作者位次 #9/10ECCV 2026Poster
Dive into the implicit biases of low-rank vision-language alignment
Mingjia Shi · Shuo Wang · Xiaobo Wang · Sifan Zhou · Kai Wang · Tianyu Fu · Chenxu Zhao · Anyang Su · Ping Jiang · Minghui Wu
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Mingjia Shi · Shuo Wang · Xiaobo Wang · Sifan Zhou · Kai Wang · Tianyu Fu · Chenxu Zhao · Anyang Su · Ping Jiang · Minghui Wu
Wei Dong · Tianyu Fu · Zhe Yu · Hanning Wang · Anyang Su · Zhizhou Fang · Yuyang Chen · Shuo Wang · Minghui Wu · Ping Jiang · Zhen Lei · Chenxu Zhao
Qiuyuan Ai · Zenghuang Fu · Zhaoyang Li · Ping Jiang · Haoyu Wu · Jie Song · Guannan He
Scaling LLM-based agents to long-horizon deep research is constrained by the context-noise trade-off, where linear history accumulation degrades reasoning and dilutes fine-grained evidence. To address this, we introduce the Cognitive Scaffold, a factorized memory architecture that decouples the c...