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NeurIPS 2026SpotlightNanjing University of Science anNanjingFlow matching

Toward Semantically-Consistent Tuning-Free Customization for Rectified Flow Transformers

Jian Jin, Kai Zhang, Zhenyong Fu, Jian Yang

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

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NeurIPS 2026ShenzhenFlow matching

Geometry-Aware Flow Matching for Sparse-View 3D Gaussian Splatting

Abdullah Azeem, Ruisheng Wang, Qingquan Li, Abubakar Siddique

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

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NeurIPS 2026U MinnesotaFlow matching

State Augmented Flows

Dwij Mehta, Arvind Renganathan, Vipin Kumar

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

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NeurIPS 2026Institute of automation, ChineseInstitute of Neuroscience, ChineChinease Academy of ScienceCenter for Excellence in Brain SFlow matching

SQUEEZE: Preserving Homeomorphism and Smooth in Higher-Dimensional Flows

Wangzi Yao, Yue Sun, Rongmin Chen, Honglie Wang and 2 more

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

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NeurIPS 2026U PittsburghU Virginia, CharlottesvilleU Texas at DallasFlow matching

Flow-Guided Target-Space Alignment via Path Consistency

Ruizhi Yuan, Zeqiu Yu, Wei Gao, Wei Chen and 2 more

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

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NeurIPS 2026Nanjing University of AeronauticNanjing University of AeronauticCentral China NormalCarnegie MellonFlow matching

ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling

Yuang Liu, Zhi Zuo, Zhengkai Zhao, Lirui Zhang and 3 more

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

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NeurIPS 2026Shanghai JiaotongShanghai AI Laboratory; ShanghaiTsinghuaFlow matching

CuBic: Curvature-Driven Dynamic Inference Caching for Fast, High-Fidelity Flow Matching

Yuyang Chen, Linqian Zeng, Yijin Zhou, Hengjie Li and 1 more

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

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NeurIPS 2026South China University of TechnoRIKENXiaomi CorporationXiaomiFlow matching

Inference-Time Self-Aligned Drifting for Few-Step Flow Matching

Shigui Li, JIAN XU, Wei Chen, Junmei Yang and 3 more

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

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NeurIPS 2026U FloridaFlow matching

Exact Recovery of Lipschitz Orthogonal Coordinate Transformations via Constrained Normalizing Flows

Isaac Manring, Kejun Huang

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

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NeurIPS 2026Seoul Nationalseoul national universityFlow matching

FLINT: Coupling Proximal Initialization and Bounded Stochasticity for Flow-Matching Inverse Problems

Junseo Bang, daewon choi, Dong Ju Mun, Se Young Chun

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

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NeurIPS 2026Duke University, DukeDukeFlow matching

Co-Evolving Interpolants and Flows via Path-Flow Alignment

Zeyu M Li, William X Chen, Xiang Cheng

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · 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 2026SpotlightBeihangZhejiangThe University of Hong KongTsinghuaXiamenFlow matching

GenRM-Flow: Generators are Process-aware Reward Models in Flow Matching

Siming Fu, Zheming Fu, Ruizhe He, Zeyue Xue and 6 more

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

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NeurIPS 2026TsinghuaFlow matching

AegisFlow: Training-free Non-myopic Path-safe Guided Flow Matching

Kunpeng Liu, Boshi Zhang, Keyou You

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

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NeurIPS 2026LinköpingUppsalaFlow matching

ESS-Flow: training-free guidance as Bayesian inference in source space

Adhithyan Kalaivanan, Zheng Zhao, Jens Sjölund, Fredrik Lindsten

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026TuftsFlow matching

Primal-Dual Flow Matching for Sample-Wise Constrained Generation

Zhengyan Huan, Peter Y. Lu, Shuchin Aeron

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026Hebei University of TechnologyFlow matching

DN-Flow: Driver–Navigator Structured Flow Matching for Mixed-Type Tabular Data Generation

Guangzhao Chai, Jing Liu, Youxi Wu, Yan Li

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

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NeurIPS 2026U CambridgeU GlasgowFlow matching

Compatible Likelihoods for Flow Matching on Manifolds

Lucas Ng, Georgios Batzolis, Mark Girolami

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

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NeurIPS 2026Robert Bosch GmbHTechnical University of DenmarkBosch Center for AIKarlsruhe Institute of TechnologItalian Institute of Artificial Flow matching

Contact Geometry for Generative Models: An Unbalanced Optimal Transport Formulation

Andrea Testa, Søren Hauberg, Andras Kupcsik, Tamim Asfour and 1 more

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

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NeurIPS 2026Huawei Technologies Ltd.Huawei Technologies CanadaFlow matching

Coupled Guidance for Flow Matching

Mateo Clémente, Leo Brunswic, Yang, Amir Rasouli

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

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