NeurIPS 2025 Past Large language models
Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks
NEGEL 2025
- Submission deadline
- Sep 9, 2025, 12:00 UTC imported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).
Accepted papers (25)
Fetched from OpenReview (v2) on 2026-06-10.
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A geometric framework for momentum-based optimizers for low-rank training
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Any-Subgroup Equivariant Networks via Symmetry Breaking
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AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions
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Attentive Multi-Channel Molecular Representation in Drug–Target Affinity Prediction
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Biological Pathway Informed Models with Graph Attention Networks (GATs)
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Boundary Guidance for Efficient 3D CT Vision–Language Reasoning
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CAT: Curvature-Adaptive Transformers for Geometry-Aware Learning
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Contrastive MIM: A Contrastive Mutual Information Framework for Unified Generative and Discriminative Representation Learning
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CoPE: Enhanced Transformer with Complex Positional Encoding
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Differentiable Lifting for Topological Neural Networks
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Extracting information from fine-tuned weights
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Geometry-Aware Backdoor Attacks: Leveraging Curvature in Hyperbolic Embeddings
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GLASS: A Differentiable Geometric Alignment Layer on Manifolds and Graphs via Learned Slices and Soft Optimal Transport
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HypBench: Hyperbolic Benchmark for Graph Neural Network Performance
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Hyperbolic Residual Quantization: Discrete Representations for Data with Latent Hierarchies
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HyperHELM: Hyperbolic Hierarchy Encoding for mRNA Language Modeling
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Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
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Memorization-Compression Cycles Improve Generalization
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ONG: Orthogonal Natural Gradient Descent
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Quantum-Inspired Complex Transformers: Resolving the Fundamental Algebraic Ambiguity for Enhanced Neural Representations
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Riemannian Fuzzy K-Means on Product Manifolds
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RL's Razor: Why On-Policy Reinforcement Learning Forgets Less
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SphereEdit: Geometric Control for Composable Diffusion-Based Image Editing
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Towards Intrinsic Topology Search: Differentiable Isomap Application
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When Curvature Beats Dimension: Euclidean Limits and Hyperbolic Design Rules for Trees