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2026 顶会论文

作者位次 #3/6ICML 2026Poster· Deep Learning / Large Language Models

NITP: Next Implicit Token Prediction for LLM Pre-training

Xiangdong Zhang · Debing Zhang · Shaofeng Zhang · Xiaohan Qin · Yu Cheng · Junchi Yan

数据与预训练OpenReview

作者位次 #5/8ICML 2026Poster· Deep Learning / Large Language Models

Beyond Majority Voting: Self-Reflective Test-Time Reinforcement Learning for LLM Reasoning

Sitong Wu · Haoru Tan · Xichen Zhang · Bin Xia · Shaofeng Zhang · XIAOJUAN QI · Bei Yu · Jiaya Jia

推理强化学习与后训练OpenReview

作者位次 #7/9ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

SSR-Merge: Subspace Signal Routing for Training-Free LoRA Merging in Diffusion Models

Zhengxuan Wei · Yi Dong · Zonghui Li · Xianhui Lin · Xing Liu · Hong Gu · Shaofeng Zhang · Wenbin Li · Qi Fan

效率与系统OpenReview

作者位次 #6/9CVPR 2026Poster· Computer Vision & Pattern Recognition

Unlocking Token Rewards via Training-Free Reward Attribution

Sitong Wu · Haoru Tan · Bin Xia · Xichen Zhang · Jingyao Li · Shaofeng Zhang · XIAOJUAN QI · Bei Yu · Jiaya Jia

多模态OpenReview 项目页

作者位次 #7/8CVPR 2026Poster· Computer Vision & Pattern Recognition

Dataset Distillation by Influence Matching

Haoru Tan · Wang Wang · Sitong Wu · Xiuzhe Wu · Yang-Tian Sun · Chirui Chang · Shaofeng Zhang · XIAOJUAN QI

多模态强化学习与后训练数据与预训练OpenReview 项目页

作者位次 #7/11CVPR 2026Poster· Computer Vision & Pattern Recognition

Spatial Retrieval Augmented Autonomous Driving

Xiaosong Jia · Chenhe Zhang · Yule Jiang · songbur wong · Zhiyuan Zhang · Chen Chen · Shaofeng Zhang · Xuanhe Zhou · Xue Yang · Junchi Yan · Yu-Gang Jiang

多模态检索与知识OpenReview 项目页

作者位次 #8/12CVPR 2026Poster· Computer Vision & Pattern Recognition

Dynamic Important Example Mining for Reinforcement Finetuning

Haoru Tan · Sitong Wu · Yanfeng Chen · Shizhen Zhao · Yang-Tian Sun · Tianjia Liu · Chirui Chang · Shaofeng Zhang · Samm Sun · Xiuzhe Wu · Ruobing Xie · XIAOJUAN QI

多模态强化学习与后训练OpenReview 项目页

作者位次 #3/6CVPR 2026Poster· Computer Vision & Pattern Recognition

Prompt-Free Universal Region Proposal Network

Qihong Tang · Changhan Liu · Shaofeng Zhang · Wenbin Li · Qi Fan · Yang Gao

多模态OpenReview 项目页

作者位次 #2/4CVPR 2026Poster· Computer Vision & Pattern Recognition

PointAlign: Feature-Level Alignment Regularization for 3D Vision-Language Models

Yuanhao Su · Shaofeng Zhang · Xiaosong Jia · Qi Fan

对齐与偏好多模态OpenReview 项目页

作者位次 #4/7CVPR 2026Spotlight· Computer Vision & Pattern Recognition

SAME: Sparse and Anchored Model Editing for Heterogeneous Incremental Learning under Limited Data

Zixuan Duan · Zeyu Zhang · Fengyuan Lu · Shaofeng Zhang · Wenbin Li · Qi Fan · Yang Gao

多模态OpenReview 项目页

Shaofeng Zhang

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2026 顶会论文

NITP: Next Implicit Token Prediction for LLM Pre-training

Beyond Majority Voting: Self-Reflective Test-Time Reinforcement Learning for LLM Reasoning

SSR-Merge: Subspace Signal Routing for Training-Free LoRA Merging in Diffusion Models

Unlocking Token Rewards via Training-Free Reward Attribution

Dataset Distillation by Influence Matching

Spatial Retrieval Augmented Autonomous Driving

Dynamic Important Example Mining for Reinforcement Finetuning

Prompt-Free Universal Region Proposal Network

PointAlign: Feature-Level Alignment Regularization for 3D Vision-Language Models

SAME: Sparse and Anchored Model Editing for Heterogeneous Incremental Learning under Limited Data

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