High Reconstructability of Degree‑Heterogeneous Networks

Jia‑Jie Qin, Gang Yan

Physical Review Letters. 2025.

Early Predictor for the Onset of Critical Transitions in Networked Dynamical Systems

Zijia Liu, Xiaozhu Zhang, Xiaolei Ru, Ting‑Ting Gao, Jack Murdoch Moore, Gang Yan

Physical Review X. 2024.

Learning interpretable dynamics of stochastic complex systems from experimental data

Ting‑Ting Gao, Baruch Barzel, Gang Yan

Nature Communications. 2024.

Geometric Scaling Law in Real Neuronal Networks

Xin‑Ya Zhang, Jack Murdoch Moore, Xiaolei Ru, Gang Yan

Physical Review Letters. 2024.

Network Spreading from Network Dimension

Jack Murdoch Moore, Michael Small, Gang Yan, Huijie Yang, Changgui Gu, Haiying Wang

Physical Review Letters. 2024.

Autonomous inference of complex network dynamics from incomplete and noisy data

Ting‑Ting Gao, Gang Yan

Nature Computational Science. 2022.

Detecting and modelling real percolation and phase transitions of information on social media

Jiarong Xie, Fanhui Meng, Jiachen Sun, Xiao Ma, Gang Yan, Yanqing Hu

Nature Human Behaviour. 2021.

Predictability of real temporal networks

Disheng Tang, Wenbo Du, Louis Shekhtman, Yijie Wang, Shlomo Havlin, Xianbin Cao, Gang Yan

National Science Review. 2020.

Network control principles predict neuron function in the Caenorhabditis elegans connectome

Gang Yan, P.E. Vértes, E.K. Towlson, Y.L. Chew, D.S. Walker, W.R. Schafer, A.-L. Barabási

Nature. 2017.

Spectrum of controlling and observing complex networks

Gang Yan, Georgios Tsekenis, Baruch Barzel, Jean‑Jacques Slotine, Yang‑Yu Liu, Albert‑Laszlo Barabasi

Nature Physics. 2015.

Controlling Complex Networks: How Much Energy Is Needed?

Gang Yan, Jie Ren, Ying‑Cheng Lai, Choy‑Heng Lai, Baowen Li

Physical Review Letters. 2012.

Efficient routing on complex networks

G. Yan, T. Zhou, B. Hu, Z.‑Q. Fu, B.‑H. Wang

Physical Review E. 2006.

Evolutionary Dynamics of Pairwise and Group Cooperation in Heterogeneous Social Networks

Dini Wang, Peng Yi, Gang Yan, Feng Fu

IEEE Transactions on Network Science and Engineering. 2026.

Resonant Beam Multitarget DOA Estimation

Yixuan Guo, Qingwei Jiang, Mingliang Xiong, Wen Fang, Mingqing Liu, Qingqing Zhang, Shuaifan Xia, Qingwen Liu, Gang Yan

IEEE Internet of Things Journal. 2026.

Topological swarmalators

Jun‑Bo Gou, Marc Timme, Xiaozhu Zhang, Gang Yan

Physical Review Research. 2026.

Coarse‑graining complex networks by optimizing mutual information estimates of random walks

Xin‑Ya Zhang, Xiaolei Ru, Zijia Liu, Jack Murdoch Moore, Gang Yan

Journal of Physics: Complexity. 2025.

Resonant Beam Enabled Passive 3‑D Positioning

Yixuan Guo, Mingliang Xiong, Wen Fang, Qingwei Jiang, Mengyuan Xu, Qingwen Liu, Gang Yan

IEEE Internet of Things Journal. 2025.

Organization of a neuron‑resolution central brain network: topology, geometry, and anatomy

Xin‑Ya Zhang, Gang Yan, Jack Murdoch Moore

Journal of Complex Networks. 2025.

Delayed threshold and spatial diffusion in k‑core percolation induced by long‑range connectivity

Xin‑Ya Zhang, Yi Yao, Zhiyu Han, Gang Yan

Communications Physics. 2025.

Resonant Beam Enabled DoA Estimation in Passive Positioning System

Yixuan Guo, Qingwei Jiang, Mengyuan Xu, Wen Fang, Qingwen Liu, Gang Yan, Qunhui Yang, Hai Lu

IEEE Transactions on Wireless Communications. 2024.

Brain‑inspired wiring economics for artificial neural networks

Xin‑Jie Zhang, Jack Murdoch Moore, Ting‑Ting Gao, Xiaozhu Zhang, Gang Yan, Petros Koumoutsakos

PNAS Nexus. 2024.

Mixup in Latent Geometry for Graph Classification

Zijia Liu, Xiaolei Ru, Jack Murdoch Moore, Xin‑Ya Zhang, Gang Yan

IEEE Transactions on Network Science and Engineering. 2024.

Universal structural patterns in sparse recurrent neural networks

Xin‑Jie Zhang, Jack Murdoch Moore, Gang Yan, Xiang Li

Communications Physics. 2023.

