论文+专利

论文

2024:

[1]Ming Xie, Hengliang Tan(通讯), Jiao Du, Shuo Yang, Guofeng Yan, Wangwang Li, Jianwei Feng. Eigenspectrum regularisation reverse neighbourhood discriminative learning. IET Computer Vision. 2024, 18(6): 842-858

[2]Jinyu Wen, Feiwei Qin, Jiao Du, Meie Fang（通讯）, Ping Li, Xinhua Wei, and C. L. Philip Chen, MsgFusion: Medical Semantic Guided Two-Branch Network for Multi-Modal Brain Image Fusion, IEEE Transactions on Multimedia (TMM), 26, 944-957,2024.  

[3]Rida Noor, Abdul Wahid, Sibghat Ullah Bazai, Asad Khan（通讯）, Meie Fang（通讯）, DLGAN: Undersampled MRI reconstruction using Deep Learning based Generative Adversarial Network, Biomedical Signal Processing and Control, 93:106218,2024

[4]Jinyu Wen, Asad Khan, Amei Chen, Weilong Peng, Meie Fang, Ping Li and C. L. Philip Chen. High-Quality Fusion and Visualization for MR-PET Brain Tumor Images via Multi-Dimensional Features. IEEE Transactions on Image Processing, May 2024, published online.

[5]Feiwei Qin, Gaoyang Zhan, Meie Fang（通讯）, C. L. Philip Chen, and Ping Li, VGNet: Multimodal Feature Extraction and Fusion Network for 3D CAD Model Retrieval. IEEE Transactions on Multimedia (TMM). Accepted, 2024.

[6]Chengzhi Zhong, Mengda Xie, Weilong Peng, Keke Tang, Meie Fang. Natural and Efficient Adversarial Viewpoints Generation via 3D Gaussian Splatting and Saliency-based Seed Sampling. Chinagraph 2024.

[7]Mengda Xie, Yiling He, Zhan Qin, Meie Fang（通讯）. RetouchUAA: Unconstrained Adversarial Attack via Realistic Image Retouching. Transactions on Circuits and Systems for Video Technology (TCSVT). Accepted, 2024.

[8]Zechu Zhang, Weilong Peng, Jinyu Wen, Keke Tang, Meie Fang, Ping Li, and David Dagan Feng. Continuous Bijection Supervised Pyramid Diffeomorphic Deformation for Learning Tooth Meshes from CBCT Images. IEEE Transactions on Multimedia (TMM), Accepted, 2024.

[9]Xie, Yi, Wang, Yangtao (通讯), Xie, Yanzhao, Tan, Xin, Li, Jingjing, Li, Xiaocui*, Peng, Weilong, Tang, Maobin, Fang, Meie. Image-text Retrieval with Main Semantics Consistency. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, Association for Computing Machinery, 2024: 2629–2638

[10]Chen, Yan, Cai, Guocan, Li, Fufang* (通讯), Wang, Yangtao* (通讯), Tan, Xin, Li, Xiaocui. Domain Alignment with Large Vision-language Models for Cross-domain Remote Sensing Image Retrieval. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, Association for Computing Machinery, 2024: 323–333

[11]Wang, Yangtao, Ye, Yicheng, Xie, Yanzhao*, Tang, Maobin, Fan, Lisheng. HSALC: hard sample aware label correction for medical image classification. Multimedia Tools and Applications, Springer , 2024: 1—21

[12]Linruo Liu, Yangtao Wang (通讯), Yanzhao Xie, Xin Tan, Lizhuang Ma, Maobin Tang, Meie Fang. Label-aware aggregation on heterophilous graphs for node representation learning. Displays, 2024, 84: 102817

[13]Fangyuan Zhang, Rukai Wei, Yanzhao Xie∗, Yangtao Wang (通讯), Xin Tan, Lizhuang Ma, Maobin Tang, Lisheng Fan. Cross-coupled prompt learning for few-shot image recognition. Displays, 2024.

[14]余柳浩，张冠桦，方美娥. 融合高频语义信息和异构卷积的小目标检测网络. 中国虚拟现实大会，2024

2023:

[1]Jinyu Wen, Yang Li, Meie Fang（通讯）, Lei Zhu, David Dagan Feng, and Ping Li, Fine-Grained and Multiple Classification for Alzheimer's Disease with Wavelet Convolution Unit Network，IEEE Transactions on Biomedical Engineering (T-BME), 70(9), 2592-2603,2023.

