CAPS: Unifying Attention, Recurrence, and Alignment in Transformer-based Time Series Forecasting. - Viresh Pati; Yubin Kim 007; Vinh Pham; Jevon Twitty; Shihao Yang 002; Jiecheng Lu (CoRR, 2026)

ZeroS: Zero-Sum Linear Attention for Efficient Transformers. - Jiecheng Lu; Xu Han; Yan Sun; Viresh Pati; Yubin Kim 007; Siddhartha Somani; Shihao Yang 002 (CoRR, 2026)

StretchTime: Adaptive Time Series Forecasting via Symplectic Attention. - Yubin Kim 007; Viresh Pati; Jevon Twitty; Vinh Pham; Shihao Yang 002; Jiecheng Lu (CoRR, 2026)