王晨旭 |
图数据挖掘与网络安全
机器学习与人工智能
区块链技术级应用
王晨旭,博士,西安交通大学软件学院副教授,隶属于西安交通大学智能网络与网络安全教育部重点实验室,师从中国科学院院士管晓宏教授,主要从事网络数据挖掘与网络安全等方面的研究工作,先后承担国家自然科学基金项目、装备发展部网络空间预先研究项目、CCF-腾讯犀牛鸟基金项目、CCF-绿盟科技鲲鹏基金项目、博士后特别基金项目等多项科研项目,在IEEE Transactions on Knowledge and Data Engineering (TKDE)、IEEE Transactions on Information Forensics and Security (TIFS)、Information Sciences、Knowledge-based Systems、Information Fusion、Neurocomputing、Physica A、《计算机学报》、《软件学报》、《计算机研究与发展》、《西安交通大学学报》、ICDCS、ICWS、Securecomm、IEEE Globecom、IEEE Blockchain等国内外知名期刊和会议上发布高水平学术论文30余篇,荣获陕西高等学校科学技术研究优秀成果奖1项(排名第3)。
1.大规模无监督图表示学习不稳定性机理研究,国家自然科学基金面上项目,2023年1月~2026年12月
2.时空网格数据压缩技术开发,电信科学技术第十研究所,横向课题,2021年6月~2022年6月
3.中国电子技术标准化研究院人工智能测试工具开发。横向课题,2021年6月~2021年12月
4.基于机器学习的区块链智能合约智能测试分析方法研究。横向课题,2020年6月~2021年12月
5.针对网络热点事件的信息跨社交媒体传播规律测量与建模方法研究。国家自然科学基金项目,2017年1月~2019年12月
6.基于多层区块链结构的物联网数据系统设计方案。华为横向课题,2019年1月~2020年6月
7.基于多源数据融合的社交用户人物画像及身份定位技术。博士后特别资助项目,2018年1月~2019年12月
8.社交媒体信息分享行为动力学建模及其在信息传播预测中的应用研究。基本科研业务项目,2016年1月~2018年12月
9.基于位置的移动社交网络精准营销算法研究。中国博士后项目基金,2016年1月~2017年12月
10.网络热点信息跨平台传播建模方法研究。陕西省博士后基金一等,2017年1月~2018年12月
11.大规模区块链跨链技术研究,CCF腾讯犀牛鸟-微众银行专项项目,2018年10月~2019年10月
12.面向大规模多社交网络的用户身份关联,CCF-鲲鹏基金项目,2018年10月~2019年10月
13.“音乐与幂律”主题展品的设计与开发,横向课题,2016年1月~2016年12月
期刊论文:
1.Chenxu Wang, Zhenhao Huang, Yue Wan, Junyu Wei, Junzhou Zhao, Pinghui Wang, FuAlign: Cross-lingual entity alignment via multi-view representation learning of fused knowledge graphs, Information Fusion, 2022, 89(2023): 41-52. Online: https://doi.org/10.1016/j.inffus.2022.08.002
2.Chenxu Wang, Yue Wan, Zhenhao Huang, Panpan Meng, Pinghui Wang, AEP: Aligning Knowledge Graphs via Embedding Propagation, Neurocomputing (2022), 507(2022):130-144. Online: https://doi.org/10.1016/j.neucom.2022.08.018
3.Chenxu Wang, Zhiyang Zhu, Panpan Meng, Yumo Qiu, Leveraging Network Structure for Efficient Dynamic Negative Sampling in Network Embedding, Information Sciences, 2022(606)August: 853-863. Online: https://doi.org/10.1016/j.ins.2022.05.107
4.Chenxu Wang, Yu Yang, Kaiqiang Suo, Pinghui Wang, MulSetRank: Multiple set ranking for personalized recommendation from implicit feedback[J]. Knowledge-Based Systems, 2022(249)August: 108946. Online: https://doi.org/10.1016/j.knosys.2022.108946
5.Changyu Wang, Pinghui, Wang, Tao Qin, Chenxu Wang, Suhansanu Kumar, Xiaohong Guan and Jun Liu and Kevin Chen-Chuan Chang, SocialSift: Target Query Discovery on Online Social Media With Deep Reinforcement Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021.
