaf Disease Detection Model Based on Adaptive Receptive Field and Multi-Scale Fusion

杨祥

SCI

7

MSRA-Net: A Multi-Task Learning Model for Soil Texture Prediction with Dynamic Weighting and Prior Knowledge Soft Constraints

邓昀

SCI

8

A Range Query Method with Data Fusion in Two-Layer Wire-Less Sensor Networks

陈守学

SCI

9

Rapid Prediction of Soil Available Potassium Using Hyperspectral Data and Convolutional Neural Networks

邓昀

SCI

10

BiAEImpute: A Robust Bidirectional Autoencoder Framework for High-fidelity Dropout Imputation in Single-cell Transcriptomics

张奕

SCI

11

YOLO-RP: A Lightweight and Efficient Detection Method for Small Rice Pests in Complex Field Environments

杨祥

SCI

12

Lightweight Pest Object Detection Model for Complex Economic Forest Tree Scenarios

程小辉

SCI

13

A Trailer-detention-constrained Multi-trailer Drop-and-pull Container Drayage Problem with Flexible Service Starting Time and Time Windows

王德成

SCI

14

Two-echelon Container Drayage with Multiple Transportation Modes and Overall-network Time Interdependence

王德成

SCI

15

READ3D-Net: Residual Autoencoder and GAN-Based 3-D Convolutional Network for Anomaly Detection

梁应毅,

SCI

16

Federated Deep Reinforcement Learning-based Task Offloading Strategy with Game Theory in Vehicular Edge Computing

邓酩

SCI

17

YOLO-AWK: A Model for Injurious Birds Detection in Complex Farmland Environments

杨祥

SCI

18

Research on Resource Reservation Strategy for Edge Federation

叶恒舟

SCI

19

Residual Attention Network with Atrous Spatial Pyramid Pooling for Soil Element Estimation in LUCAS Hyperspectral Data

邓昀

SCI

20

Handwritten W-Net for High-Frequency Guided Single-Image Super-Resolution

杨祥

SCI

21

A Multi-Level Speed Guidance Cooperative Approach Based on Bidirectional Periodic Green Wave Coordination Under Intelligent and Connected Environment

董路熙

SCI

22

BGMDB: A Curated Database Linking Gut Microbiota Dysbiosis to Brain Disorders

石凯

SCI

23

PbImpute: Precise Zero Discrimination and Balanced Imputation in Single-Cell RNA Sequencing Data

张奕

SCI

24

Hyperspectral Inversion Model of Forest Soil Organic Matter Based on PCA-DBO-SVR

邓昀

SCI

25

Deep Learning Powered Single-cell Clustering Framework with Enhanced Accuracy and Stability

张奕

SCI

26

Mobility-Aware User Association and Computation Offloading in Ultra-Dense Networks

邱斌

SCI

27

Satisfaction-Based Optimal Lane Change Modelling of Mixed Traffic Flow and Intersection Vehicle Guidance Control Method in an Intelligent and Connected Environment

董路熙

SCI

28

Privacy-Preserving Approach to Edge Federated Learning Based on Blockchain and Fully Homomorphic Encryption

邓昀

SCI

29

Multi-Object Tracking with Predictive Information Fusion and Adaptive Measurement Noise

程小辉

SCI

30

Enhanced Hyperspectral Forest Soil Organic Matter Prediction Using a Black-Winged Kite Algorithm-Optimized Convolutional Neural Network and Support Vector Machine

邓昀

SCI

31

CPARI: A novel Approach Combining Cell Partitioning with Absolute and Relative Imputation to Address Dropout in Single-cell RNA-seq Data

张奕

SCI

32

PSO-VMD-Informer: A New Edge Load  Prediction Method

叶恒舟

SCI

33

Offloading Strategy for Forest Monitoring Network Based on Improved Beetle Optimization Algorithm

程小辉

SCI

34

Joint Optimization Algorithm for Latency-Energy and Privacy Combining Discrete Differential Evolution and Convex Optimization

邓昀

SCI

35

Tripartite Game Theory-Based Edge Resource Pricing Approach for Edge Federation

叶恒舟

SCI

36

Deep Reinforcement Learning for Dependent Task Offloading in Multi-Access Edge Computing

叶恒舟

SCI

37

EdgeSim plus plus : A Realistic, Versatile, and Easily Customizable Edge Computing Simulator

