傅洛伊       LuoYi Fu

Personal Information


Associate Professor (tenure track)

Department of Computer Science and Engineering

Shanghai Jiao Tong University


1-428 SEIEE Building

800 Dongchuan Road

Shanghai 200240, P. R. China


Email

yiluofu@sjtu.edu.cn

fu-ly@cs.sjtu.edu.cn

Homepage

http://www.cs.sjtu.edu.cn/~fu-ly/index.html

Acemap

https://www.acemap.info/


Research Interest: data-driven IoT, social networking, data mining & engineering, fundamental limits.

Click here to learn more about my recent research projects.

Teaching:

Mobile Internet: [Website] [Material]

Book:

《Introduction to Mobile Internet》 has been published !

Third Edition
Fourth Edition

Talks:

(You are free to download and use for your own purposes)
  • From IoT , IoD to IoI: They are All Graph of Things (GoT) [slides]

  • Measuring and Analyzing Knowledge in Large Graph based Methodologies-A Case Study in Internet of Papers (IOP) [slides]

  • Quantifying and Analyzing Knowledge: A Structurized Perspective [slides]

  • Graph Matching Related Network De-anonymization [slides]

  • Finding Connections in Uncertain Networks/Graphs [slides]

  • A Brief Look into The Classic Works of Mobile Internet in Early Years [slides]

  • Most Widely Used Math Tools in Network Analysis [slides]

News:

  • Top 10 2019 N²Women Rising Stars in Computer Networking and Communications

  • Editor of IEEE/ACM Transactions on Networking

  • Associate Editor of ACM Transactions on Sensor Networks

  • Associate Editor of IEEE Transactions on Network Science and Engineering

  • TPC of ACM Sigmetrics / Performance 2022, 2023

  • Guest Editor of Applied Science (Special Issue: Advances in AI-Driven Data Mining) 2022

  • Guest Editor of IEEE Open Journal of the Communications Society

  • Area Editor of Computer Networks

  • Editor of China Communications (中国通信)

Selected Articles of Recent Research Focuses:

Graph Entropy and Its Application:
  • [TON] L. Fu, J. Zhang, S. Qu, H. Kang, X. Wang and G. Chen, "Measuring Social Network De-anonymizability by Means of Morphism Property", to appear in IEEE/ACM Transactions on Networking, 2022. [PDF]

  • [TIT] X. Liu ,L. Fu, X. Wang, C. Zhou, "On the Similarity between von Neumann Graph Entropy and Structural Information: Interpretation, Computation, and Applications," in IEEE Transactions on Information Theory, 2022. [PDF]

  • [WWW] X. Liu, L.Fu, X. Wang, "Bridging the Gap between von Neumann Graph Entropy and Structural Information: Theory and Applications", to appear in WWW, 2021. [PDF]

  • [PLOS] L. Fu, D. Lu, Q. Li, X. Wang and C. Zhou, "Can We 'Feel' the Temperature of Knowledge? Modelling Scientific Popularity Dynamics via Thermodynamics", in PLOS ONE, 2020. [PDF]

  • [CIKM] C. Deng, Y. Jia, H. Xu, C. Zhang, J. Tang, L. Fu, Weinan Zhang, Haisong Zhang, Xinbing Wang, Chenghu Zhou, "GAKG: A Multimodal GeoScience Academic Knowledge Graph" to appear in CIKM, 2021. [PDF] [Github]

  • [INFOCOM] C. Zhang, Q. Guo, L. Fu, X. Gan and X. Wang "ITE: A Structural Entropy Based Approach for Source Detection", in IEEE INFOCOM 2021, Vancouver, May, 2021. [PDF]

  • [INFOCOM] X. Liu, L. Fu, X. Wang and J. Hopcroft, "ProHiCo: A Probabilistic Framework to Hide Communities in Large Networks", in IEEE INFOCOM 2021, Vancouver, May, 2021. [PDF]

Graph Matching Based Social Network De-anonymizing:
  • [TON] L. Fu, J. Zhang, S. Wang, X. Wu, X. Wang and G. Chen, "De-anonymizing Social Networks with Overlapping Community Structure", to appear in IEEE/ACM Transactions on Networking, 2019. [PDF]

