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2026 顶会论文

作者位次 #4/4ICLR 2026Poster· Deep Learning / Algorithms

Bridging Draft Policy Misalignment: Group Tree Optimization for Speculative Decoding

Shijing Hu · Jingyang Li · Zhihui Lu · Pan Zhou

对齐与偏好效率与系统代码OpenReview

作者位次 #13/13ICLR 2026Poster· Applications / Robotics

From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors

Zhengshen Zhang · 昊李 · Yalun Dai · Zhengbang Zhu · Lei Zhou · Chenchen Liu · Dong Wang · Francis Tay · Sijin Chen · Ziwei Liu · Yuxiao Liu · Xinghang Li · Pan Zhou

多模态OpenReview

作者位次 #3/4ICLR 2026Poster· Theory / Domain Adaptation and Transfer Learning

Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment

Xiao Ma · Young D. Kwon · Pan Zhou · Dong Ma

对齐与偏好理论与学习动力学长上下文与架构OpenReview

作者位次 #4/4ICLR 2026Poster· Computer Vision / Image and Video Generation

Dragging with Geometry: From Pixels to Geometry-Guided Image Editing

Xinyu Pu · Hongsong Wang · Jie Gui · Pan Zhou

多模态OpenReview

作者位次 #3/7ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence

Wenzhe Yin · Zehao Xiao · Pan Zhou · Shujian Yu · Jiayi Shen · Jan-jakob Sonke · Efstratios Gavves

多模态对齐与偏好OpenReview

作者位次 #2/3ICLR 2026Poster· Applications / Language, Speech and Dialog

Stacked from One: Multi-Scale Self-Injection for Context Window Extension

Wei Han · Pan Zhou · Shuicheng YAN

多模态OpenReview

作者位次 #4/4ICLR 2026Poster· Computer Vision / 3D Rendering & Reconstruction

DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision

Xiandong Zou · Ruihao Xia · Hongsong Wang · Pan Zhou

多模态OpenReview

作者位次 #4/4AAAI 2026Poster· Artificial Intelligence

Revisiting the Canonicalization for Fast and Accurate Crystal Tensor Property Prediction

Haowei Hua · Jingwen Yang · Wanyu LIN · Pan Zhou

OpenReview

作者位次 #5/6AAAI 2026Poster· Artificial Intelligence

ReAlign: Text-to-Motion Generation via Step-Aware Reward-Guided Alignment

Wanjiang Weng · Xiaofeng Tan · Junbo Wang · Guo-Sen Xie · Pan Zhou · Hongsong Wang

对齐与偏好OpenReview

Pan Zhou

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2026 顶会论文

Bridging Draft Policy Misalignment: Group Tree Optimization for Speculative Decoding

From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors

Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment

Dragging with Geometry: From Pixels to Geometry-Guided Image Editing

Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence

Stacked from One: Multi-Scale Self-Injection for Context Window Extension

DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision

Revisiting the Canonicalization for Fast and Accurate Crystal Tensor Property Prediction

ReAlign: Text-to-Motion Generation via Step-Aware Reward-Guided Alignment

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