Ding Lyu

Hi, my name is Ding Lyu. I obtained a Ph.D. under the supervision of Prof. Xiaofan Wang and Prof. Lin 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)
Adversarial Game of Networks (competitive game of systems from a network perspective, modeling and reinforcement learning)

Intern:

[07/14/2021-10/20/2021] Intern algorithm engineer (Machine Learning) at Ant Group (Shanghai).

Service:

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 2024. DOI: 10.1016/j.cnsns.2024.108043.
Ding Lyu, Hanxiao Liu, Lin Wang, and Xiaofan Wang, "Evolution of Cooperation in a Mixed Cooperative-competitive Structured Population," Physica A: Statistical Mechanics and its Applications 2024. DOI: 10.1016/j.physa.2024.130035.
Ding Lyu, Hanxiao Liu, Chuang Deng, and Xiaofan Wang, "Promotion of Cooperation in a Structured Population with Environmental Feedbacks," Chaos: An Interdisciplinary Journal of Nonlinear Science. DOI: 10.1063/5.0236333.
Shuyang Shi, Ding Lyu, Lin Wang, Xiaofan Wang, and Guanrong Chen, "Characterizing Regional Importance in Cities with Human Mobility Motifs of Metro Networks," arXiv: abs/2405.04066.
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.
Tao Yang, Siyi Liao, Ding Lyu, Jiansen Lin, Xindong Liang, Jianjun Jia, "A Computing and Network Resource Scheduling Approach in Compute First Networking Based on Deep Reinforcement Learning," International Conference on Computer and Communication Systems (ICCCS 2025).

Patent：

SEIEE.

Media lab.