6.Chenxu Wang, Yang Wang, Zhiyuan Zhao, Dong Qin, Xiapu Luo, Tao Qin, Credible Seed Identification for Large-scale Structural Network Alignment, Data Mining and Knowledge Discovery, 2020: 1-33.
7.Chenxu Wang, Wei Rao, Pinghui Wang, Jun Liu, Xiaohong Guan, Towards Understanding the Instability of Network Embedding, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020, 1-15, doi:10.1109/TKDE.2020.2989512 (SCI, CCF A)
8.Chenxu Wang, Chongxiao Hao, Xiaohong Guan, Hierarchical and Overlapping Social Circle Identification in Ego Networks based on Link Clustering, Neurocomputing, 2020, 381: 322-335, online: https://doi.org/10.1016/j.neucom.2019.11.080
9.Chenxu Wang*, Tony T. N. Miu, Xiapu Luo*, Jinhe Wang, SkyShield: A Sketch-Based Defense System Against Application Layer DDoS Attacks, IEEE Transactions on Information Forensics and Security (TIFS), 2018, 13(3):559-573. (SCI, CCF A)
10.Chenxu Wang, Gaoshuai Wang, Xiapu Luo, Hui Li, Modeling rumor propagation and mitigation across multiple social networks, Physica A: Statistical Mechanics and its Applications. 2019, 553(1 December 2019): 122240. Online: https://doi.org/10.1016/j.physa.2019.122240
11.Chenxu Wang, Xiaohong Guan, Tao Qin, Tao Yang, Modeling heterogeneous and correlated human dynamics of online activities with double Pareto distributions, Information Sciences. 330(2016):186-198. (IF: 4.038)
12.Chenxu Wang, Xiaohong Guan, Tao Qin, Tao Yang. Modeling the Heterogeneity of Human Dynamics based on the Measurements of Influential Users in Sina Microblog [J]. Physica A: Statistical Mechanics and its Applications, 2015, 428(2015):239-249. (SCI: CF1SL, IF: 1.732) (EI:20143118012119)
13.Tao Qin, Wei Li, Chenxu Wang, Xingjun Zhang. A New Way for User’s Web Communication Visualization and Measurement: Modeling, Experiment and Application [J]. IEICE Transctions on Communications, 2014, E97-B(4):730-737.
14.Tao Qin, Xiaohong Guan, Chenxu Wang, Zhaoli Liu. MUCM: Multilevel User Cluster Mining Based on Behavior Profiles for Network Monitoring [J], IEEE System Journal, 2014, PP(99):1-12. 会议论文:
15.Xiaoming Fan, Chenxu Wang, Advertisement Extraction from Content Marketing Articles via Segment-Aware Sentence Classification, CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2021), 2021: 631-642.
16.Kunpeng Yu, Chenxu Wang, Yan Cai, Xiapu Luo, Zijiang Yang, Detecting concurrency vulnerabilities based on partial orders of memory and thread events, Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE 2021), 2021:280-291. (CCF A)
17.Chenxu Wang, Xinxin Sang, Lang Gao, A Cross-chain Gateway for Efficient Supply Chain Data Management, BenchCouncil Federated Intelligent Computing and Blockchain Conference, 2020:318-333.
18.Zhenhao Huang, Chenxu Wang, Measuring the Semantic Stability of Word Embedding, The 9th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2020). 2020:378-390.
19.Xiaoming Fan, Chenxu Wang, Xiao Liang, Extracting Advertisements from Content Marketing Articles based on TopicCNN, Intl Conf on Cyber Science and Technology Congress, 2020: 343-348.