陆秋

SCI

38

基于空洞卷积神经网络的红壤有机质含量预测研究

邓昀

SCI

39

MicroHDF: Predicting Host Phenotypes with Metagenomic Data Using A Deep Forest-based Framework

石凯

SCI

40

FCBAFL: An Energy-Conserving Federated Learning Approach in Industrial Internet of Things

邱斌

SCI

41

Somersault Foraging and Elite Opposition-Based Learning Dung Beetle Optimization Algorithm

张大明

SCI

42

Predicting Microbe–disease Association based on Graph Autoencoder and Inductive Matrix Completion with Multi-similarities Fusion

石凯

SCI

43

A Lightweight Model for Detecting Helmet-Wearing of Electric Vehicle Riders on Complex Traffic Roads

杨祥

SCI

44

Federated Learning-Based Channel Estimation for RIS-Aided Communication Systems

邱斌

SCI

45

Design of an Actuator Controller Based on Frequency Feedforward Parameter Compensation

蒋志军

SCI

46

Real-Time UAV Tracking Through Disentangled Representation With Mutual Information Maximization

叶恒舟

SCI

47

Recent Progress of Deep Learning Methods for RBP Binding Sites Prediction on CircRNA

王政锋

SCI

48

Multi-Strategy Fusion Improved Dung Beetle Optimization Algorithm and Engineering Design Application

张大明

SCI

49

Drop-and-pull Container Drayage with Route Balancing and Its Matheuristic Algorithm

王德成

SCI

50

Learning Target-Aware Vision Transformers for Real-Time UAV Tracking

李水旺

SCI

51

Exploring Potential CircRNA Biomarkers for Cancers based on Double-line Heterogeneous Graph Representation Learning

张奕

SCI

52

MMDL-Net: Multi-Band Multi-Label Remote Sensing Image Classification Model

程小辉

SCI

53

Deep Reinforcement Learning-Based Adaptive Computation Offloading and Power Allocation in Vehicular Edge Computing Networks

邱斌

SCI

54

PID Adaptive Feedback Motor System Based on Neural Network

陆玉芳

SCI

55

A Traffic Flow Prediction Method based on Constrained Dynamic Graph Convolutional Recurrent Networks

肖洪祥

SCI

56

Empowering Graph Neural Networks with Block-Based Dual Adaptive Deep Adjustment for Drug Resistance-Related NcRNA Discovery

张奕

SCI

57

A Cost-sensitive Deep Neural Network-based Prediction Model for the Mortality in Acute Myocardial Infarction Patients with Hypertension on Imbalanced Data

郑辉林

SCI

58

OAS Deep Q-Learning-Based Fast and Smooth Control Method for Traffic Signal Transition in Urban Arterial Tidal Lanes

董路熙

SCI

59

Fine-Grained Butterfly Classification Based on Multi-Feature Enhancement

金红

SCI

60

Drop-and-pull Container Drayage with Flexible Assignment of Work Break for Vehicle Drivers

王德成

SCI

61

A High Aperture Efficiency and Wideband Transmitarray Antenna Using Novel Double C-Shaped Elements

赵加宁

SCI

62

GCN-Based Heterogeneous Complex Feature Learning to Enhance Predictability for LncRNA-Disease Associations

张奕

SCI

63

Power-Aware User Association and Renewable Energy Configuration for the Optimized On-Grid Energy in Hybrid-Energy Heterogeneous Cellular Networks

邱斌

SCI

64

A Feature Fusion-based Attention Graph Convolutional Network for 3D Classification and Segmentation

杨呈永

SCI

65

改进时间卷积网络的红壤有机质高光谱预测模型

邓昀

SCI

66

Modelling Method on Dynamic Optimal Setting and Associated Control for Intermittent Bus Lane

谢晓兰

SCI

67

Development of Steady Aiming System Based on Kalman Filter and Coordinate Transformation

陆玉芳

SCI

68

Multi-Strategy Fusion Improved Adaptive Hunger Games Search

张大明

SCI

69

Lightweight Image Super-resolution Reconstruction based on Inverted Residual Attention Network

卢佩

SCI

70

Traffic Flow Prediction Based on Information Aggregation and Comprehensive Temporal-Spatial Synchronous Graph Neural Network

程小辉

SCI

71

A Game based Approach for Cloudlet Resource Pricing for Cloudlet Federation

叶恒舟

SCI

72

A Collaborative Method on Reversible Lane Clearance and Signal Coordination Control in Associated Intersection