Foresight and relaxation enable efficient control of nonlinear complex systems

Xin Zhang, Xiaozhu Zhang, Gang Yan, Jack Murdoch Moore

Physical Review Research. 2023.

Correlation dimension in empirical networks

Jack Murdoch Moore, Haiying Wang, Michael Small, Gang Yan, Huijie Yang, Changgui Gu

Physical Review E. 2023.

Nonparametric Power‑Law Surrogates

Jack Murdoch Moore, Gang Yan, Eduardo G. Altmann

Physical Review X. 2022.

Why temporal networks are more controllable: Link weight variation offers superiority

Xin‑Ya Zhang, Jie Sun, Gang Yan

Physical Review Research. 2021.

Network‑Based Heterogeneous Particle Swarm Optimization and Its Application in UAV Communication Coverage

Wenbo Du, Wen Ying, Peng Yang, Xianbin Cao, Gang Yan, Ke Tang, Dapeng Wu

IEEE Transactions on Emerging Topics in Computational Intelligence. 2020.

Introduction to the Special Section on Network Science in Biological and Bio‑Inspired Systems

Gang Yan, Alex Arenas, Reka Albert

IEEE Transactions on Network Science and Engineering. 2020.

A graph representation of functional diversity of brain regions

D. Yin, X. Chen, K. Zeljic, Y. Zhan, X. Shen, G. Yan, Z. Wang

Brain and Behavior. 2019.

Caenorhabditis elegans and the network control framework‑FAQs

E.K. Towlson, P.E. Vértes, G. Yan, Y.L. Chew, D.S. Walker, W.R. Schafer, A.-L. Barabási

Philosophical Transactions of the Royal Society B: Biological Sciences. 2018.

Heterogeneous Strategy Particle Swarm Optimization

Wen‑Bo Du, Wen Ying, Gang Yan, Yong‑Bo Zhu, Xian‑Bin Cao

IEEE Transactions on Circuits and Systems II: Express Briefs. 2017.

Identifying vital edges in Chinese air route network via memetic algorithm

Wenbo Du, Bo Liang, Gang Yan, O. Lordan, Xianbin Cao

Chinese Journal of Aeronautics. 2017.

Recordings of Caenorhabditis elegans locomotor behaviour following targeted ablation of single motorneurons

Y.L. Chew, D.S. Walker, E.K. Towlson, P.E. Vértes, G. Yan, A.-L. Barabási, W.R. Schafer

Scientific Data. 2017.

Degree heterogeneity and stability of ecological networks

Gang Yan, Neo D. Martinez, Yang‑Yu Liu

Journal of The Royal Society Interface. 2017.

Selectively‑informed particle swarm optimization

Yang Gao, Wenbo Du, Gang Yan

Scientific Reports. 2015.

Efficient routing on multilayered communication networks

Jie Zhou, Gang Yan, Choy‑Heng Lai

EPL. 2013.

Enhancing network transmission capacity by efficiently allocating node capability

Guo‑Qing Zhang, Shi Zhou, Di Wang, Gang Yan, Guo‑Qiang Zhang

Physica A: Statistical Mechanics and Its Applications. 2011.

The effect of packet lifetime on scale‑free network information traffic

Wen‑Bo Du, Xian‑Bin Cao, Chun‑Lin Chen, Gang Yan

Physica A: Statistical Mechanics and Its Applications. 2011.

Development of friendship network among young scientists in an international Summer School

Haiping Yin, Zhihai Rong, Gang Yan

Physica A: Statistical Mechanics and Its Applications. 2009.

Synchronization performance of complex oscillator networks

Gang Yan, Guanrong Chen, Jinhu Lü, Zhong‑Qian Fu

Physical Review E. 2009.

Synchronization speed of identical oscillators on community networks

Zhen Zhang, Zhong‑Qian Fu, Gang Yan

Chinese Physics B. 2009.

Consensus on de Bruijn graphs

Gang Yan, Zhong‑Qian Fu, Guanrong Chen

European Physical Journal B. 2008.

Epidemic threshold and phase transition in scale‑free networks with asymmetric infection

Gang Yan, Zhong‑Qian Fu, Guanrong Chen

European Physical Journal B. 2008.

Epidemic spread in weighted scale‑free networks

G. Yan, T. Zhou, J. Wang, Z.‑Q. Fu, B.‑H. Wang

Chinese Physics Letters. 2005.

General dynamics of topology and traffic on weighted technological networks

W.‑X. Wang, B.‑H. Wang, B. Hu, et al.

Physical Review Letters. 2005.

Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect

Xiaolei Ru, Xin‑Ya Zhang, Zijia Liu, Jack Murdoch Moore, Gang Yan

NeurIPS Spotlight. 2024.

Inferring Patient Zero on Temporal Networks via Graph Neural Networks

Xiaolei Ru, Jack Murdoch Moore, Xin‑Ya Zhang, Yeting Zeng, Gang Yan

AAAI Oral. 2023.