Current position 

Professor and Dean, Zhuhai College of Science and Technology, School of Aliyun Big Data Applications, China 

 

Personal Profile 

Dean of School of Aliyun Big Data Applications, Zhuhai College of Science and Technology; Zhuhai Distinguished Scholar and Distinguished Advisor of Guangdong Academy of Social Sciences, Zhuhai Branch. He is one of the seventh batch of “Thousand Hundred and Ten Project” cultivated objects in Guangdong Province, a special commissioner of science and technology of Guangdong Province, a cultivated object of Guangdong Province's excellent young teacher cultivation program in colleges and universities, and an advanced teacher in Zhuhai City. 

His main research interests include big data and cloud computing. In recent years, he has successively presided over more than 10 big data and cloud computing related projects funded by the National Natural Science Foundation of China and the Natural Science Foundation of Guangdong Province, and participated in more than 20 national, provincial and municipal projects. Published more than 70 international and domestic scientific research papers, more than 50 of which have been indexed by the three major indexes, 2 patents, and 4 software copyrights. Instructed students to win more than 10 awards in various competitions at the provincial level and above. 
In 2014, the series of courses on “Parallel Processing Technology in Software Engineering” was funded by the NSF/IEEE-TCPP Undergraduate Course Funding Program, which focuses on promoting parallelization technology among undergraduate students. In 2019, the software engineering major he was in charge of was approved as a pilot project for comprehensive professional reform in Guangdong Province. In 2020, the Alibaba Cloud Big Data Application College, which he was in charge of, was approved as the second batch of exemplary industry colleges in Guangdong Province. In 2021, the computer science and technology major, in which he participated, was awarded a national first-class professional construction site, and in 2023, the “Data Structures and Algorithms” course, which he participated in teaching, was approved as a national first-class course. In 2019 and 2021, he won one China Industry-University-Research Cooperation Innovation Achievement Award each year, and in 2020 and 2022, he won one first prize of the National Commercial Science and Technology Progress Award each year. He has visited Princeton University, RWTH Aachen University, etc. 

Subjects taught 

Data Structures, Computer Algorithms, Discrete Mathematics 

Research direction 

Big Data, Cloud Computing, Artificial Intelligence 

 

Research and publications 

Refereed Journal Articles 

1. Wei Lv*, Tao Chen, Yifan Zeng , Weihong Liu, Chuying Huang. Challenge of deep-learning-basedobject detection for hair follicle dataset. Journal of Cosmetic Dermatology, 2023;00:1–14. 2023.3.14 (SCI journal, impact factor: 2.189) 
2. Junxian Wang, Lv W* (Corresponding author), Zhouya Wang, Xiaolong Zhang, Meixuan Jiang, Junhan Gao, Shangwen Chen. Keyframe Image Processing of Semantic 3D Point Clouds Based on Deep Learning. Frontiers in Neurorobotics, Volume 16-2022: Article ID 988024.2023.1.18 (SCI journal, impact factor: 3.493) 

3. Ma Y, Lv W* (Corresponding author). Identification of Pneumonia in Chest X-Ray Image Based on Transformer. International Journal of Antennas and Propagation, Volume 2022: Article ID 5072666. (SCI journal, impact factor:1.244) 

4. GuangShun Chen, Wei Lv*, Junwei Ma, Yanchun Liang. Research and analysis of psychological data based on machine learning methods. Int. J. Wireless and Mobile Computing, Vol. 22, No. 1, 2022 (EI journal) 

5. Zhu, X., & Lv, W*. Intelligent Analysis of Core Identification Based on Intelligent Algorithm of Core Identification. Discrete Dynamics in Nature and Society, 2021, 1-10. (SCI journal, impact factor: 1.457) 

6. Shi Binzhao, Lv Wei* (corresponding author). Research on 3D rapid reconstruction of virtual panoramic images of smart city neighborhoods. Computer Simulation, 2021, 38(07): 350-354. 

7. Lixian Cao, Yanchun Liang, Wei Lv*, Kaechang Park, Yasuhiro Miura, Yuki Shinomiya, Shinichi Yoshida*. Analysis on relationship between pictures of brain structures and characteristics of personalities using 3D convolution neural network. CAAI Transactions on Intelligence Technology. DOI: 10.1049/cit2.12021. 2021, 6(3): 338-346 (SCI journal, impact factor: 7.985) 

8. Feng Shiyao, Liang Yanchun, Du Wei, Lv Wei*, Li Ying. LncLocation: Efficient Subcellular Location Prediction of long non-coding RNAs Based Multi-Source Heterogeneous Features Fusion, International Journal of Molecular Sciences. 2020, 21, 7271; doi:10.3390/ijms21197271. (SCI journal, impact factor: 6.208) 

9. Zhengzheng Xian, Qiliang Li, Xiaoyu Huang, Wei Lv*, Jiyuan Lu. Research on collaborative filtering algorithm based on differential privacy and SVD++, Control and Decision (EI journal), Vol. 34(1):43-54, 2019. 