谢晓兰

SCI

73

Collaborative Optimization Method for Multi-Train Energy-Saving Control with Urban Rail Transit Based on DRLDA Algorithm

董路熙

SCI

74

Title: Study and Design of Privacy-Preserving Range Query Protocol in Sensor Networks Based on the Integration Reversal 0-1 Encoding with Bloom Filter

邓昀

SCI

75

Identifying Microbe-Disease Association based on Graph Convolutional Attention Network: Case Study of Liver Cirrhosis and Pilepsy

石凯

SCI

76

CBLA_PM: An Improved Ann-based Power Consumption Prediction Algorithm for Multi-type Jobs on Heterogeneous Computing Server

敬超

SCI

77

Resource Pricing Model Based on Double Auction for the Cloudlet Federation

叶恒舟

EI核心

78

Research on Singular Value  Decomposition Recommendation  Algorithm Based on Data Filling

刘亚荣

EI核心

79

Learning Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking

李水旺

EI核心

80

Short-term Forecast of Agricultural Prices Using CNN+LSTM

叶恒舟

EI核心

81

Conditional Denoising Diffusion Implicit Model for Speech Enhancement

杨呈永

EI核心

82

基于深度强化学习的车载边缘计算功率分配方法

邱斌

EI核心

83

基于改进 VMD 与熵值特征融合的滚动轴承故障特征提取方法

刘亚荣

EI核心

84

A Lightweight Remote Sensing Image Detection Model With Feature Aggregation Diffusion Network

程小辉

EI核心

85

STAR-RIS辅助的多用户MISO安全通信联合波束成形优化

邱斌

EI核心

86

Deep Learning-based Mortality Prediction of COVID-19 Patients with Cardiovascular Disease

郑辉林

EI核心

 

学院教师获得授权的部分发明专利一览表(2021-2025)

