一作ICML 2026Poster· General Machine Learning / Sequential, Network, and Time Series Modeling
CARE: Adaptive Calibration for Reliable Recommendations
Nitin Bisht · Huan Huo · Xiuwen Gong · Guandong Xu
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Nitin Bisht · Huan Huo · Xiuwen Gong · Guandong Xu
Nitin Bisht · Linjiang Guo · Xiuwen Gong · Huan Huo · Guandong Xu
Linjiang Guo · Nitin Bisht · Shiqing Wu · Huan Huo · Xianzhi Wang · Guandong Xu
Although attention-based sequential recommenders have achieved strong accuracy, they can exhibit a systematic failure mode, i.e., lost-in-the-middle, where attention disproportionately concentrates on sequence boundaries to informative middle behaviors. Through controlled perturbations, we find t...