姓名：王进
学历，职称：博士、副教授
邮箱：[email protected]
个人简介（500字）
王进 博士、副教授，Bwin体育官网
副院长，四川省人工智能学会理事，主要从事统计机器学习与分布式计算相关研究，主持四川省统计发展专项项目1项、主持横向项目1项，参与四川省科技厅项目1项，作为骨干成员，参与美国NSF、NIH等科研项目2项，在IEEE GlobeCom、ICC、IEEE Trans. BigData等顶级会议、期刊发表科研论文30余篇，担任IEEE HealthCom 2015, MobiMedia 2015, IEEE MobiMedia 2018, IEEE HealthCom 2018等多个国际会议TPC成员。
研究方向：
统计机器学习与云计算
主讲课程：
（1）本科生课程：Linux系统管理、人工智能导论
（2）研究生课程（拟上）：分布式计算与云计算
代表性成果：
1.王进.一种联网设备边缘计算节点改造方法,发明专利，专利号：ZL 2025 1 0103988.2
2.王进.一种分布式边缘计算网络的优化方法,发明专利，专利号：ZL 2025 1 0121707.6
3.Min Yang, Jin Wang. RiskawareTrader: A Reinforcement Learning based Portfolio Optimization for Risk Averter. International Journal of Computational Intelligence Systems 19, 25 (2026).
4.Min Yang, Yi Hu, Jin Wang. Risk-Averse Trader: A Deep Reinforcement Learning-Based Portfolio Optimization Method for Risk-Averse Investors. 2024 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI 2024), Kusatsu, Shiga, Japan, December 6th- 8th, 2024.
5.Linhai Nie, Jin Wang, Naixuan Hu. Feature Partitioning for Federated Learning with Momentum-Guided Aggregation. 2025 7th International Conference on Artificial Intelligence Technologies and Applications (ICAITA), Wenzhou, China, June 27-29, 2025.
6.Naixuan Hu, Jin Wang, Linhai Nie. Fast and Accurate Adaptive Lane Detection via Curve Modeling. 2025 IEEE International Conference on Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI), Loudi, Hunan, China, June 20-22, 2025.
7. 马智强,康洁滢,梁飞,王进.基于XGBoost的电网过流异常检测模型.电子测量技术,2024, 47(18). .
8.Yuefei Wang, Yuanhong Wei, Xi Yu, Jin Wang, Yutong Zhang, Li Zhang, Yuxuan Wan, Zhixuan Chen. A segmentation network for generalized lesion extraction with semantic fusion of transformer with value vector enhancement. Expert Systems with Applications, Volume 266,2025, 126098,
9.Zili Geng, Jie Xu, Rongsen Wu, Changming Zhao, Jin Wang, Yunji Li, Chenlin Zhan. STGAFormer:Spatial-temporal Gated Attention Transformer based Graph Neural Network for traffic flow forecasting. Inf. Fusion 105: 102228 (2024).
10.Min Yang, Yi Hu, Jin Wang. Risk-Averse Trader: A Deep Reinforcement Learning-Based Portfolio Optimization Method for Risk-Averse Investors. 2024 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI 2024), Kusatsu, Shiga, Japan, December 6th- 8th, 2024.
11.Lin-Tao Duan, Jin Wang, Hai-Ying Wang. An energy-aware ant colony optimization strategy for virtual machine placement in cloud computing. Clust. Comput. 27(10): 14269-14282 (2024)
12.Wei Yuan, Xiaobo Zhang, Jibao Shi, Jin Wang. LiteST-Net: A Hybrid Model of Lite Swin Transformer and Convolution for Building Extraction from Remote Sensing Image. Remote. Sens. 15(8): 1996 (2023)
13.Wei Yuan, Jin Wang, Wenbo Xu. Shift Pooling PSPNet: Rethinking PSPNet for Building Extraction in Remote Sensing Images from Entire Local Feature Pooling. Remote. Sens. 14(19): 4889 (2022)
14.王进等人.基于云计算的网络资源管理系统，发明专利，专利号：ZL2022 1 1681823.6
15.D. Yan, Y. Wang, J. Wang, G. Wu and H. Wang. “Fast communication-efficient spectral clustering over distributed data”. IEEE Transactions on Big Data, Vol 7(1), 158-168, 2021.
16.D. Yan, Y. Wang, J. Wang, H. Wang and Z. Li. “K-nearest neighbor search by random projection forests”. IEEE Transactions on Big Data, Vol 7(1), 147-157,2021.
