Hi, my name is Ding Lyu. I am a Ph.D. candidate supervised by Prof. Lin Wang and Prof. Xiaofan Wang at the Complex Network and Control Lab at Shanghai Jiao Tong University. I was a visiting Ph.D student supervised by Prof. Alex 'Sandy' Pentland at the Human Dynamics Group at MIT Media Lab, supported by CSC Scholarship.

I am interested in:

  • Computational Social Science (empirical analysis of social networks, human behavior in complex social systems)
  • Graph Machine Learning (temporal graph neural networks for understanding network evolution and dynamics)
  • Confrontation Game of Networks (competitive game of systems from a network perspective, modeling and reinforcement learning)

Before I am enrolled into a doctoral program at Shanghai Jiao Tong University, I received a Bachelor's Degree from School of Control Science and Engineering at Shandong University.

Intern:

  • [07/14/2021-10/14/2021] Intern algorithm engineer (Machine Learning) at Ant Group (Shanghai).
Service:
  • Reviewer of IEEE TCAS-II, IFAC-WC, NetSci, IEEE IEEE CCC.
  • Organizer of NetSci 2022.

Journal:

  • Ding Lyu, Yuan Yuan, Lin Wang, Xiaofan Wang, and Alex Pentland, "Investigating and Modeling the Dynamics of Long Ties," Communications Physics 2022. (Nature Portfolio) DOI: 10.1038/s42005-022-00863-w.
  • Ding Lyu, Yansong Teng, Lin Wang, Xiaofan Wang, and Alex Pentland, "An Experimental Study of Tie Transparency and Individual Perception in Social Networks," Proceedings of the Royal Society A 2022. DOI: 10.1098/rspa.2021.0744.
  • Ding Lyu, Hanxiao Liu, Lin Wang, and Xiaofan Wang, "A Two-network Adversarial Game: Model, Strategy, and Structure," Communications in Nonlinear Science and Numerical Simulation, accepted.
  • Ding Lyu, Hanxiao Liu, Lin Wang, and Xiaofan Wang, "Evolution of Cooperation in a Mixed Cooperative-competitive Structured Population," under review by Physica A: Statistical Mechanics and its Applications.
  • Shuyang Shi, Ding Lyu, Lin Wang, Xiaofan Wang, and Guanrong Chen, "Characterizing Regional Importance in Cities with Human Mobility Motifs of Metro Networks," under review by IEEE Transactions on Computational Social Systems.
  • Hanxiao Liu, Yuqing Ni, Ding Lyu, Xiaoqiang Ren, and Xiaofan Wang, "Subsystem-importance-aware DoS Attacks and Countermeasures," Automatica, 2024. DOI: 10.1016/j.automatica.2024.111640

Conference:

  • Ding Lyu, Yansong Teng, Lin Wang, Xiaofan Wang, Alex Pentland, "Tie Transparency in Social Networks," International Conference on Computational Social Science (IC2S2 2020).
  • Ding Lyu, Yuan Yuan, Lin Wang, Xiaofan Wang, Alex Pentland, "Investigating and Modeling the Dynamics of Long Ties," NetSci 2022.
  • Ding Lyu, Yuan Yuan, Lin Wang, Xiaofan Wang, Alex Pentland, "Investigating and Modeling the Dynamics of Long Ties," International Conference on Computational Social Science (IC2S2 2022).
  • Xuhong Wang, Ding Lyu, et al. "APAN: Asynchronous propagation Attention Network for Real-time Temporal Graph Embedding," International Conference on Management of Data (SigMod 2021). DOI: 10.1145/3448016.3457564

Patent:

  • 一种针对信息物理系统远程状态估计的拒绝服务攻击方法, CN 115840363 A, 已授权, 第三发明人

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Shanghai Jiao Tong University

SEIEE.

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Massachusetts Institute of Technology

Media lab.