20.Yawei Wang, Chenxu Wang, Xiapu Luo, Kaixiang Zhang, Huizhong Li, Highly concurrent and scalable model for IoT data sharing and management[C]// 13th International Conference on Network and System Security, NSS 2019.
21.Pinghui Wang, Yiyan Qi, Yuanming Zhang, Qiaozhu Zhai, Chenxu Wang, John C.S. Lui, Xiaohong Guan, A Memory-Efficient Sketch Method for Estimating High Similarities in Streaming Sets, KDD 2019. 2019:25-33. (CCF A, EI: 20193507365421)
22.Yiming Jiang, Chenxu Wang, Yawei Wang, Lang Gao, A Privacy-Preserving E-Commerce System Based on the Blockchain Technology[C]//2019 IEEE 2th International Workshop on Blockchain Oriented Software Engineering (IWBOSE). IEEE, 2019: 50-55. (EI: 20191506756903)
23.Tony Miu Tung, Chenxu Wang, Jinhe Wang, Understanding the Behaviors of BGP-based DDoS Protection Services, Proceedings of 12th International Conference on Network and System Security, NSS 2018, 2018:463-473. (EI: 20185206306675)
24.Zhiyuan Zhao, Chenxu Wang, Wei Rao, Slop: Towards An Efficient and Universal Streaming Log Parser [C], International Conference on Information and Communications Security (ICICS), Lille, France, Oct 2018.
25.Yiming Jiang, Chenxu Wang, Ye Huang, Siyu Long, Yilun Huo, A Cross-Chain Solution to Integration of IoT Tangle for Data Access Management [C], IEEE International Conference on Blockchain (Blockchain-2018), Halifax, Canada, July 30 – Aug 03, 2018.
26.Chenxu Wang, Zhiyuan Zhao, Yang Wang, Dong Qin, Xiapu Luo and Tao Qin, DeepMatching: A Structural Seed Identification Framework for Social Network Alignment [C], Proc. of 38th IEEE International Conference on Distributed Computing Systems (ICDCS), Vienna, Austria, July 2018.
27.Dong Qin, Chenxu Wang, Yiming Jiang, RPchain: A Blockchain-Based Academic Social Networking Service for Credible Reputation Building [C], International Conference on Blockchain, ICBC 2018, LNCS 10974, pp. 183–198, 2018.
28.Muhui Jiang, Chenxu Wang, Xiapu Luo, MiuTong Miu and Ting Chen, Characterizing the Impacts of Application Layer DDoS Attacks, 2017 IEEE International Conference on Web Services (ICWS), Honolulu, HI, 2017, pp. 500-507.
29.Chenxu Wang, Yang Wang, Tao Qin, Hui Li, From Micro to Macro: Propagated Constraints in Social Networks, IEEE CASE 2017, pp. 1534-1539. 10.1109/COASE.2017.8256321 (EI: 20181504993405)
30.[POSTER:] TungNgai Miu, Chenxu Wang*, Xiapu Luo, Jinhe Wang, Modeling User Browsing Activity for Application Layer DDoS Attack Detection [C]. 12th EAI International Conference on Security and Privacy in Communication Networks, SecureComm 2016: 747-750. (EI: 20172703892882)
31.Chenxu Wang, Xiaohong Guan, Tao Qin. Microblog Friends Automatic Clustering Framework based on Similarity Measurement, 11th World Congress on Intelligent Control and Automation (WCICA), Shenyang, China, 2014:5143-5148. (EI: 20152600977827)
32.Chenxu Wang, Xiaohong Guan, Tao Qin. Who Are Active? An In-depth Measurement on User Activity Characteristics in Sina Microblog [C]. IEEE Global Communications Conference, GLOBECOM 2012, Anaheim, CA, USA, 2012:2083-2088. (EI:20132016338453)