[2] 温金玉, 方美娥. 基于机器学习的计算机辅助帕金森疾病分类预测研究综述. 图学学报, 44(6), 2023.

[3] Jinyu Wen, Yang Li, Meie Fang（通讯）, Lei Zhu, David Dagan Feng, and Ping Li, Fine-Grained and Multiple Classification for Alzheimer's Disease with Wavelet Convolution Unit Network，IEEE Transactions on Biomedical Engineering (T-BME), DOI: 10.1109/TBME.2023.3256042, 2023.

[4] Mengda Xie; Peng Sun; Yubo Lang; Meie Fang（通讯）, Camera-independent color constancy by scene semantics, Pattern Recognition Letters, DOI: 10.1016/j.patrec.2023.03.027

[5] Jipeng Hu, Jinyu Wen, Meie Fang（通讯）. A survey on adversarial attack and defense of deep learning models for medical image recognition. Metaverse 2023; 4(1): 17 pages 

[6] Keke Tang, Yawen Shi, Tianrui Lou, Weilong Peng, Xu He, Peican Zhu, Zhaoquan Gu, Zhihong Tian:Rethinking Perturbation Directions for Imperceptible Adversarial Attacks on Point Clouds. IEEE Internet Things J.: 5158-5169, 2023.

[7] Keke Tang, Jianpeng Wu, Weilong Peng（通讯）, Yawen Shi, Peng Song, Zhaoquan Gu, Zhihong Tian, Wenping Wang. Deep Manifold Attack on Point Clouds via Parameter Plane Stretching. AAAI, 37(2), 2420-2428, 2023.

[8] Keke Tang, Xujian Ci, Weilong Peng（通讯）, Shudong Li, Wenping Wang. OOD Attack: Generating Overconfident Out-of-distribution Examples to Fool Deep Neural Classifiers. ICIP 2023.

[9] Yanzhao Xie, Yangtao Wang (通讯),  Rukai Wei, Yu Liu, Ke Zhou and Lisheng Fan. A hash centroid construction  method with Swin transformer for multi-label image retrieval. Neural  Computing and Applications, 35(15): 10891-10907, 2023.

[10] Yanzhao Xie, Rukai Wei, Jingkuan Song, Yu Liu, Yangtao Wang (通讯) and Ke Zhou. Label-affinity Self-adaptive Central Similarity Hashing for Image Retrieval. IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2023.3248170, 2023.

[11]Wangwang Li, Hengliang Tan(通讯), Jianwei Feng, Ming Xie, Jiao Du, Shuo Yang, Guofeng Yan. "Kernel Reverse Neighborhood Discriminant Analysis" Electronics,2023, 12, no. 6: 1322.

[12] Jing Ling, Junjuan Xia（通讯）, Fusheng Zhu, Chongzhi Gao, Shiwei Lai, Venki Balasubramanian: DQN-based resource allocation for NOMA-MEC-aided multi-source data stream. EURASIP J. Adv. Signal Process. 2023(1): 44 (2023)

2022：

[1] Meie Fang, Zhuxin Jin, Feiwei Qin, Yong Peng, Chao Jiang, Zhigeng Pan, Re-transfer learning and multi-modal learning assisted early diagnosis of Alzheimer's disease. Multimedia Tools and Applications, 81(20): 29159-29175, 2022.

[2] Weilong Peng, Cong Li, Keke Tang, Xianyong Liu, Meie Fang（通讯）. HOME: 3D Human–Object Mesh Topology-Enhanced Interaction Recognition in Images. Mathematics. 2022; 10(16):2841. https://doi.org/10.3390/math10162841

[3] Danyang Yao, Jinyu Wen, Amei Chen, Meie Fang（通讯）, Xinhua Wei, Zhigeng Pan, Trimodal Fusion Network Combined Global-Local Feature Extraction Strategy and Spatial-Frequency Fusion Strategy. ML4CS (3): 212-226, 2022.

