作者位次 #2/5NeurIPS 2026Poster
Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation
Yuxuan Jiang · Runchao Li · Shubhashis Roy Dipta · Dawei Li · Zhao Yang
强化学习与后训练OpenReview
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Yuxuan Jiang · Runchao Li · Shubhashis Roy Dipta · Dawei Li · Zhao Yang
Runchao Li · Yao Fu · Mu Sheng · Haotian Yu · Xianxuan Long · Kenneth A. Loparo
Post-training compression of Multimodal LLMs faces a fundamental geometric conflict: parameter subspaces optimized for text often suppress orthogonal visual features. We demonstrate that standard SVD fails to resolve this cross-modal mismatch, causing catastrophic visual degradation. To bridge th...