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2026 顶会论文

作者位次 #7/7NeurIPS 2026Poster· Social Aspects / Trustworthy Machine Learning

Beyond the Prompt: Leveraging Pre-Decoding States for Jailbreak Detection in dLLMs

Adam Hazimeh · Amel Abdelraheem · Ke Wang · Mariam Salman · Ljiljana Dolamic · Gérôme Bovet · Pascal Frossard

安全代码社会与人本OpenReview

作者位次 #4/5NeurIPS 2026Poster

DiPhon: Diffusion on Graphons for Scalable Graph Generation

Sergio Rozada · Yiming QIN · Manuel Madeira · Pascal Frossard · Alejandro Ribeiro

OpenReview

作者位次 #5/5NeurIPS 2026Poster

Fixed-Point Masked Generative Modeling

Andrea Miele · Yiming QIN · Alba Carballo Castro · Justin Deschenaux · Pascal Frossard

OpenReview

作者位次 #2/3NeurIPS 2026Poster

RePercENT: Scaling Disentangled Representation Learning Beyond Two Modalities

Vasiliki Rizou · Pascal Frossard · Dorina Thanou

可解释性OpenReview

作者位次 #8/12NeurIPS 2026Poster· Applications / Genetics, Cell Biology, etc

spora: A Unified Multimodal Dataset for Spatial Proteomics

Benedikt von Querfurth · Eeshaan Jain · Johann Wenckstern · Lukas Klein · Phil F Cheng · Yexiang Cheng · Cédric Vincent-Cuaz · Pascal Frossard · Martina Haberecker · Andreas Wicki · Olivier Michielin · Charlotte Bunne

多模态数据与预训练OpenReview

作者位次 #4/4NeurIPS 2026Poster

PriFT: Prior-Support Guided Token Reweighting for Supervised Fine-Tuning

Ke Wang · Shuangqi Li · Mathieu Salzmann · Pascal Frossard

强化学习与后训练OpenReview

作者位次 #3/10NeurIPS 2026Poster

Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs

Antonis Vasileiou · Juan Cervino · Pascal Frossard · Charilaos Kanatsoulis · Christopher Morris · Michael T Schaub · Pierre Vandergheynst · Zhiyang Wang · Guy Wolf · Ron Levie

OpenReview

作者位次 #4/5NeurIPS 2026Poster· Deep Learning / Robustness

Frame the adversary: a structure-aware attack methodology

Vicky Kouni · Stelios Perrakis · Francis Bach · Pascal Frossard · Yann Chevaleyre

安全OpenReview

作者位次 #2/3NeurIPS 2026Poster· Deep Learning / Graph Neural Networks

Hierarchical Regime-Conditioned Dynamics for Spatiotemporal Graphs

Jeremy Baffou · Pascal Frossard · Dorina Thanou

OpenReview

Pascal Frossard

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2026 顶会论文

Beyond the Prompt: Leveraging Pre-Decoding States for Jailbreak Detection in dLLMs

DiPhon: Diffusion on Graphons for Scalable Graph Generation

Fixed-Point Masked Generative Modeling

RePercENT: Scaling Disentangled Representation Learning Beyond Two Modalities

spora: A Unified Multimodal Dataset for Spatial Proteomics

PriFT: Prior-Support Guided Token Reweighting for Supervised Fine-Tuning

Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs

Frame the adversary: a structure-aware attack methodology

Hierarchical Regime-Conditioned Dynamics for Spatiotemporal Graphs

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