Publications

Automatic Symmetry Discovery with Lie Algebra Convolutional Network. Dehmamy, Nima, Robin Walters, Yanchen Liu, Dashun Wang, and Rose Yu. "Automatic Symmetry Discovery with Lie Algebra Convolutional Network." In Thirty-Fifth Conference on Neural Information Processing Systems. 2021.

Approximate Network Symmetry. Yanchen Liu. arXiv preprint arXiv:2012.05129 (2020).

Isotopy and energy of physical networks. Yanchen Liu, Nima Dehmamy, and Albert-László Barabási. Nature Physics (2020): 1-7

Thresholding normally distributed data creates complex networks. Cantwell, George T., Yanchen Liu, Benjamin F. Maier, Alice C. Schwarze, Carlos A. Serván, Jordan Snyder, and Guillaume St-Onge. Physical Review E 101, no. 6 (2020): 062302.

Weighted community detection and data clustering using message passing. Shi, Cheng, Yanchen Liu, and Pan Zhang. Journal of Statistical Mechanics: Theory and Experiment 2018.3 (2018): 033405.