orthogonal

The paper introduces YB-Mixer, a token-mixing layer derived from the generalized Yang-Baxter equation, which is exactly norm-preserving, depth-stable, and allows order-free and variable-budget inference. It achieves competitive performance on long-range memory tasks with fewer parameters compared to attention and state-space baselines.