LIFE MOTTO: Life is a long way, just keep it up

ACADEMIC BELIEF: Keep health both in physical and in mental, the coming days would be long would

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Biography

Yunpeng Xiao, Ph.D., professor, doctoral supervisor. He is a recipient of the Chongqing Youth Science and Technology Innovation Talent Funding Program. He graduated from Beijing University of Posts and Telecommunications, China. He is a visiting scholar at Georgia Institute of Technology, USA. He is a member of the Service Computing Committee of the China Computer Federation, and a member of the Young Scientists Club of the China Electronics Federation. He is currently the vice dean of school of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, and the leader of the postgraduate tutor team for social networks and complex software systems. He is good at engineering practice and is the head of the postgraduate joint training base of CQUPT-Chongqing Xinhua Media Co., Ltd. He pays attention to the intersection of disciplines, and is the team leader of the interdisciplinary project team of aviation communication and complex software system.

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Research Interests

Social networking, public opinion analysis, cognitive confrontation, intelligent security, e-commerce, large-scale complex software systems.

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Professional Experience

2006.06－current5  Teaching Assistant→Lecturer→Associate Professor→Professor, Chongqing University of Posts and Telecommunications, Chongqing, China

2018.05－2019.05   Visiting Scholar, Georgia Institute of Technology, Atlanta, GA, US

2005.04－2006.05  Research Intern at BLRC, Bell Lab Research China, Beijing, China

2005.01－2005.03  Research Assistant at France Telecom Research Beijing, Beijing, China

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Education Background

2010.09－2013.07   Ph.D. of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China

2003.09－2006.06  Master of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China

1999.09－2003.07  Bachelor of Management Information System, Chongqing University of Posts and Telecommunications, Chongqing, China (in University’s Pilot Class).

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Currently Hosting Projects

2021.01－2024.12   Research on Social Network Rumor Propagation Mechanism Oriented to Game Relationship of Rumor & Anti-rumor & Enhance-rumor, National Natural Science Foundation of China

2021.12－2025.12   Intelligent Analysis and Mining Key Technologies and Demonstration Applications for PB-level Multi-Source Health Science Big Data, National Key R&D Program of China

2021.03－2023.03   Public Opinion Analysis and Instant Response System, Large-scale R&D projects of enterprise systems

2014.06－2027.06  E-commerce Platform Development (http://www.yuetaowang.cn/), Large-scale R&D projects of enterprise systems

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Publication Records (Partially Representative)

Published paper in the last three years (sort by time):

1.         Yunpeng Xiao, Jinsong Yang, Wanjing Zhao, Qian Li, Yucai Pang. Cross-Domain Social Rumor Propagation Model Based on Transfer Learning. IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/ TNNLS.2024.3405991.

2.        Yunpeng Xiao, Yu Zhang, Cong Zeng, Tun Li, Rong Wang, Qian Li, Chaolong Jia. A prediction model for rumor user propagation behavior based on sparse representation and transfer learning. Information Sciences, 670 (2024) 120590.

3.        Rong Wang, Miaofei Li, JianKuan Zhao, Anyu Cheng and Chaolong Jia. Traffic Network Socialization: An Adaptive Spatio-Temporal Graph Convolutional Network for Traffic Prediction. IEEE Transactions on Emerging Topics in Computing, doi: 10.1109/TETC.2024.3471629.

4.        Tun Li, Di Lei, Qian Li, Rong Wang, Chaolong Jia and Yunpeng Xiao. A Marketing Topic Traceability Model Based on Domain Preference and Heterogeneous Network. IEEE Transactions on Big Data, doi: 10.1109/TBDATA.2024.3375150.

5.        Qian Li, Long Gao, Xiaole Guo, Xinhong Wu, Rong Wang, Yunpeng Xiao*. Information Propagation Dynamic Model Based on Rumors, Antirumors, Prom-Rumors, and the Dynamic Game. IEEE Transactions on Computational Social Systems, DOI: 10.1109/TCSS.2024.3465023.

6.        Qian Li, Yunpeng Xiao*, Xinming Zhou, Rong Wang, Sirui Duan, Xiang Yu. A Derivative Topic Dissemination Model Based on Representation Learning and Topic Relevance. IEEE Transactions on Knowledge and Data Engineering, doi: 10.1109/TKDE.2024.3484496.

7.        Qian Li, Long Gao, Wenyi Xi, Tun Li, Rong Wang, Junwei Ge, Yunpeng Xiao*. A Derivative Topic Propagation Model Based on Multidimensional Cognition and Game Theory. IEEE Transactions on Cognitive and Developmental Systems. doi: 10.1109/TCDS.2024.3432337.

8.        Rong Wang, Kexin Ma, Xiaole Guo, Shihong Wei, Zhiwei Wang, Tun Li, Yunpeng Xiao*. Derivative Topic Dissemination Model Based on Multi-topic Iterative Derivation and Social Psychology. IEEE Transactions on Computational Social Systems, DOI: 10.1109/TCSS.2024.3463428.

