作者位次 #7/8ICML 2026Poster· Deep Learning / Large Language Models
Future-Gain Guided Test-Time Learning for Large Language Models
LangYu Bian · Jinwu Hu · Zitian Zhang · Dongjin Yang · Yufeng Wang · Qing Du · Qi Chen · Mingkui Tan
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LangYu Bian · Jinwu Hu · Zitian Zhang · Dongjin Yang · Yufeng Wang · Qing Du · Qi Chen · Mingkui Tan
Jiahao Yang · Shuhai Zhang · Hailong Kang · Feng Liu · Qi Chen · Mingkui Tan
Hailin Luo · Yifan Yang · Jiazhi Shu · Zixiong Huang · Qi Chen · Qing Du · Mingkui Tan
Biao Wu · Yutong Xie · Zeyu Zhang · Vu Minh Hieu Phan · Qi Chen · Ling Chen · Qi Wu
Vision-and-language pretraining (VLP) in medicine leverages contrastive learning on image–text pairs, often enhanced with masked modeling. However, existing methods face two challenges: difficulty reconstructing key pathological features due to limited data, and reliance on either paired or image...