  • [INFOCOM] J. Zhang, L. Fu, X. Wang and G. Chen, "De-anonymizing Social Networks Under Partial Overlap: An F-score Based Approach", in IEEE INFOCOM 2021, Vancouver, May, 2021. [PDF]

  • [MOBIHOC] B. Miao, S. Wang, L. Fu and X. Lin, "De-anonymizability of Social Network: Through the Lens of Symmetry", to appear in ACM MobiHoc, 2020. [PDF]

Other Selected Articles:
  • [TON] L. Fu, J. Xu, S. Qu, Z. Xu, X. Wang, G. Chen, Seeking the Truth in a Decentralized Manner, IEEE/ACM Transactions on Networking , 2021, 29(5): 2296-2312. [PDF]

  • [TON]L. Fu, Jiapeng Zhang, Shuaiqi Wang, Xinyu Wu, Xinbing Wang, Guihai Chen, De-anonymizing Social Networks with Overlapping Community Structure, IEEE/ACM Transactions on Networking, 2020, 28(1): 360-375. [PDF]

  • [TON] L. Fu, S. Ma, L. Kong, S. Shi, X. Wang, "FINE: A Framework for Distributed Learning on Incomplete Observations for Heterogeneous Crowdsensing Networks", to appear in IEEE/ACM Transactions on Networking, 2018. [PDF]

  • [TON] L. Fu, X. Fu, Z. Zhang, Z. Xu, X. Wu, X. Wang and S. Lu, "Joint Optimization of Multicast Energy in Delay-constrained Mobile Wireless Networks", to appear in IEEE/ACM Transactions on Networking, 2018. [PDF]

  • [TON] L. Fu, X. Fu, Z. Xu, Q. Peng, X. Wang and S. Lu, "Determining Source-Destination Connectivity in Uncertain Networks: Modeling and Solutions," to appear in IEEE/ACM Transactions on Networking, 2017. [PDF] [Code on ANAP]

  • [TON] L. Fu, Xinbing Wang, PR Kumar , Are We Connected? Optimal Determination of Source-Destination Connectivity in Random Networks, IEEE/ACM Transactions on Networking, 2017, 25(2): 751-764. [PDF]

  • [TON] Xu Li, Feilong Tang, Yanmin Zhu, L. Fu, Jiadi Yu, Long Chen, Jiacheng Liu , Processing-while-Transmitting: Cost-Minimized Transmission in SDN-Based STINs, IEEE/ACM Transactions on Networking, 2021, DOI: 10.1109/TNET.2021.3107413, 2021. [PDF]

  • [TON] Jiaqi Liu, L. Fu, Yuhang Yao, Xinzhe Fu, Xinbing Wang, Guihai Chen , Modeling, Analysis and Validation of Evolving Networks With Hybrid Interactions, IEEE/ACM Transactions on Networking, 2019, 27(1): 126-142. [PDF]

  • [TON] X. Wu, L. Fu,Y. Yao, X. Fu, X. Wang and G. Chen, "GLP: A Novel Framework for Group-level Location Promotion in Geo-social Networks", to appear in IEEE/ACM Transactions on Networking, 2018. [PDF]

  • [TON] J. Zhang, L. Fu, Q. Wang, L. Liu, X. Wang, Xinbing Wang,"Connectivity Analysis in Wireless Networks with Correlated Mobility and Cluster Scalability" to appear in IEEE/ACM Transactions on Networking, 2017. [PDF]

  • [TON] Xuanyu Cao, Jinbei Zhang, L. Fu, Weijie Wu, Xinbing Wang , Optimal Secrecy Capacity-delay Tradeoff in Large-scale Mobile ad hoc Networks, IEEE/ACM Transactions on Networking, 2016, 24(2): 1139-1152. [PDF]

  • [TON] Jinbei Zhang, L. Fu, Xinbing Wang , Asymptotic Analysis on Secrecy Capacity in Large-scale Wireless Networks, IEEE/ACM Transactions on Networking, 2014, 22(1): 66-79. [PDF]

  • [TON] Xinbing Wang, L. Fu, Chenhui Hu , Multicast Performance With Hierarchical Cooperation, IEEE/ACM Transactions on Networking, 2012, 20(3): 917-930. [PDF]

See full publication list for more research highlights!