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2026 顶会论文

作者位次 #8/8NeurIPS 2026Spotlight

CLEAR: Complementary Tripartite Play with Bayesian Calibration for Semi-Supervised Edge Classification

Zhipeng Sun · Fanchun Meng · Jiazhen Huang · Yongpeng Zhang · Tao Ren · Yifan Wang · Wei Ju · Xiao Luo

OpenReview

作者位次 #6/6NeurIPS 2026Poster

Beyond Global Alignment: Structured Compositional Reasoning for Vision-Language Models

Zhoujun Ye · Yiwei Fu · Qiyun Huang · Jie Yang · Dongjie Wang · Xiao Luo

推理对齐与偏好多模态OpenReview

作者位次 #6/7NeurIPS 2026Poster· Computer Vision / Image and Video Generation

SceneShifter: Training-free Multi-Scene Temporal Control for Audio-driven Human Animation

Jianzhi Long · Rong-Cheng Tu · Hao Guan · Siyuan Liang · Shunyu Liu · Xiao Luo · Dacheng Tao

多模态社会与人本OpenReview

作者位次 #5/8NeurIPS 2026Poster

Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy

Yunhui Liu · Xudong Jin · Qizhuo Xie · Chunhui Zhao · Xiao Luo · Tao Zheng · Bin Chong · Tieke He

OpenReview

作者位次 #8/13NeurIPS 2026Poster· Applications / Health

PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation

Xiaoda Wang · Minxiao Wang · Kaiqiao Han · Defu Cao · Ching Chang · Yidan Shi · Runze Yan · Xiao Luo · Yan Liu · Xiao Hu · Yizhou Sun · Wei Wang · Carl Yang

社会与人本OpenReview

作者位次 #5/10NeurIPS 2026Poster· Deep Learning / Graph Neural Networks

Learning Minimal Sufficient Evidence Graphs for GraphRAG via Nash-Guided Optimization

Hao Wu · Xinguo Yu · Wanqing Li · Hongru Sun · Xiao Luo · Wenbin Zhang · Sasha Nikolic · Shirui Pan · Yi Guo · Jie Yang

OpenReview

作者位次 #9/9NeurIPS 2026Poster

PATH: A Dual Perspective for High-quality Text-attributed Graph Learning

Yuhang Pei · Fanchun Meng · Changhu Wang · Tao Ren · Yifan Wang · Wei Ju · Chong Chen · Xian-Sheng Hua · Xiao Luo

OpenReview

作者位次 #7/7NeurIPS 2026Poster

Complementary Cache Guidance with Gradient Disentanglement for Continuous Test-Time Adaptation

Fanchun Meng · Yuhang Pei · Jiazhen Huang · Tao Ren · Yifan Wang · Wei Ju · Xiao Luo

OpenReview

作者位次 #6/7NeurIPS 2026Poster

LAPrune: Logits-Aligned Scoring Proxy for KV Pruning via Vector Quantization

Mingyang Yu · Rong-Cheng Tu · Yifu Ding · Hanqing Zhao · Yongcheng Jing · Xiao Luo · Dacheng Tao

效率与系统对齐与偏好OpenReview

作者位次 #3/4CVPR 2026Poster· Computer Vision & Pattern Recognition

STAR: Test-Time Adaptation Can Enhance Universal Prompt Learning for Vision-Language Models

Yiwei Fu · Hui Wan · Xiao Luo · Minghua Deng

多模态OpenReview 项目页

Xiao Luo

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2026 顶会论文

CLEAR: Complementary Tripartite Play with Bayesian Calibration for Semi-Supervised Edge Classification

Beyond Global Alignment: Structured Compositional Reasoning for Vision-Language Models

SceneShifter: Training-free Multi-Scene Temporal Control for Audio-driven Human Animation

Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy

PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation

Learning Minimal Sufficient Evidence Graphs for GraphRAG via Nash-Guided Optimization

PATH: A Dual Perspective for High-quality Text-attributed Graph Learning

Complementary Cache Guidance with Gradient Disentanglement for Continuous Test-Time Adaptation

LAPrune: Logits-Aligned Scoring Proxy for KV Pruning via Vector Quantization

STAR: Test-Time Adaptation Can Enhance Universal Prompt Learning for Vision-Language Models

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