9.        Yunpeng Xiao, Qunqing Zhang, Fei Tang, Rong Wang, Qian Li and Guoyin Wang. Cycle-Fed: A Double-Confidence Unlabeled Data Augmentation Method Based on Semisupervised Federated Learning. IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2024.3388731.

10.       Yunpeng Xiao, Wanjing Zhao, Yuyang Huang, Tun Li, Qian Li. A Joint Learning Recommendation Model for E-commerce Platforms Integrating Long-term and Short-term Interests. IEEE Transactions on Services Computing, doi: 10.1109/TSC.2024.3376232.

11.       Yunpeng Xiao, Xufeng Li, Tun Li, Rong Wang, Yucai Pang and Guoyin Wang. A Distributed Generative Adversarial Network for Data Augmentation under Vertical Federated Learning. IEEE Transactions on Big Data, doi: 10.1109/TBDATA.2024.3375150.

12.       Tun Li, Zhou Li, Kexin Ma, Qian Li, Rong Wang, Chaolong Jia, Yunpeng Xiao. A Malicious Information Traceability Model Based on Neighborhood Similarity and Multiple Types of Interaction, IEEE Transactions on Computational Social Systems, 2024, 11(5): 5815-5827.

13.       Tun Li , Peng Shou , Xin Wan , Qian Li , Rong Wang , Chaolong Jia , Yunpeng Xiao. A fast malware detection model based on heterogeneous graph similarity search. Computer Networks. 254(2024) 110799.

14.       Shihong Wei, Jian Zhang, Zhou Yang, Qian Li, Yucai Pang and Yunpeng Xiao*, A Click Conversion Rate Model of E-Commerce Platforms Aiming at Effective Data Sparse, IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 8(2): 1744-1755.

15.       Shihong Wei, Zhou Yang, Jian Zhang, Yang Zeng, Qian Li, Yunpeng Xiao∗. Click-through conversion rate prediction model of book e-commerce platform based on feature combination and representation. Expert Systems With Applications 238 (2024) 122276.

16.       Shihong Wei, Zhiwei Wang, Xubin An, Qian Li, Hanchun Xiao, Yunpeng Xiao∗. A recommendation model for e-commerce platforms oriented to explicit information compensation and hidden information mining. Knowledge-Based Systems 286 (2024) 111359.

17.       Shihong Wei, Liangyu Wang, Hejun Wu, Minguo Zhou, Qian Li, Yunpeng Xiao∗. Link prediction method for social networks based on a hierarchical and progressive user interaction matrix. Knowledge-Based Systems, 297 (2024) 111929.

18.       Tun Li, Ya Luo, Xin Wan, Qian Li, Qilie Liu, Rong Wang, Chaolong Jia, Yunpeng Xiao, A malware detection model based on imbalanced heterogeneous graph embeddings, Expert Systems with Applications, 246, (2024), 123109,

19.       Sirui Duan, Yuxun Long, Yunpeng Xiao, Rong Wang, Qian Li. E-commerce bookstore user alignment model based on multidimensional feature joint representation and implicit behavior compensation. Expert Systems with Applications, 2024, 238: 122084.

20.      Zhou Yang, Yucai Pang, Xuehong Li, Qian Li, Shihong Wei, Rong Wang, Yunpeng Xiao*. Topic Audiolization: A Model for Rumor Detection Inspired by Lie Detection Technology. Information Processing & Management, 2024, 61: 103563.

21.       Zhou Yang, Yucai Pang, Qian Li, Shihong Wei, Rong Wang, and Yunpeng Xiao. A model for early rumor detection base on topic-derived domain compensation and multi-user association. Expert Systems with Applications, 250 (2024): 123951.

22.      Yunpeng Xiao, Xuehong Li, Qunqing Zhang, Rui Lv, Qian Li and Rong Wang. Spreading Mosaic: An Image Restoration-Inspired Social Rumor Propagation Model. IEEE Transactions on Multimedia, 2024, 26: 2906-2917.

23.      Weikang He, Yunpeng Xiao*, Tun Li, Rong Wang, and Qian Li. Interest HD: An Interest Frame Model for Recommendation Based on HD Image Generation. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(10): 14356-14369.

24.      Yucai Pang, Xuehong Li, Shihong Wei, Qian Li, Yunpeng Xiao*. Topic to Image: A Rumor Detection Method Inspired by Image Forgery Recognition Technology. IEEE Transactions on Computational Social Systems, 2024, 11(2): 2819-2832.

25.      Shihong Wei, Xinming Zhou, Xubin An, Xu Yang, Yunpeng Xiao. A heterogeneous E-commerce user alignment model based on data enhancement and data representation, Expert Systems With Applications, 228 (2023) 120258.

26.      Tiancheng Xiang, Qian Li, Wen Li, Yunpeng Xiao*. A rumor heat prediction model based on rumor and anti-rumor multiple messages and knowledge representation, Information Processing & Management, 2023, 60(3): 103337.

