论文：按照年份2022、2021、2020、2017-2019
2022年论文统计
1. Gao C, Li J, Xia S, et al. MAS-Encryption and Its Applications in Privacy-Preserving Classifiers, IEEE Transactions on Knowledge and Data Engineering, 2022, 34(5): 2306-2323.
2. He L, He K, Fan L, et al. Towards optimally efficient search with deep learning for large-scale MIMO systems[J]. IEEE Transactions on Communications, 2022.
3. Tang S, Chen L, He K, et al. Computational intelligence and deep learning for next-generation edge-enabled industrial IoT[J]. IEEE Transactions on Network Science and Engineering, 2022.
4. Chen Y, Peng W, Tang K, et al. PyraPVConv: Efficient 3D Point Cloud Perception with Pyramid Voxel Convolution and Sharable Attention[J]. Computational Intelligence and Neuroscience, 2022, 2022.
5. Fang M, Jin Z, Qin F, et al. Re-transfer learning and multi-modal learning assisted early diagnosis of Alzheimer’s disease[J]. Multimedia Tools and Applications, 2022: 1-17.
6. Khan A, Hayat S, Ahmad M, et al. Cross‐modal retrieval based on deep regularized hashing constraints[J]. International Journal of Intelligent Systems, 2022.
7. Wang Y, Xie Y, Fan L, et al. STMG: Swin transformer for multi-label image recognition with graph convolution network[J]. Neural Computing and Applications, 2022, 34(12): 10051-10063.
8. Guo Y, Zhao R, Lai S, et al. Distributed machine learning for multiuser mobile edge computing systems[J]. IEEE Journal of Selected Topics in Signal Processing, 2022.
9. Zhou W, Xia J, Li C, et al. Joint Precoder, Reflection Coefficients, and Equalizer Design for IRS-Assisted MIMO Systems[J]. IEEE Transactions on Communications, 2022, 70(6): 4146-4161.
10. Tan W, Li S, Zhou M. Spectral and energy efficiency for uplink massive MIMO systems with mixed-ADC architecture[J]. Physical Communication, 2022, 50: 101516.
2021年论文统计
11. Zhao Z, Xia J, Fan L, et al. System optimization of federated learning networks with a constrained latency[J]. IEEE Transactions on Vehicular Technology, 2021, 71(1): 1095-1100.
12. Lai X, Fan L, Lei X, et al. Secure mobile edge computing networks in the presence of multiple eavesdroppers[J]. IEEE Transactions on Communications, 2021, 70(1): 500-513.
13. Wang Y, Song J, Zhou K, et al. Unsupervised deep hashing with node representation for image retrieval[J]. Pattern Recognition, 2021, 112: 107785.
14. Wang Y, Xie Y, Liu Y, et al. G-CAM: Graph Convolution Network Based Class Activation Mapping for Multi-label Image Recognition[C]//Proceedings of the 2021 International Conference on Multimedia Retrieval. 2021: 322-330.
15. Liu Y, Wang Y, Gao L, et al. Deep Hash-based Relevance-aware Data Quality Assessment for Image Dark Data[J]. ACM/IMS Transactions on Data Science, 2021, 2(2): 1-26.
16. Tan W, Yang X, Ma S. Spectral Efficiency of Massive MIMO With LMMSE Receivers Under Finite Dimensional Channels[J]. IEEE Wireless Communications Letters, 2021, 11(1): 18-22.
17. Fang M, Ma W. Isogeometric boundary element analysis based on UE-splines[J]. Journal of Computational and Applied Mathematics, 2021, 398: 113700.
18. Zhao R, Xia J, Zhao Z, et al. Green MEC Networks Design Under UAV Attack: A Deep Reinforcement Learning Approach[J]. IEEE Transactions on Green Communications and Networking, 2021, 5(3): 1248-1258.
19. Li C, Xia J, Liu F, et al. Dynamic offloading for multiuser muti-CAP MEC networks: A deep reinforcement learning approach[J]. IEEE Transactions on Vehicular Technology, 2021, 70(3): 2922-2927.