[4] Liuhao Yu; Danyang Yao; Meie Fang（通讯）; Lei Zhu, WLA-Net: A Whole New Light-weight Architecture For Visual Task, VRCAI, 2022-12-27, DOI: 10.1145/3574131.3574458

[5] Yilun Yang, Hao Zhou, Weilong Peng, Keke Tang, Meie Fang（通讯）. Multi-task super resolution method for vector field critical points enhancement, Metaverse, 3(1): 8 pages, 2022.

[6] 陈阿梅, 温金玉, 黄俊祥, 成小芳, 阮秀杭, 方美娥, 魏新华, 血管周围间隙扩散张量成像指数在评估帕金森病患者脑类淋巴系统功能中的价值.放射学实践, 8: 954-959, 2022.

[7]唐静, 彭伟龙, 唐可可, 方美娥. 基于多视图网络三维形状检索的通用扰动攻击. 图学学报, 2022, 43(1): 93-100.

[8] Yangtao Wang, Yanzhao Xie, Lisheng Fan and Guangxing  Hu. STMG: Swin transformer for multi-label image recognition with graph  convolution network. Neural Computing and Applications,34(12): 10051-10063, 2022.

[9] Yangtao Wang, Yanzhao Xie, Jiangfeng Zeng, Hanping  Wang, Lisheng Fan and Yufan Song. Cross-modal fusion for multi-label  image classification with attention mechanism. Computers and  Electrical Engineering, 101: 108002, 2022.

[10]Jianwei Feng,Hengliang Tan(通讯), Wangwang Li, Ming Xie, "Conv2NeXt: Reconsidering Conv NeXt Network Design for Image Recognition,"  International Conference on Computers and Artificial Intelligence Technologies (CAIT), Quzhou, China, 2022, pp. 53-60, doi: 10.1109/CAIT56099.2022.10072172.

[11]Wen Zhou, Junjuan Xia（通讯）, Chunguo Li, Lisheng Fan, Arumugam Nallanathan:Joint Precoder, Reflection Coefficients, and Equalizer Design for IRS-Assisted MIMO Systems. IEEE Trans. Commun. 70(6): 4146-4161 (2022)

[12] Shunpu Tang, Junjuan Xia (通讯), Lisheng Fan, Xianfu Lei, Wei Xu, Arumugam Nallanathan:Dilated Convolution Based CSI Feedback Compression for Massive MIMO Systems. IEEE Trans. Veh. Technol. 71(10): 11216-11221 (2022)

[13]Lunyuan Chen, Shunpu Tang, Venki Balasubramanian, Junjuan Xia（通讯）, Fasheng Zhou, and Lisheng Fan. "Physical-layer security based mobile edge computing for emerging cyber physical systems." Computer Communications (2022).

专利（2022-今）

[1]尹俊杰，方美娥，一种基于测地循环的流形人脸网格分割与提取方法. 2024/04/30, CN116740102B

[2]彭伟龙,李聪,陈庆丰等. 基于三维人-物网格拓扑增强的人物交互检测方法. 2023-04-28，CN115170817B

[3]汪洋涛,范立生,彭伟龙等. 一种基于类激活映射机制的多标签图像分类方法和系统.2023-02-24. CN113449775B

[4]方美娥；姚丹阳；温金玉；一种基于深度学习的多模态医学图像融合方法. 2022-08-05,ZL 202210936228.6

[5]张泽初; 方美娥; 陈学谦 ; 一种基于三维口腔模型的牙齿模型快速切割方法. 2022-05-17, CN202111388896.1

[6]谭恒良、高鹰,杜娇,杨朔，基于特征谱正则化的格拉斯曼流形判别分析图像识别方法，2023年05月19日 ,CN110781766B

[7]夏隽娟;范立生;赵睿;饶彦袆;等,一种面向任务卸载的协作网络中继节点选择方法及装置, 授权公告号：CN110753374B, 授权公告日：2022.07.26

[8]范立生;林晓升;陈庆春;夏隽娟等. 一种基于多智能体强化学习的分布式缓存方法, 授权公告号：CN109587715B

[9]夏隽娟;范立生;赵子超;饶彦袆;陈庆春. 一种基于群智能算法的任务卸载方法, 授权公告号：CN110768827B

[10]范立生;夏隽娟;何科;汪洋涛;刘外喜, 一种快速MIMO信号搜索方法、系统、设备及存储介质, 授权公告号：CN113746511B, 授权公告日：2022.05.24