27.      Yunpeng Xiao, Yu Zhu, Weikang He, Mengyang Huang, Influence prediction model for marketing campaigns on e-commerce platforms, Expert Systems With Applications, 211 (2023) 118575.

28.      Qian Li, Jinsong Yang, Tianji Dai, Yunpeng Xiao*, A predictive model based on user awareness and multi-type rumors forwarding dynamics, Information Sciences, 619 (2023) 795–816.

29.      Qian Li, Yufeng Xie, Xinhong Wu, Yunpeng Xiao*. User Behavior Prediction Model Based on Implicit Links and Multi-Type Rumor Messages. Knowledge-Based Systems. 2023, 262 (2023) 110276.

30.      Yunpeng Xiao, Zhen Huang, Qian Li, Xingyu Lu and Tun Li. Diffusion Pixelation: A Game Diffusion Model of Rumor & Anti-Rumor Inspired by Image Restoration, IEEE Transactions on Knowledge and Data Engineering, 2023, 35(5): 4682-4694.

31.       Qian Li, Tiancheng Xiang, Tianji Dai, Yunpeng Xiao*. An Information Dissemination Model Based on the Rumor & Anti-Rumor & Stimulate-Rumor and Tripartite Cognitive Game, IEEE Transactions on Cognitive and Developmental Systems, 2023, 15(2): 925-937.

32.      Yunpeng Xiao, Weikang He, Tao Yang, Qian Li. A Dynamic Information Dissemination Model Based on User Awareness and Evolutionary Games, IEEE Transactions on Computational Social Systems, 2023, 10(5): 2837-2846.

33.      Yunpeng Xiao, Wenbo Yuan, Xiangtao Yue, Tun Li and Qian Li, A Diffusion Model for Multimessage Multidimensional Complex Game Based on Rumor and Anti-Rumor, IEEE Transactions on Computational Social Systems, 2023, 10(5): 2672-2685.

34.      Xuemei Mou, Wei Xu, Yangfu Zhu, Qian Li and Yunpeng Xiao*, A Social Topic Diffusion Model Based on Rumor and Anti-Rumor and Motivation-Rumor, IEEE Transactions on Computational Social Systems, 2023, 10(5): 2644-2659.

35.      Tun Li, Yanbing Liu, Qilie Liu, Wei Xu, Yunpeng Xiao, Hong Liu. A Malware Propagation Prediction Model Based on Representation Learning and Graph Convolutional Networks. Digital Communications and Networks, 2023, 9: 1090-1100.

36.      Yunpeng Xiao, Wen Li, Shuai Qiang, Qian Li, Hanchun Xiao and Yanbing Liu, A Rumor & Anti-rumor Propagation Model Based on Data Enhancement and Evolutionary Game, IEEE Transactions on Emerging Topics in Computing, 2022, 10(2): 690-703.

37.      Yunpeng Xiao, WeiKang He, Yu Zhu, Jianghu Zhu, A click-through rate model of e-commerce based on user interest and temporal behavior, Expert Systems With Applications, 207 (2022) 117896.

38.      Qian Li, Cong Zeng, Wei Xu, Yunpeng Xiao*, A Social Rumor and Anti-rumor Game Diffusion Model Based on Sparse Representation and Tensor Completion, Journal of Network and Computer Applications, 2022, (201) 103343.

39.      Tianji Dai, Yunpeng Xiao*, Xia Liang, Qian Li, Tun Li. ICS-SVM: A user retweet prediction method for hot topics based on improved SVM. Digital Communications and Networks, 8 (2022) 186–193.

40.      Xingyu Lu, Jun Liu, Shengli Gan, Tun Li, Yunpeng Xiao, Yanbing Liu. Recommendation Model Based on Dynamic Interest Group Identification and Data Compensation. IEEE Transactions on Network and Service Management. 2022, 19(1): 89-99.

Research Book:

1.         Qian Li, Xingyu Lu, Bin Wu, Yunpeng Xiao. Classical Machine Learning Algorithms in Practice (in Python Edition). Tsinghua University Press (in Chinese), 2022.1.

2.        Yunpeng Xiao, Xingyu Lu, Ming Xu, Haohan Wang, Bin Wu, Yanbing Liu. Classical Machine Learning Algorithms in Practice (in Java Edition). Tsinghua University Press (in Chinese), 2018.5.

Teaching Book:

1.         Yunpeng Xiao, He Xi, Xingyu Lu. Java web programming. Tsinghua University Press (in Chinese), 2022.01.

2.        Yunpeng Xiao, Tun Li, Yanbing Liu. Java programming. Tsinghua University Press (in Chinese), 2019.08.

3.        Yunpeng Xiao, Hong Liu, Yanbing Liu. Android programming. Tsinghua University Press (in Chinese), 2018.10.

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Teaching Courses

Network Computing(for Postgraduate), Data Structure(for Undergraduate), Java Programming(for Undergraduate)

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More Detail Info:

https://scholar.google.com/citations?user=zQ-C7wwAAAAJ

https://orcid.org/0000-0002-2846-3571