10. Heyong Wang , Rong Cui , Wei Lv*. Feature fusion analysis of online user reviews. Acta Technica 62 (2017), No.5B, 1033-1038. (EI journal) 
11. Huang, Zhihong, Lv, Wei*, Huang, Jun. An improved BLAST algorithm based on bitmap indexing and B+ tree. Computer Engineering and Applications, Vol49, No11:118-120, 2013. 
12. Wei Lv*, Yuhua Ni. An algorithm for clustering tourist routes based on isometric encryption and case reasoning. Computer Engineering and Applications, Vol46, No11: 223-225, 2010. (Excellent Paper of the 5th National Software Engineering Conference) 
13. Wei Lv*, Wenchang Lin, Lei Li. String kernel negative instance feature extraction algorithm. Computer Engineering, Vol35, No23: 12-14, 2009. 
14. Wei Lu*, Heyong Wang, Zheng'an Yao and Lei Li. An improved GP prediction algorithm with embedded dimensionality and time delay calculation. Computer Science, Vol36, No5: 187-190, 2009. 
15. Wei Lu*, Zhenzhou Chen, Zhengan Yao and Lei Li. Fast clustering-based kernel Foley-Sammon transform. International Journal of Wavelets, Multiresolution and Information Processing, Vol 7, No 1:75-87, 2009. (SCI) 

 

Refereed Conference Articles 

1. Yifan Zeng, Aohui Pang, Wei Lv*, Xiaolin Zhu. Task-Level Consistency Semi-supervised Based Domain Adaptation for Lung Nodules Segmentation. ICIS2022 (EI Conference). Zhuhai, China, June 26-28,2022. Computer and Information Science, Studies in Computational Intelligence. doi: 10.1007/978-3-031-12127-2_13. 

2. XingLong Wang, Wei Lv* (Corresponding author). Automatic Text Summarization Technology of Keyword Replacement Based on Seq2Seq. The 2021 7th International Conference on Systems and Informatics, ICSI2021 (EI Conference). Chongqing, China, 13-15 Nov, 2021. 

3. Wei Lv*, Weiyu Tang, Hongliang Huang, Tao Chen. Research and Application of Intersection Clustering Algorithm Based on PCA Feature Extraction and K-Means. IAACE2021 (EI conference). Zhuhai, China, Feb 26 -28, 2021. Journal of Physics: Conference Series 1861 (2021) 012001 IOP Publishing doi:10.1088/1742-6596/1861/1/012001: Index No. 20211610228331. 

4. Lu Wei*, Feng Guanghui, Chen Jiahui. Optimization and application of crossroad similarity matching based on the clustering algorithm. ICCSMT2020 (EI conference). Shanghai, China, Nov 20 -22, 2020. 

5. Jing Huang, Wen Yu, Mengxue Si and Wei Lv*. Research and Application of Running Action Sequence Recognition Algorithms Based on Kinect. VRCAI 2016, 2016.12. (EI) 

6. Han Bai, Wei Lu*. Books rank with modified PageRank algorithm. Advanced Materials Research Vols. 915-916,2014: 1266-1271. (EI) 

7. Lu Wei*, Rong Yi Feng, Fan Wen Zhong. Mass Network Fractal Data MapReduce Sort algorithm Based on Hadoop. IET International Conference on Information Science and Control Engineering, ICISCE2012, Shenzhen, China, Dec 7-9, 2012, Volume 3:2109-2112. (EI) 

8. Wei Lu*, Peng Zhou, Xun Liao. Reverse Hierarchical Variable Clustering on Database Accelerated Algorithm. International Conference on System Science and Engineering 2011, ICSSE 2011, Macau , China, June 8-10,2011, 251-254 ( EI) 

9. Wei Lu*, Tian-rong Zhong, Xun Liao (Corresponding author), Rui Wu. Protecting privacy in case based reasoning by disordered PCA on one class data. International Conference on Machine Learning and Cybernetics 2010(ICMLC2010),Qingdao, China, July 11-14, 2010, 523-526. (EI) 

10. Wei Lu*, Yi-ping Jiang. Privacy Preserving Classification Algorithm Based on Random Multidimensional Scales. Second International Symposium on Computational Intelligence and Design, ISCID2009 , Changsha, China, Dec 12-14, 2009, 406-409. (EI, ISTP) 

11. Wei Lu*. Privacy Preserving Classification Algorithm Based Random Diffusion Map. The 5th International Conference on Semantics, Knowledge and Grid, SKG2009, Zhuhai, China, Oct 12-14, 2009, 318-321. ( EI ) 

12. Wei Lu*, Zheng-an Yao. Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction. International Conference on Advanced Data Mining and Applications 2009 (ADMA2009), Beijing, China, Aug 19-21, 2009, 246-252. ( EI, ISTP ) 

 

Academic Awards 

2021 First Prize of the National Commercial Science and Technology Progress Award (Research and Application of Key Technologies for Intelligent Modeling) 

2013 A Category I Scientific and Technological Achievement of China Mobile Group (Research and Application of Massive Data Acquisition Based on the Hadoop Cloud Computing Platform) 
 
 

 

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