科研成果-桂林理工大学计算机科学与工程学院/人工智能学院

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