20. He K, He L, Fan L, et al. Learning-based signal detection for MIMO systems with unknown noise statistics[J]. IEEE Transactions on Communications, 2021, 69(5): 3025-3038.
21. Huang H, Zhang C, Wu H, et al. An improving sparse coding algorithm for wireless passive target positioning[J]. Physical Communication, 2021, 49: 101487.
2020年论文统计
22. Huang H, Zhao L, Huang H, et al. Machine fault detection for intelligent self-driving networks[J]. IEEE Communications Magazine, 2020, 58(1): 40-46.
23. Huang H, Zhou Y, Huang R, et al. Optimum insulation thicknesses and energy conservation of building thermal insulation materials in Chinese zone of humid subtropical climate[J]. Sustainable Cities and Society, 2020, 52: 101840.
24. Zhao L, Huang H, Su C, et al. Block-sparse coding-based machine learning approach for dependable device-free localization in IoT environment[J]. IEEE Internet of Things Journal, 2020, 8(5): 3211-3223.
25. Xia J, Fan L, Yang N, et al. Opportunistic access point selection for mobile edge computing networks[J]. IEEE Transactions on Wireless Communications, 2020, 20(1): 695-709.
26. Zhao Z, Zhao R, Xia J, et al. A novel framework of three-hierarchical offloading optimization for MEC in industrial IoT networks[J]. IEEE Transactions on Industrial Informatics, 2019, 16(8): 5424-5434.
27. Du J, Fang M, Yu Y, et al. An adaptive two-scale biomedical image fusion method with statistical comparisons[J]. Computer Methods and Programs in Biomedicine, 2020, 196: 105603.
28. Wang Y, Xie Y, Liu Y, et al. Fast graph convolution network based multi-label image recognition via cross-modal fusion[C]//Proceedings of the 29th ACM International Conference on Information & Knowledge Management. 2020: 1575-1584.
29. Tan H, Gao Y, Du J, et al. Regularized graph-embedded covariance discriminative learning for image set classification[J]. Journal of Electronic Imaging, 2020, 29(4): 043018.
30. Weng J, Qiu J, Gao Y. Ontology language xol used for cross-application communication[M]//Ontological Analyses in Science, Technology and Informatics. IntechOpen,
31. Xia J, He K, Xu W, et al. A MIMO detector with deep learning in the presence of correlated interference[J]. IEEE Transactions on Vehicular Technology, 2020, 69(4): 4492-4497.
2017~2019年论文统计
32. Huang H, Ding S, Zhao L, et al. Real-time fault detection for IIoT facilities using GBRBM-based DNN[J]. IEEE Internet of Things Journal, 2019, 7(7): 5713-5722.
33. Gao C, Cheng Q, Li X, et al. Cloud-assisted privacy-preserving profile-matching scheme under multiple keys in mobile social network[J]. Cluster Computing, 2019, 22(1): 1655-1663.
34. Li T, Gao C, Jiang L, et al. Publicly verifiable privacy-preserving aggregation and its application in IoT[J]. Journal of Network and Computer Applications, 2019, 126: 39-44.
35. Gao C, Cheng Q, He P, et al. Privacy-preserving Naive Bayes classifiers secure against the substitution-then-comparison attack[J]. Information Sciences, 2018, 444: 72-88.
36. Xia J, Fan L, Xu W, et al. Secure cache-aided multi-relay networks in the presence of multiple eavesdroppers[J]. IEEE Transactions on Communications, 2019, 67(11): 7672-7685.
37. Tan H, Gao Y, Ma Z. Regularized constraint subspace based method for image set classification[J]. Pattern Recognition, 2018, 76: 434-448.
38. Tan W, Matthaiou M, Jin S, et al. Spectral efficiency of DFT-based processing hybrid architectures in massive MIMO[J]. IEEE Wireless Communications Letters, 2017, 6(5): 586-589.
