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NeurIPS 2026U WaterlooCornellHarvardCode generation

Program-as-Weights: A Programming Paradigm for Fuzzy Functions

Program-as-Weights compiles natural-language specs into compact local neural adapters that match large-model prompting with far less memory and faster offline execution.

Wentao Zhang, Liliana Hotsko, Woojeong Kim, Pengyu Nie and 2 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published Jul 2, 2026 · 0 citations · ▲ 307 on Hugging Face · Code ★ 359

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NeurIPS 2026CornellMulti-agent RL

Decentralized Q-Learning in Markov Potential Games

Onur Ünlü, Eilyan Bitar, Francesca Parise

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

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NeurIPS 2026CornellCornell Tech, CornellCausal inference

Never Go Full Batch: Stochastic TMLE for Large-Scale Debiased Inference

Diyang Li, Fei Wang, Kyra Gan

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

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NeurIPS 2026CornellPruning & sparsity

Efficient Fine-Tuning for Structured Sparsity Under Group Repartitioning

Diyang Li

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

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NeurIPS 2026CornellCornell Tech, CornellGraph generation

Regularization Paths for Continuous DAG Learning

Diyang Li, Fei Wang, Kyra Gan

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

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NeurIPS 2026CornellU CambridgeHarvardMicrosoft ResearchLLM pretraining & scaling laws

Express Language Modeling

Albert Gong, Annabelle M Carrell, Raaz Dwivedi, Lester Mackey

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

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NeurIPS 2026Weill Cornell Medicine, CornellCornellDeep RL

On-Policy Hindsight Distillation for Early Risk Prediction

Qiannan Zhang, Fei Wang

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026CornellCalifornia Institute of TechnoloComputer Science, CornellHHMI Janelia Research CampusLLM agents & planning

AgentSSL: Can MLE Agents Leverage Unlabeled Data?

Akanksha Sarkar, Ethan Lin, Ziang Liu, Kristin Branson 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 2026ETH Zurich / Max Planck InstitutCornellMcGillETH ZürichTest-time compute

A Model of Diverse Sampling from Language Models

Manuel Prada-Corral, Yahya Emara, Timothy O'Donnell, Ryan Cotterell 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 2026CornellFederated learning

The Price of Locality: Why Forward-Forward Underperforms Backpropagation?

Zhaoxian Wu, Haichuan Liu, Tianyi Chen

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026SpotlightCornellDepartment of Computer Science, Long-context modeling

Can 4D Foundation Models Remember?

Guangzhao He, Hadar Averbuch-Elor, Wei-Chiu Ma

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

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NeurIPS 2026CornellDiffusion models

Unsupervised Concept Discovery with Dirichlet Concept Diffusion Models

Yuchong Geng, Ao Tang

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

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NeurIPS 2026StanfordPerceptaCornellRepresentation & contrastive learning

Refactoring Code Through Library Design

Žiga Kovačič, Justin Chiu, Celine Lee, Wenting Zhao and 1 more

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

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NeurIPS 2026CornellEPFLAdversarial robustness

Regret-Optimal Wasserstein-Robust Regression

Sloan Nietert, Daniel Kuhn

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

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NeurIPS 2026CornellImperial College LondonGoodfire AIFeature attribution

Jacobian Scopes: A Unified Geometric Framework for Token-Level LLM Attributions

Toni Liu, Baran Zadeoğlu, Nicolas Boulle, Raphaël Sarfati and 2 more

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

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NeurIPS 2026Arda IndustriesCornellComputer Science Department, StaStanfordPruning & sparsity

TrunkFish: Making Model Width Incrementally Refinable

Owen M Dugan, Liam Dugan, Aaryan Singhal, Christopher De Sa 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 2026UTexas Austin, McGill, MILACornellMcGillMcGill University, McGillMcGill University / Mila / DeepMVideo understanding

The Prestige: Benchmarking Cognitive Visual Reasoning using Magic Tricks

Shuo Wen, Beixi Du, Edwin Meriaux, Junming Shi and 4 more

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

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NeurIPS 2026BostonBoston University, BostonCornellOhio State University, ColumbusOhio State UniversityDatasets & benchmarks

Autonomous Driving Research Requires a Community-Driven Data Paradigm

Jinsu Yoo, Zanming Huang, Katie Luo, Zheda Mai and 4 more

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026SapienzaSapienza University of RomeGoogleGoogle ResearchSapienza, University of RomeRecommender systems

Beyond the Full Slate: Evaluating MNL Algorithms on All Slates

Flavio Chierichetti, Mirko Giacchini, Ravi Kumar, Silvio Lattanzi and 3 more

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026U PennsylvaniaMITCornellU PennsylvanniaHuman-AI interaction

Narrowing the Collaboration Gap, Probably

Mirah Shi, Marcel Hussing, Natalie Collina, Ira Globus-Harris 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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