序号

专利名称

专利状态

第一发明人

授权公告日

1

一种基于轻量级密码PRESENT的微服务通信加密方法

专利授权

谢晓兰

2025-12-16

2

一种面向云数据中心的通信开销最优化方法

专利授权

敬超

2025-12-09

3

一种基于超图的任务调度和数据传输方法

专利授权

敬超

2025-12-09

4

一种基于 MMoE-LSTM 的柴油机氮氧化物排放预测方法

专利授权

邱斌

2025-11-11

5

带陷波滤波器的软件锁相环算法

专利授权

邓昀

2025-11-11

6

一种基于I-YOLOF的透明容器液体含量检测方法

专利授权

叶恒舟

2025-11-07

7

一种基于模拟退火BATA算法的弹性甩挂接驳运输系统

专利授权

王德成

2025-10-14

8

一种基于云端的Tina R329增量学习与自动模型部署方法

专利授权

谢晓兰

2025-10-10

9

一种面向无线供能边缘计算网络的资源分配方法

专利授权

敬超

2025-10-03

10

基于敏感分级信息熵的匿名方法

专利授权

张攀峰

2025-09-02

11

一种含有易燃标识的物品检测方法、装置、介质和设备

专利授权

谢晓兰

2025-08-15

12

一种可控湿度环境的碎石土直剪仪-发明

专利授权

杨琴

2025-08-15

13

基于双重注意力机制的轻量级图像超分辨率重建方法

专利授权

卢佩

2025-06-13

14

一种具有显示功能的纸张计数系统

专利授权

刘亚荣

2025-03-04

15

一种基于图卷积神经网络和node2vec的circRNA-疾病关联关系预测方法

专利授权

张奕

2025-02-21

16

一种基于生物实体图的异构图Transformer进行miRNA与疾病关联预测的方法

专利授权

谢晓兰

2025-01-10

17

一种人脸识别的混合扰动差分隐私保护方法

专利授权

张攀峰

2024-11-22

18

一种基于蝙蝠算法的图像聚类分割方法

专利授权

金红

2024-11-15

19

一种基于空间多尺度重构的海洋实时渲染系统方法

专利授权

谢晓兰

2024-08-13

20

一种基于灰度关联法模糊聚类算法的桉树土壤肥力分析方法

专利授权

程小辉

2024-08-09

21

一种面向异构多核处理器的混合式任务调度方法

专利授权

程小辉

2024-05-24

22

一种基于改进U-Net网络的视网膜图像血管分割方法

专利授权

黎辛晓

2024-04-19

23

一种基于深度迁移学习的肺炎X胸片分类识别方法

专利授权

李新

2024-04-16

24

一种具有差分隐私保护的联邦学习模型训练方法

专利授权

谢晓兰

2024-04-05

25

一种基于深度学习及声音识别的机器设备状态监测系统

专利授权

刘亚荣

2024-04-05

26

一种基于人工经验及声音识别的机器设备故障诊断方法

专利授权

刘亚荣

2024-04-05

27

ACCESSORY ORDER GENERATING SYSTEMBASED ON CUSTOMIZATION

专利授权

谢晓兰

2024-02-28

28

一种多CPU/GPU异构服务器集群的低能耗作业调度方法

专利授权

敬超

2024-02-06

29

COMMENT DIGGING SYSTEM FORELECTRONIC PRODUCTS BASED ON NEURALNETWORK

专利授权

谢晓兰

2024-01-29

30

DRUG INTERACTION PREDICTION METHODBASED ON DS EVIDENCE THEORY

专利授权

谢晓兰

2024-01-29

31

一种面向OPM模式的智造业可视化服务平台

专利授权

谢晓兰

2023-12-22

32

一种污水处理多故障诊断系统及方法

专利授权

刘亚荣

2023-10-13

33

一种基于改进向量空间模型的电子产品CTO 订单聚类方法

专利授权

谢晓兰

2023-09-11

34

一种基于积神经网络的人脸识别智能签收系统

专利授权

谢晓兰

2023-09-11

35

一种基于长短期偏好融合的图神经网络推荐方法

专利授权

谢晓兰

2023-09-11

36

一种基于 LOF 算法的个性化定制订单异常检测系统

专利授权

谢晓兰

2023-09-11

37

一种基于深度学习的微型化学实验系统及方法

专利授权

谢晓兰

2023-08-18

38

一种儿童 DR 摄影辅助车及方法

专利授权

陈文鹏

2023-08-15

39

一种基于引力搜索算法的地聚物混凝土配合比方法

专利授权

张大明

2023-08-11

40

一种发射光谱摄谱仪中的固体粉末进样方法

专利授权

刘亚荣

2023-08-11

41

一种基于随机森林的网络入侵检测方法

专利授权

刘亚荣

2023-06-27

42

一种面向服务组合的约束强度感知的QoS约束分解方法

专利授权

叶恒舟

2023-06-27

43

一种固体粉末进样系统

专利授权

刘亚荣

2023-05-30

44

一种多CPU/GPU异构服务器的功耗控制方法

专利授权

敬超

2023-05-05

45

一种基于协作干扰和人工噪声的车载物理层安全传输方法

专利授权

邱斌

2023-03-14

46

一种面向云计算任务调度的改进粒子群算法

专利授权

谢晓兰

2022-11-11

47

一种基于双缓存区AoI感知的物联网数据收集方法

专利授权

叶恒舟

2022-07-19

48

一种基于深度学习的智能家居系统

专利授权

谢晓兰

2022-06-17

49

一种基于人脸面部特征识别技术的在线通行系统

专利授权

谢晓兰

2022-05-31

50

AN URBAN SOUND CLASSIFICATION METHOD BASED ON IMPROVED DEEP RESIDUAL NETWORK

专利授权

刘亚荣

2022-05-25

51

一种车载无线控制系统

专利授权

邱斌

2022-01-28

52

一种PLC微通信网络通信信号智能隔离方法

专利授权

金红

2021-10-29

53

一种绝缘寿命试验介质损耗因数的实时在线测量方法

专利授权

金红

2021-04-09

54

自动指纹分类方法

专利授权

刘汉英

2021-04-09

55

一种用于WiFi人体行为识别中的跳变现象纠正方法

专利授权

邓昀

2021-04-06


学院教师获科技奖一览表(2021-2025)

序号

成果名称

成果等级

主要完成人

时间

1

基于信任的“端-边-云”协同计算与服务调度关键技术与应用

广西科技进步奖二等奖

谢晓兰

2024

2

多维数据智能感知及协同处理关键技术研发与应用

广西科技进步二等奖

邱斌

2023

3

专业相机手持稳定器关键技术及应用

广西科技进步奖二等奖

程小辉

2022

 

 




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