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2026 顶会论文

作者位次 #9/11ICML 2026Poster

Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders

Siqi Kou · Jiachun Jin · Zetong Zhou · YE MA · Yugang Wang · Quan Chen · Peng Jiang · Xiao Yang · Jun Zhu · Kai Yu · Zhijie Deng

推理多模态OpenReview

作者位次 #7/8ICML 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

MePo: Meta Post-Refinement for Rehearsal-Free General Continual Learning

Guanglong Sun · Hongwei Yan · Liyuan Wang · Zhiqi KANG · Shuang Cui · Hang Su · Jun Zhu · Yi Zhong

OpenReview

作者位次 #6/6ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation

Hongzhou Zhu · Min Zhao · Guande He · Hang Su · Chongxuan Li · Jun Zhu

多模态强化学习与后训练OpenReview

作者位次 #8/8ICML 2026Poster· Applications / Robotics

RDT2: Exploring the Scaling Limit of UMI Data Towards Zero-Shot Cross-Embodiment Generalization

LIU SONGMING · Bangguo Li · Kai Ma · Lingxuan Wu · Hengkai Tan · Xiao Ouyang · Hang Su · Jun Zhu

理论与学习动力学OpenReview

作者位次 #5/6ICML 2026Poster· Deep Learning / Large Language Models

Deterministic Differentiable Structured Pruning for Large Language Models

Weiyu Huang · Pengle Zhang · Xiaolu Zhang · JUN ZHOU · Jun Zhu · Jianfei Chen

效率与系统OpenReview

作者位次 #8/8ICML 2026Spotlight· Applications / Robotics

PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation

Lingxuan Wu · Zijian Zhu · Lizhong Wang · Chengyang Ying · Huayu Chen · Xiao Yang · Fangming Liu · Jun Zhu

对齐与偏好安全OpenReview

作者位次 #6/6ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

GuidedBridge: Training-freely Improving Bridge Models with Prior Guidance

Zehua Chen · Yucheng Yang · Binjie Yuan · Kaiwen Zheng · Jun Liu · Jun Zhu

OpenReview

作者位次 #7/8ICML 2026Spotlight· Deep Learning / Algorithms

TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control

Yuxiang Chen · Yifan Liu · Xiaoming Xu · Pengle Zhang · Michael Beyer · Martin Rapp · Jun Zhu · Jianfei Chen

OpenReview

作者位次 #5/6ICML 2026Poster· Applications / Health / Medicine

GLEAN: Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification

Yichi Zhang · Nabeel Seedat · Yinpeng Dong · Peng Cui · Jun Zhu · Mihaela van der Schaar

智能体与工具社会与人本OpenReview

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

Omni2Sound: Towards Unified Video-Text-to-Audio Generation

Yusheng Dai · Zehua Chen · Yuxuan Jiang · Qiuhong Ke · Jianfei Cai · Jun Zhu

多模态OpenReview 项目页

Jun Zhu

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2026 顶会论文

Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders

MePo: Meta Post-Refinement for Rehearsal-Free General Continual Learning

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation

RDT2: Exploring the Scaling Limit of UMI Data Towards Zero-Shot Cross-Embodiment Generalization

Deterministic Differentiable Structured Pruning for Large Language Models

PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation

GuidedBridge: Training-freely Improving Bridge Models with Prior Guidance

TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control

GLEAN: Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification

Omni2Sound: Towards Unified Video-Text-to-Audio Generation

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