SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction. - Yiming Zhang; Baojia Han; Ximing Li 002; Wei Pang 001; Fausto Giunchiglia; Xiaoyue Feng; Renchu Guan (AAAI, 2026)