个人简介

汪冉冉，现任科研博士后，中国计算机学会（CCF）服务计算专委会执行委员。2023年9月-2024年9月前往德国柏林洪堡大学博士联合培养。2025年6月在电子科技大学获得博士学位。2025年8月加入js3845金沙线路。主要研究方向包括网络信息传播机制、图挖掘、智能网络与服务等。在上述研究领域，近5年累计发表学术论文21篇，在IEEE Transactions on Knowledge and Data Engineering、IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Mobile Computing、IEEE Transactions on Services Computing、IEEE Transactions on Intelligent Transportation Systems、IEEE Transactions on Industrial Informatics等国际期刊上以及IEEE INFOCOM（CCF A）等国际会议上发表11篇一作/通信作者论文。担任IEEE Network、IEEE Systems Journal、 IEEE Transactions on Intelligent Transportation Systems、 Journal of Circuits, Systems, and Computers、 Transactions on Multimedia Computing Communications and Applications等多个国际期刊的审稿人。

 

研究兴趣

网络信息传播机制、图推理、复杂网络、边缘计算

谷歌学术主页：https://scholar.google.com/citations?hl=en&user=ImXq8NMAAAAJ

 

联系方式

wangrr9@mail.sysu.edu.cn

 

代表性论著：

  • Distributed Rumor Source Detection Via Boosted Federated Learning.IEEE Transactions on Knowledge and Data Engineering，2024. 一作中科院一区（CCFA，SCI:Q1,IF:8.9）。
  • Multiscale Information Diffusion Prediction With Minimal Substitution Neural Network. IEEE Transactions on Neural Networks and Learning Systems，2023. 一作中科院一区。（SCI:Q1,IF: 10.2）。
  • Anomaly detection service for blockchain transactions using minimal substitution-based label propagation. IEEE Transactions on Services Computing，2024. 一作中科院二区（CCFA，SCI:Q1,IF:5.5）。
  • Time-varying-aware network traffic prediction via deep learning in IIoT，IEEE Transactions on Industrial Informatics,2022, 一作中科院一区。（SCI:Q1,IF: 11.7）。
  • Software escalation prediction based on deep learning in the cognitive internet of vehicles. IEEE Transactions on Intelligent Transportation Systems, 2022. 一作中科院一区（SCI:Q1,IF: 7.9）。
  • Predicting Multi-Scale Information Diffusion via Minimal Substitution Neural Networks. 2024，IEEE International Conference on Computer Communications，一作CCFA会议论文
  • Online Popularity Prediction Service via Minimal Substitution Reinforcement Learning for Social Networks. 2025, IEEE Transactions on Services Computing, 一作CCFA
  • IDCC: Influence-Driven Content Cache for NFC in IoE. 2025, IEEE Internet of Things Journal,一作中科院二区。
  • Diversity-Driven Proactive Caching for Mobile Networks. IEEE Transactions on Mobile Computing, 2023. 学生一作/通信作者中科院一区。（CCFA，SCI:Q1,IF:7.7）
  • Heterogeneous information network-based music recommendation system in mobile networks. Computer Communications, 2020.一作

其他论文：

  • Wang, Yiran, Yin Zhang, Ranran Wang, Zhaokang Zhang, and Wenchao Wan. "GNIDP: Gaussian-Noise-based Information Diffusion Prediction Model." In 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), pp. 1767-1776. IEEE, 2023.
  • Cheng, Guangquan, Chi Jiang, Binglei Yue, Ranran Wang, Bander Alzahrani, and Yin Zhang. "AI-driven proactive content caching for 6G." IEEE Wireless Communications 30, no. 3 (2023): 180-188.
  • Jiang, Yinan, Ranran Wang, Jianshan Sun, Yashen Wang, Haofang You, and Yin Zhang. "Rumor localization, detection and prediction in social network." IEEE Transactions on Computational Social Systems 11, no. 3 (2022): 3168-3178.
  • Zhang, Yin, Yujie Li, Ranran Wang, M. Shamim Hossain, and Huimin Lu. "Multi-aspect aware session-based recommendation for intelligent transportation services." IEEE Transactions on Intelligent Transportation Systems 22, no. 7 (2020): 4696-4705.
  • Zhang, Yin, Yujie Li, Ranran Wang, Jianmin Lu, Xiao Ma, and Meikang Qiu. "PSAC: Proactive sequence-aware content caching via deep learning at the network edge." IEEE Transactions on Network Science and Engineering 7, no. 4 (2020): 2145-2154.
  • Ma, Xiao, Ranran Wang, Yin Zhang, Chi Jiang, and Haider Abbas. "A name disambiguation module for intelligent robotic consultant in industrial Internet of things." Mechanical Systems and Signal Processing 136 (2020): 106413.
  • Ranran Wang, Yi Ye, Chi Jiang, and Xiao Ma. "HIN-VMReSys: Heterogeneous Information Network based Vehicle Music Recommendation System." In 2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), pp. 1-6. IEEE, 2019.
  • Ma, Xiao, Ranran Wang, and Yin Zhang. "Author name disambiguation in heterogeneous academic networks." In International Conference on Web Information Systems and Applications, pp. 126-137. Cham: Springer International Publishing, 2019.
  • Zhang, Yin, Ranran Wang, M. Shamim Hossain, Mohammed F. Alhamid, and Mohsen Guizani. "Heterogeneous information network-based content caching in the internet of vehicles." IEEE Transactions on Vehicular Technology 68, no. 10 (2019): 10216-10226.