39. Tan W, Jin S, Wen C K, et al. Spectral efficiency of multi-user millimeter wave systems under single path with uniform rectangular arrays[J]. EURASIP Journal on Wireless Communications and Networking, 2017, 2017(1): 1-13.
专利及软著统计
（1）授权专利：
1. 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, ZL2019109909154, 2022.
2. 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, ZL2021109132788, 2022
3. 范立生;林晓升;陈庆春;夏隽娟;谭伟强, 一种基于多智能体强化学习的分布式缓存方法, ZL2018115228818, 2022.
4. 范立生;夏隽娟;陈庆春;何科;吴会军一种基于神经网络的可迭代式智能化信号检测方法， ZL2019107323834，， 授权日：2021.
5. 谭恒良，高鹰，张伟，一种正则化仿射包模型人脸图像集识别的核快速计算方法, 发明专利授权，2021.
6. 谭恒良、高鹰、张伟，一种正则化仿射包模型人脸图像集识别的核快速算法，发明专利，201810369457.8, 2021.
7. 谭伟强，吴涵晗，范立生，高精度三维人脸重建系统，软著作，著作号：2021SR1016551
8. 谭伟强，李矩东，范立生，虚拟智能聊天机器人软件，软著作，著作号：2021SR1016552
9. 范立生;石方;林晓升;夏隽娟;谭伟强，一种安全概率缓存策略及其生成方法， ZL2018109133098，2021.
10. 谭恒良、高鹰、张伟，一种正则化仿射包模型人脸图像集识别的核快速算法，发明专利, 专利号:201810369457.8, 2021.
11. 范立生;李超;陈庆春;夏隽娟;谭伟强, 一种基于强化学习的对抗智能攻击安全传输方法 , ZL2019102628709, 2021.
12. 莫文英，高鹰，一种机动车前排驾乘人员未扣安全带的自适应检测方法，2020-04-28
13. 高鹰，高翔，一种优化物联网RFID应用系统的Copula多目标分布估计方法，2020-07-31，
14. 谭伟强，洲际城，面向5G的VR全景远程会议视频软件，软著作，著作号：2020SR0033693
15. 谭恒良、高鹰，一种融合差分子空间与正交子空间的图像集分类方法，发明专利，专利号：201610981645.7，2019.
16. 谭恒良、高鹰，一种融合差分子空间与正交子空间的图像集分类方法，发明专利，专利号：201610981645.7, 2019.
17. 吴会军，黄华锟，何清衡，一种薄膜材料的红外透过率测试装置，实用新型，公开号：CN206038533U.
（2）专利申请
1. 汪洋涛, 范立生, 彭伟龙, 谭伟强. 一种基于类激活映射机制的多标签图像分类方法和系统, 发明专利, 申请, CN202110625124.9, 2021.
2. 汪洋涛, 范立生, 夏隽娟, 彭伟龙, 谭伟强. 一种多标签图像分类方法、装置、设备及存储介质, 发明专利, 申请, CN202111002998.5, 2021.
3. 汪洋涛, 刘渝, 李春花, 牛中盈, 王冲, 周可. 一种基于节点表征的无监督深度哈希模型训练方法及图像检索方法, 发明专利, CN202011100159.2, 2020, 申请.
4. 刘渝, 汪洋涛, 谢延昭, 周可, 夏天, 冯树耀. 一种多标签图像的哈希码生成方法和系统, 发明专利, CN202011226768.2, 2020, 申请.
5. 刘渝, 汪洋涛, 周可, 管飞宇, 夏天. 二阶相似感知的图像哈希码提取模型建立方法及其应用, 发明专利, CN202011059408.8, 2020, 申请.
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，发明专利，申请专利号:201910943071.8, 2019, 申请.
7. Abderazek Ben Abdallah, Huankun Huang, Nam Khanh Dang, Jiangning Song, "ＡＩプ ロセッサ"（中文：人工智能处理器），申请专利号：特願2020-194733 ，日本发明专利，2020.
