作者位次 #2/6ICML 2026Poster· General Machine Learning / Supervised Learning
Risk-Bounded Distribution Reconstruction: Stable Statistic Calibration for Long-Tailed Recognition
Guanliang Liu · Wenchao Chen · Long Tian · Xuefei Cao · Hongwei Liu · Bo Chen
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Guanliang Liu · Wenchao Chen · Long Tian · Xuefei Cao · Hongwei Liu · Bo Chen
Yufei Li · Long Tian · Yuyang Dai · Wenchao Chen · Liang Bao · Xiyang Liu
Weijiang Lv · Yaoxuan Feng · Xiaobo Xia · Jiayu Wang · Yan Jing · Wenchao Chen · Bo Chen
Chain-of-Thought reasoning is widely used to improve the interpretability of multimodal large language models (MLLMs), yet the faithfulness of the generated reasoning traces remains unclear. Prior work has mainly focused on perceptual hallucinations, leaving reasoning level unfaithfulness underex...