简介
嗨，我是吕丁，博士毕业于上海交通大学电子信息与电气工程学院自动化系复杂网络及控制实验室，师从汪小帆教授与王琳教授。 博士三年级的时候，受国家留学基金委的资助，我在美国麻省理工学院媒体实验室进行了一年的博士联合培养，指导老师是人类动力学实验室的Alex Pentland教授。
我主要的研究方向是：
- 复杂网络建模与分析（对社会网络的实证分析，主要是复杂社会系统中人类行为的发掘与解释）
- 图机器学习（动态图神经网络，主要应用于理解网络演化及动力学机制）
- 网络对抗博弈（从网络科学视角理解系统竞争对抗，建模及强化学习）
在我进入上海交大读博之前，我本科毕业于山东大学控制科学与工程学院卓越工程师班，并取得工学学士学位。
经历
实习：
- [07/14/2021-10/20/2021] 蚂蚁集团上海机器学习算法实习生
- IEEE TCAS-II、IFAC-WC、IEEE SMC、NetSci、IEEE CCC 审稿人
- NetSci 2022会议组织者
论文
期刊：
- 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.
会议：
- 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).
专利：
- 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，ZL 2022 1 1555276.7，第三发明人
