2 papers
cs.CL2026
Provenance Before Prose: Claim-Locked Reporting
Xiao Fan, Jingyuan Li, Hongbin Guo +2
Large language models (LLMs) can fluently verbalize statistical evidence, yet statistical reports can still drift numerical values, invert effect directions, or restate thresholded…
cs.CV2026
Frequency-Decorrelated Temporal Ensembles for EEG--fNIRS Imagined-Handwriting Decoding
Xiao Fan, Hongbin Guo, Yubo Han +1
Imagined handwriting offers a temporally rich paradigm for non-invasive neural decoding, yet reliable recognition across unseen participants remains difficult because scalp EEG is…