3 papers
stat.AP2026
The Gold Rush in AI4Math: Where Are We Now?
Jiashun Jin, Zheng Tracy Ke, Bingcheng Sui
Recent advances in artificial intelligence (AI) have sparked growing interest in its use for mathematical research. While some view this as a major opportunity for discovery, other…
math.RA2026
A New Impossibility Region for the Symmetric Nonnegative Inverse Eigenvalue Problem
Jiashun Jin, Zheng Tracy Ke, Bingcheng Sui
We present a new impossibility region for the symmetric nonnegative inverse eigenvalue problem. The region lies in the low-trace regime and, to the best of our knowledge…
cs.CL2025
Counting Cycles with AI: Counting Cycles with AI: Computationally Efficient Equivalent Forms with Applications
Jiashun Jin, Zheng Tracy Ke, Bingcheng Sui +1
Cycle count statistics are fundamental tools in statistics and engineering, with applications in motif counting, channel coding, and statistical inference of network and matrix dat…