17.Jin Wang, Hua Fang, and Chonggang Wang et al, “Evaluate Clustering Performance and Computational Efficiency for PSO based Fuzzy Clustering Methods in Processing Big Imbalanced Data,” Proc. IEEE International Conference on Communications (ICC17), Paris, France, May 21-25, 2017. (EI 检索)
18.Jin Wang, Hua Fang, and Stephanie Carreiro et al, “A New Mining Method to Detect Real Time Substance Use Events from Wearable Biosensor Data Stream,” Proc. 2017 International Conference on Computing, Networking and Communications (ICNC17), Silicon Valley, USA, January 26-29, 2017. (EI 检索)
19.Jin Wang, Hua Fang, and Honggang Wang, “ESammon: A computationally enhanced sammon mapping based on data density,” Proc. 2016 International Conference on Computing, Networking and Communications (ICNC16), Kauai, Hawaii, USA, February 15-18, 2016. (EI 检索)
20.Jin Wang, Hua Fang, Chonggang Wang, Mahmoud Daneshmand, and Honggang Wang, “A novel initialization method for particle swarm optimization-based FCM in big biomedical data,” Proc. 2015 IEEE International Conference on Big Data, (IEEE BigData’15), Santa Clara, CA, USA. Oct. 29 2015-Nov. 1 2015.(EI 检索)
21.Hua Fang, Zhaoyang Zhang, Jin Wang, Mahmoud Daneshmand, Chonggang Wang, and Honggang Wang, “A Survey of Big Data Research," IEEE Network, Vol. 29(5), 2015. (SCI 检索)
22.Jin Wang, Hua Fang, and Honggang Wang, “A New Integrated Fuzzifier Evaluation and Selection (NIFEs) Algorithm for Fuzzy Clustering,” Journal of Applied Mathematics and Physics, 3, (JAMP)2015.
23.Jingtang Luo, Xiaolong Yang, Jin Wanget al., “On a Mathematical Model for Low-Rate Shrew DDoS,” IEEE Transactions on information Forensics and Security, Vol. 9(7), 2014. (SCI 检索)
24.Jin Wang, Hua Fang, and Honggang Wang, “DAG-searched and density-based initial centroid location method for fuzzy clustering of big biomedical data,” Proc. of the 8th International Conference on Bioinspired Information and Communications Technologies, (ACM BICT’14), Boston, MA, USA. December 1-3, 2014.
25.Jin Wang, Min Zhang, Xiaolong Yang et al., “HTTP-sCAN: Detecting HTTP-flooding attack by modeling multi-features of web browsing behavior from noisy web-logs”, China Communications, Vol. 12(2), Feb. 2015. (SCI 检索)
26.Jin Wang, Xiaolong Yang, Min Zhang et al.“HTTP-SoLDiER: An HTTP-flooding attack detection scheme with the large deviation principle,” Science China Information Sciences, October 2014, Vol. 57(10). (SCI 检索)
27.Haiyong Xie, Yanhua Li, Jin Wanget al., “vRGW: Towards Network Function Virtualization Enabled by Software Defined Networking,” Proc. of the 21st IEEE International Conference on Network Protocols (ICNP'13), October 2013, Gottingen, Germany.
28.王进，阳小龙，隆克平.“基于大偏差统计模型的Http-Flood DDoS检测机制及性能分析,”软件学报, October 2012, Vol. 23(5). (EI 检索)
29.Jin Wang, Xiaolong Yang, Keping Long.“Web DDoS Detection Schemes Based on Measuring User’s Access Behavior with Large Deviation,” Proc. 2011 IEEE Global Telecommunications Conference, (Globe- Com'11), 5-9 Dec. 2011, Houston, TX, USA. (EI 检索)
30.Jin Wang, Xiaolong Yang, Keping Long.“Web DDoS Detection Schemes Based on Measuring User’s Access Behavior with Large Deviation,” Proc. 2010 IEEE Symposium on Computers and Communications(ISCC'10), June 22-25 2010, Riccione, Italy. (EI 检索)
31. 纪俊杰，阳小龙，王进等，“基于信任关系的IP网络容错容侵机制”，电子与信息学报，31(7):1576- 1581, Jul. 2009.(EI 检索)
研究经历：
・2025.5-2026.12,电子科技大学,高频率大功率微波电真空器件专用CAE软件界面开发与软件集成 (编号：),主持，25万
・2023.12-2024.12,国网宁夏电力有限公司营销服务中心(国网宁夏电力有限公司计量中心),基于 大数据的计量装置异常研判模型研究与应用(SGNXYX00JCJS2310194),主持,17.41万
・2023.06-2023.12,成都市教育技术装备管理中心,成都智慧教育运行体征指标体系编制(CDJZZX- YPK-202303),主持,11.8 万
・2023-2026,成都市科技局重点研发项目，大熊猫国家公园小熊猫种群复壮及智慧监测关键技术研 究及应用示范，子课题负责人；
・2021-2023,四川省科技厅重点研发项目，面向电力领域的规划评审知识库智能构建关键技术研究 (2021YFG0307)，子课题负责人,5万；
・2019 -2021,四川省社科规划项目统计发展专项，基于因果推理的递归神经网络技术与应用研究 (SC8TJ005),主持人。
学术服务：
• 会议技术程序委员会成员(Conference Technical Program Committee (TPC)):
The 17th IEEE International Conference on e-Health Networking, Application & Services (HealthCom 2015),
The 8th International Conference on Mobile Multimedia Communications (MobiMedia 2015),
The 13th International Wireless Communications and Mobile Computing Conference (IWCMC 2017).
• 审稿人:
IEEE Transactions on Dependable and Secure Computing
Security and Communication Networks
Information Security Journal: A Global Perspective
ISCC 2015
Ubi-Health Tech 2015
• 学术兼职:
四川省人工智能学会常务理事、四川省智慧城乡大数据研究会理事
硕士招生专业：
0812 计算机科学与技术：
081201 计算机系统结构
0854 电子信息：
085404 计算机技术
