Mutian Shen

Finding spin glass ground states through deep reinforcement learning

Yang-Yu Liu, Yizhou Sun, Z. Nussinov, 2021, 2109.14411.

Searching for spin glass ground states through deep reinforcement learning

Yizhou Sun, Z. Nussinov, Yang‐Yu Liu, 2023, Nature Communications.

Compressive Sensing by Shortest Solution Guided Decimation

Pan Zhang, Mutian Shen, Haijun Zhou, 2017, arXiv.org.

Universal Fragility of Spin Glass Ground States under Single Bond Changes.

Z. Nussinov, Mutian Shen, M. Weigel, 2023, Physical review letters.

Transform then Explore: a Simple and Effective Technique for Exploratory Combinatorial Optimization with Reinforcement Learning

Z. Nussinov, Mutian Shen, Zhong Liu, 2024, 2404.04661.