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2026 顶会论文

作者位次 #7/7ICLR 2026Poster

Inference-time scaling of diffusion models through classical search

XiangCheng Zhang · Haowei Lin · Haotian Ye · James Y Zou · Jianzhu Ma · Yitao Liang · Yilun Du

效率与系统检索与知识OpenReview

作者位次 #2/2ICLR 2026Oral· Deep Learning / Algorithms

Reasoning with Sampling: Your Base Model is Smarter Than You Think

Aayush Karan · Yilun Du

推理OpenReview

作者位次 #3/3ICLR 2026Poster· Computer Vision / Image and Video Generation

Long-Text-to-Image Generation via Compositional Prompt Decomposition

Jen-Yuan Huang · Tong Lin · Yilun Du

多模态长上下文与架构OpenReview

作者位次 #4/8ICLR 2026Poster

Any-Order Flexible Length Masked Diffusion

Jaeyeon Kim · Lee Kit · Carles Domingo i Enrich · Yilun Du · Sham Kakade · Timothy Ngotiaoco · Sitan Chen · Michael Albergo

OpenReview

作者位次 #7/10ICLR 2026Oral· Deep Learning / Generative Models and Autoencoders

Energy-Based Transformers are Scalable Learners and Thinkers

Alexi Gladstone · Ganesh Nanduru · Md Mofijul Islam · Peixuan Han · Hyeonjeong Ha · Aman Chadha · Yilun Du · Heng Ji · Jundong Li · Tariq Iqbal

OpenReview

作者位次 #4/5ICLR 2026Poster

Self-Improving Loops for Visual Robotic Planning

Calvin Luo · Zilai Zeng · Mingxi Jia · Yilun Du · Chen Sun

推理多模态强化学习与后训练OpenReview

作者位次 #8/8ICLR 2026Poster· Deep Learning / Algorithms

SLM-MUX: Orchestrating Small Language Models for Reasoning

Chenyu Wang · Zishen Wan · Hao Kang · Emma Chen · Zhiqiang Xie · Tushar Krishna · Vijay Janapa Reddi · Yilun Du

推理OpenReview

作者位次 #16/17ICLR 2026Oral· Deep Learning / Generative Models and Autoencoders

World-In-World: World Models in a Closed-Loop World

Jiahan Zhang · Muqing Jiang · Nanru Dai · Taiming Lu · Arda Uzunoglu · Shunchi Zhang · Yana Wei · Jiahao Wang · Vishal Patel · Paul Liang · Daniel Khashabi · Cheng Peng · Rama Chellappa · Tianmin Shu · Alan Yuille · Yilun Du · Jieneng Chen

OpenReview

作者位次 #4/5ICLR 2026Poster

Product of Experts for Visual Generation

Yunzhi Zhang · Carson Murtuza-Lanier · Zizhang Li · Yilun Du · Jiajun Wu

多模态OpenReview

作者位次 #5/7ICLR 2026Poster

Geometry-aware Policy Imitation

Yiming Li · Nael Darwiche · Amirreza Razmjoo · Sichao Liu · Yilun Du · Auke Ijspeert · Sylvain Calinon

OpenReview

Yilun Du

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2026 顶会论文

Inference-time scaling of diffusion models through classical search

Reasoning with Sampling: Your Base Model is Smarter Than You Think

Long-Text-to-Image Generation via Compositional Prompt Decomposition

Any-Order Flexible Length Masked Diffusion

Energy-Based Transformers are Scalable Learners and Thinkers

Self-Improving Loops for Visual Robotic Planning

SLM-MUX: Orchestrating Small Language Models for Reasoning

World-In-World: World Models in a Closed-Loop World

Product of Experts for Visual Generation

Geometry-aware Policy Imitation

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