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NeurIPS 2026Westlake University / ZhejiangAlibaba GroupZhejiang University, TsinghuaSoutheastWestlakeDiffusion models

SpaG-DiT: Enhancing Spatial Grounding for Diffusion Transformers

Zongliang Wu, Benlei Cui, Longtao Huang, Xiaoqian Xia and 5 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SUN YAT-SEN UNIVERSITYTencent AI for Life Sciences LabTencentTsinghua University, TsinghuaThe Hong Kong University of ScieGenomics & single-cell

WaveSem: Frequency-Adaptive Tokenization for Disentangling Semantics and Noise in Genomics

Shou Z Chen, Bing He, Zhenchao Tang, Jun Zhu and 8 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Zhejiang University / Westlake UWestlakeImperial College LondonFudanU Surrey3D generation

FogGS: Physics-Grounded 3D Foggy Effects

Jiaxin LI, Tailin Wu, Jiankang Deng, Li Zhang and 1 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026WestlakeRenmin University of ChinaAntGroup; NanjingAnt GroupLLM pretraining & scaling laws

Knocking-Heads Attention: Drop-in Shared Projections for Cross-Head Coordination

Zhanchao Zhou, Xiaodong Chen, Haoxing Chen, Zhenzhong Lan and 1 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U ChicagoZhejiangWestlakeDiffusion models

Quantifying and Optimizing Path Uncertainty in Masked Diffusion Models

Ziyu Chen, Xinbei Jiang, PENG SUN, Tao Lin

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026ZhejiangWestlakeU Texas at AustinFudan University, Shanghai;3D vision & reconstruction

MindShape: Superquadric-Constrained High-Fidelity 3D Reconstruction from fMRI

Xiaoquan Shen, Ming Li, Jianxiong Gao, Jiaxuan Chen and 3 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U AmsterdamWestlakeUtrechtTencentYaleVision-language models

Geometry is an Operator: Lie-Algebraic Space Routing for View-Robust 3D MLLMs

Jingjun Yi, Chen Hu, Qi Bi, Hao Zheng and 6 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026XiamenTencentWestlakeMedical imaging

StainNFT: Curriculum-Gated Multi-Reward Post-Training for Pathology-Faithful Virtual Staining

shurong yang, Dong Wei, Qiong Peng, Xian Wu and 2 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Southern University of Science aZhejiangWestlakeInstruction tuning

ENGINE: Endogenous Variational MultiScale Optimization for Zeroth-Order LLM Fine-Tuning

Zhuoli Ouyang, Changxi Chi, Siyuan Li, Tailin Wu

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Zhejiang University, WestlakeCentral SouthZhejiangWestlakeImage restoration

DoFP-Aligned Lookup Tables for Real-Time Polarization Demosaicking

Yidong Luo, Chenggong Li, Yunfeng Song, Mengyuan Liu and 2 more

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026WestlakeByteDance Inc.BytedanceAlibaba DAMO AcademyVideo generation

PlasticMem: Adding Temporal Reasoning to Diffusions for Consistent Long Video Generation

Yufei Huang, Chao Liang, Zerong Zheng, Tianshu Hu and 5 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026City University of Hong KongTencentCityWestlakeHallucination & factuality

Feeling of Knowing in Large Language Models

Zichuan Fu, Xian Wu, Jingtong Gao, Wenlin Zhang and 8 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026FudanWestlakeLi AutoFlow matching

High-Fidelity Boltzmann Samplingvia Physical Prior Lifted Continuous GFlowNets

Xizhi Tian, Wenhao Deng, Haojia Hui, Hang Chen and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026WestlakeUniforce AIZhejiangU GlasgowAgent benchmarks & environments

Evaluating Physical Reasoning in LLM Agents Requires Construction Benchmarks

Wenhao Deng, Tian Xia, Yuru Jiang, Joemon M Jose and 1 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026National University of Defense TWestlakeEmbodied agents

GNES: Neural-Guided Evolutionary Program Search for Interpretable Multi-Agent Control

Chen Wang, Minfang Lu, Xiangke Wang, Cheng Zhu and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026PekingJilinNew York Institute of TechnologyBeijing University of AeronauticCapital NormalVideo-language models

Behavior Pack Optimization for Video MLLM Post-Training

Zhaolu Kang, Shiyu Liu, Tailong Luo, Wei Zhang and 11 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026WestlakeTencent AI LabTencentTencent AI for Life Sciences LabThe Hong Kong University of ScieGenomics & single-cell

UGM: Unified Multi-scale Genomic Event Modeling with Site-level Joint Prediction

Jiayang Wu, Chenchen Qin, Xu YANG, Yu Zhao and 7 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026WestlakeZhejiang University, WestlakeChongqing Afari Intelligent DrivVita DynamicsMegvii Technology Inc.3D generation

A 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale

Dongxu Wei, QiXu, Zhiqi Li, Hangning Zhou and 5 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026The Chinese University of Hong KWestlakeCUHK-ShenzhenDiffusion models

DrPO: Drifting Preference Optimization for One-Step Generative Models

Zhou Jiang, Yandong Wen, Zhen Liu

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Zhejiang University, WestlakeU British ColumbiaNanjingWestlakeLLM reasoning & chain of thought

Preserving Exploration for LLM Reasoning via Mean Order-Statistic Alignment

Ruotian Peng, Yi Ren, Long-Fei Li, Yandong Wen

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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