NeurIPS 2025 Schedule

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TUE 2 DEC

9:30 a.m.

Tutorial:

Energy and Power as First-Class ML Design Metrics

(ends 12:00 PM)

Tutorial:

Foundations of Tensor/Low-Rank Computations for AI

(ends 12:00 PM)

Tutorial:

Human-AI Alignment: Foundations, Methods, Practice, and Challenges

(ends 12:00 PM)

Tutorial:

Model Merging: Theory, Practice and Applications

(ends 12:00 PM)

Tutorial:

New Frontiers of Hyperparameter Optimization: Recent advances and open challenges in theory and practice

(ends 12:00 PM)

Tutorial:

Planning in the Era of Language Models

(ends 12:00 PM)

Tutorial:

Explain AI Models: Methods and Opportunities in Explainable AI, Data-Centric AI, and Mechanistic Interpretability

(ends 1:30 PM)

1:30 p.m.

Tutorial:

Autoregressive Models Beyond Language

(ends 3:00 PM)

Tutorial:

Data Privacy, Memorization, & Legal Implications in Generative AI: A Practical Guide

(ends 3:00 PM)

Tutorial:

Foundations of Imitation Learning: From Language Modeling to Continuous Control

(ends 4:00 PM)

Tutorial:

Scale Test-Time Compute on Modern Hardware

(ends 3:00 PM)

Tutorial:

Theoretical Insights on Training Instability in Deep Learning

(ends 3:00 PM)

Tutorial:

The Science of Benchmarking: What’s Measured, What’s Missed, and What’s NextThe Science of Benchmarking: What’s Measured, What’s Missed, and What’s Next

(ends 3:00 PM)

Tutorial:

Recent Developments in Geometric Machine Learning: Foundations, Models, and More

(ends 3:00 PM)

WED 3 DEC

8:30 a.m.

Invited Talk:

Rich Sutton_The Oak Architecture: A Vision of SuperIntelligence from Experience

Rich Sutton

(ends 9:30 AM)

2:30 p.m.

Invited Talk:

Are We Having the Wrong Nightmares About AI?

Zeynep Tufekci

(ends 3:30 PM)

THU 4 DEC

8:30 a.m.

Invited Talk:

The Art of (Artificial) Reasoning

Yejin Choi

(ends 9:30 AM)

2:30 p.m.

Invited Talk:

Melanie Mitchell - Invited Talk

Melanie Mitchell

(ends 3:30 PM)

FRI 5 DEC

8:30 a.m.

Invited Talk:

Kyunghyun Cho - Invited Talk

Kyunghyun Cho

(ends 9:30 AM)

2:30 p.m.

Invited Talk:

Demystifying depth: Principles of learning in deep neural networks

Andrew Saxe

(ends 3:30 PM)

SAT 6 DEC

7 a.m.

Workshop:

Structured Probabilistic Inference and Generative Modeling

(ends 5:00 PM)

8 a.m.

Workshop:

Embodied World Models for Decision Making

(ends 5:00 PM)

Workshop:

Differentiable Learning of Combinatorial Algorithms: From Theory To Practice

(ends 5:00 PM)

Workshop:

ML for Systems

(ends 5:00 PM)

Workshop:

AI4Mat-NeurIPS-2025: NeurIPS 2025 Workshop on AI for Accelerated Materials Design

(ends 5:00 PM)

Workshop:

Workshop on Multi-Turn Interactions in Large Language Models

(ends 5:00 PM)

Workshop:

Dynamics at the Frontiers of Optimization, Sampling, and Games

(ends 5:00 PM)

Workshop:

Second Workshop on Aligning Reinforcement Learning Experimentalists and Theorists (ARLET)

(ends 5:00 PM)

Workshop:

AI Virtual Cells and Instruments: A New Era in Drug Discovery and Development

(ends 5:00 PM)

Workshop:

GenProCC: 1st Workshop on Generative and Protective AI for Content Creation

(ends 5:00 PM)

Workshop:

What Makes a Good Video: Next Practices in Video Generation and Evaluation

(ends 5:00 PM)

Workshop:

CauScien: Uncovering Causality in Science

(ends 5:00 PM)

Workshop:

UniReps: Unifying Representations in Neural Models

(ends 5:00 PM)

Workshop:

ML x OR: Mathematical Foundations and Operational Integration of Machine Learning for Uncertainty-Aware Decision-Making

(ends 5:00 PM)

Workshop:

The First Workshop on Efficient Reasoning

(ends 5:00 PM)

Workshop:

Imageomics: Discovering Biological Knowledge from Images Using AI

(ends 5:00 PM)

Workshop:

Deep Learning for Code in the Agentic Era

(ends 5:00 PM)

Workshop:

Generative AI in Finance

(ends 5:00 PM)

Workshop:

MATH-AI: The 5th Workshop on Mathematical Reasoning and AI

(ends 5:00 PM)

Workshop:

The Second Workshop on GenAI for Health: Potential, Trust, and Policy Compliance

(ends 5:00 PM)

Workshop:

Algorithmic Collective Action

(ends 5:00 PM)

Workshop:

Lock-LLM Workshop: Prevent Unauthorized Knowledge Use from Large Language Models - Deep Dive into Un-Distillate, Un-Finetunable, Un-Compressible, Un-Editable, and Un-Usable

