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cs.LG2025
CORGI: GNNs with Convolutional Residual Global Interactions for Lagrangian Simulation
Ethan Ji, Yuanzhou Chen, Arush Ramteke +5
Partial differential equations (PDEs) are central to dynamical systems modeling, particularly in hydrodynamics, where traditional solvers often struggle with nonlinearity and compu…
cs.LG2025
Accelerating Time Series Foundation Models with Speculative Decoding
Pranav Subbaraman, Fang Sun, Jinxi Yu +4
Time series forecasting drives operational decisions under tight latency budgets, and autoregressive time series foundation models (TSFMs) increasingly deliver the most accurate fo…