About
Jianxi Gao is working in the area of network science, especially on network resilience, robustness, and control. His research is focused on using network theory, control theory, statistic physics, and operation research to understand, predict, and ultimately control the resilience, cascading failures of complex systems. He is also working on the intersection between network science and AI, including network science for AI and AI for network science.
Research
Our research focuses on developing network science tools to understand complex systems’ structure and dynamics, including robustness, resilience, and control, with applications in infrastructure, society, technology, and the environment.
Primary Research Focus
Network Science and Machine Learning;
Other Focus Areas
We are exploring interdisciplinary research directions about complex networks. For example, neural architecture search and neural network model selection using network science tools, quantum communication networks, the dynamics and structure of networks with incomplete information, resilience and polarization in social networks, infrastructural network failures due to natural disasters, and COVID-19-related research.
The following is a selection of recent publications in Scopus. Jianxi Gao has 111 indexed publications in the subjects of Medicine, Physics and Astronomy, Physics and Astronomy.
Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao
Proceedings of the Aaai Conference on Artificial Intelligence
, 39
, 2025
, pp.16289-16297
.
Songtao Lu, Yanna Ding, Lior Horesh, Jianxi Gao, Malik Magdon-Ismail
ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings
, 2025
.
Xinqi Hu, Gaogao Dong, Kim Christensen, Hanlin Sun, Jingfang Fan, Zihao Tian, Jianxi Gao, Shlomo Havlin, Renaud Lambiotte, Xiangyi Meng
Science Advances
, 11
, 2025
.
Zhenhan Huang, Kavitha Srinivas, Horst Samulowitz, Niharika S. D’souza, Charu C. Aggarwal, Pin Yu Chen, Jianxi Gao
Transactions on Machine Learning Research
, 2025-April
, 2025
.
Shiyan Liu, Mingyang Bai, Shengmin Guo, Jianxi Gao, Huijun Sun, Zi You Gao, Daqing Li
Pnas Nexus
, 4
, 2025
.
Mingxue Guo, Tingting Zhao, Jianxi Gao, Xin Meng, Ziyou Gao
Patterns
, 6
, 2025
.
Jingtao Ding, Yu Zheng, Huandong Wang, Carlo Vittorio Cannistraci, Jianxi Gao, Yong Li, Chuan Shi
Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025
, 2025
, pp.5-8
.
Zhenhan Huang, Tejaswini Pedapati, Pin Yu Chen, Jianxi Gao
ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings
, 2025
.
Chunhong Li, Weiping Wang, Albert Solé-Ribalta, Javier Borge-Holthoefer, Bin Jia, Zhiyuan Liu, Bin Yu, Ziyou Gao, Jianxi Gao
Nature Sustainability
, 8
, 2025
, pp.741-752
.
Tianlei Zhu, Xin Yang, Zhiao Ma, Jianxi Gao, Jianjun Wu
Transport Policy
, 163
, 2025
, pp.1-13
.
View All Scopus Publications
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