(ends 5:00 PM)

Workshop:

Foundation Models for the Brain and Body Workshop

(ends 5:00 PM)

Workshop:

Biosecurity Safeguards for Generative AI

(ends 5:00 PM)

Workshop:

AI and ML for Next-Generation Wireless Communications and Networking (AI4NextG @ NeurIPS’25)

(ends 5:00 PM)

Workshop:

Machine Learning and the Physical Sciences

(ends 5:00 PM)

Workshop:

Reliable ML from Unreliable Data

(ends 5:00 PM)

Workshop:

OPT 2025: Optimization for Machine Learning

(ends 5:00 PM)

Workshop:

AI for non-human animal communication

(ends 5:00 PM)

Competition:

MyoChallenge 25: Towards Human Athletic Intelligence

(ends 11:00 AM)

Competition:

The Competition of Fairness in AI Face Detection

(ends 11:00 AM)

11:30 a.m.

Competition:

DCVLR: Data Curation for Vision-Language Reasoning

(ends 2:30 PM)

Competition:

EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding

(ends 2:30 PM)

3 p.m.

Competition:

CURE-Bench: Competition on Reasoning Models for Drug Decision-Making in Precision Therapeutics

(ends 6:00 PM)

Competition:

Open Polymer Challenge: Leveraging Machine Learning for Polymer Informatics

(ends 6:00 PM)

SUN 7 DEC

8 a.m.

Workshop:

Constrained Optimization for Machine Learning

(ends 5:00 PM)

Workshop:

Artificial Intelligence for Music: Where Creativity Meets Computation

(ends 5:00 PM)

Workshop:

2nd Workshop on Multi-modal Foundation Models and Large Language Models for Life Sciences

(ends 5:00 PM)

Workshop:

Workshop on Scaling Environments for Agents

(ends 5:00 PM)

Workshop:

CogInterp: Interpreting Cognition in Deep Learning Models

(ends 5:00 PM)

Workshop:

NeurIPS 2025 Workshop on Space in Vision, Language, and Embodied AI

(ends 5:00 PM)

Workshop:

Workshop on Mechanistic Interpretability

(ends 5:00 PM)

Workshop:

Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Abilities, and Scaling

(ends 5:00 PM)

Workshop:

Symmetry and Geometry in Neural Representations

(ends 5:00 PM)

Workshop:

LAW 2025: Bridging Language, Agent, and World Models for Reasoning and Planning

(ends 5:00 PM)

Workshop:

GPU-Accelerated and Scalable Optimization (ScaleOpt)

(ends 5:00 PM)

Workshop:

Data on the Brain and Mind

(ends 5:00 PM)

Workshop:

Foundations of Reasoning in Language Models

(ends 5:00 PM)

Workshop:

Learning from Time-Series for Health

(ends 5:00 PM)

Workshop:

Multimodal Algorithmic Reasoning Workshop

(ends 5:00 PM)

Workshop:

Learning to Sense (L2S)

(ends 5:00 PM)

Workshop:

What Can('t) Transformers Do?

(ends 5:00 PM)

Workshop:

Frontiers in Probabilistic Inference: Learning meets Sampling

(ends 5:00 PM)

Workshop:

Tackling Climate Change with Machine Learning

(ends 5:00 PM)

Workshop:

Regulatable ML: Towards Bridging the Gaps between Machine Learning Research and Regulations

(ends 5:00 PM)

Workshop:

AI for Science: The Reach and Limits of AI for Scientific Discovery

(ends 5:00 PM)

Workshop:

New Perspectives in Graph Machine Learning

(ends 5:00 PM)

Workshop:

Non-Euclidean Foundation Models and Geometric Learning: Advancing AI Beyond Euclidean Frameworks

(ends 5:00 PM)

Workshop:

UrbanAI: Harnessing Artificial Intelligence for Smart Cities

(ends 5:00 PM)

Workshop:

AI That Keeps Up: Workshop on Continual and Compatible Foundation Model Updates (CCFM)

(ends 5:00 PM)

Competition:

The PokéAgent Challenge: Competitive and Long-Context Learning at Scale

(ends 11:30 AM)

Competition:

Early Training Scientific Knowledge and Reasoning Evaluation of Small Language Models

(ends 11:00 AM)

Competition:

The MindGames Challenge: Theory-of-Mind and Game Intelligence in LLM Agents

(ends 11:30 AM)

Competition:

Ariel Data Challenge 2025: Advancing Exoplanetary Signal Extraction for the Ariel Space Telescope

(ends 11:30 AM)

11:30 a.m.

Competition:

Challenge on LLMs for Embodied Agents

(ends 2:30 PM)

Competition:

Self-supervised Learning for Cancer Pathology Foundation Models (SLC-PFM)

(ends 2:30 PM)

Competition:

Mouse vs. AI: A Neuroethological Benchmark for Visual Robustness

(ends 2:30 PM)

Competition:

FAIR Universe – handling uncertainties and distribution shifts for precision cosmology

(ends 2:30 PM)

3 p.m.

Competition:

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset

(ends 6:00 PM)

Competition:

Weather4cast 2025 – Multi-task Challenges for Weather & Pollution Pattern Prediction on the Road to Hi-Res Foundation Models

(ends 6:00 PM)