Logic and Neural papers, 2023–2026

Key findings

• Logic and Neural fell from 162 papers in 2023 to 86 in 2026, so interest is cooling.
• NeurIPS publishes the most Logic and Neural work: 173 papers from 2023 to 2026, 47% of the four-venue total.
• The fastest-growing overlap is with Social aspects · accountability transparency and interpretability: papers tagged with both rose from 1 in 2023 to 8 in 2026.
• Among the 5 topics under Neurosymbolic AI, it ranks #2 by 2026 paper count; the fastest grower in the group, Mathematical Reasoning, is up 10x versus 0.5x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026B$^3$-PWL: GPU-Batched Branch-and-Bound for Piecewise-Linear Optimization with SOS2 Constraints
• ICML 2026Length Generalization Bounds for Transformers
• ICLR 2026From Neural Networks to Logical Theories: The Correspondence between Fibring Modal Logics and Fibring Neural Networks
• CVPR 2026Med-CMR A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic
• NeurIPS 2025Characterizing the Expressivity of Fixed-Precision Transformer Language Models
• ICML 2025Counterfactual Graphical Models: Constraints and Inference
• ICLR 2025Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
• CVPR 2025Learning Affine Correspondences by Integrating Geometric Constraints
• NeurIPS 2024Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
• ICML 2024A Field Guide for Pacing Budget and ROS Constraints
• ICLR 2024LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
• CVPR 2024MS-MANO: Enabling Hand Pose Tracking with Biomechanical Constraints
• NeurIPS 2023Aligning Gradient and Hessian for Neural Signed Distance Function
• ICML 2023Eventual Discounting Temporal Logic Counterfactual Experience Replay
• ICLR 2023Global Explainability of GNNs via Logic Combination of Learned Concepts
• CVPR 2023Handy: Towards a High Fidelity 3D Hand Shape and Appearance Model
• NeurIPS 2026Batched Stochastic Linear Bandits with 1-Bit Communication Constraints
• ICML 2026KANFIS: A Neuro-Symbolic Framework for Interpretable and Uncertainty-Aware Learning
• ICLR 2026The Logical Expressiveness of Topological Neural Networks
• CVPR 2026NeuroRule Bridging Vision and Logic with Differentiable Rule Induction

All Logic and Neural papers

35 papers, page 1 of 1

1. CVPR 2026Federated Active Learning Under Extreme Non-IID and Global Class Imbalance
2. CVPR 2026FUSER Feed-Forward Multiview 3D Registration Transformer and SE3N Diffusion Refinement
3. CVPR 2026High-Quality and Efficient Turbulence Mitigation with Events
4. CVPR 2026Lifelong Imitation Learning with Multimodal Latent Replay and Incremental Adjustment
5. CVPR 2026Med-CMR A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic
6. CVPR 2026NeuroRule Bridging Vision and Logic with Differentiable Rule Induction
7. CVPR 2026Plug-and-Play Incomplete Multi-View Clustering via Janus-Faced Affinity Learning with Topology
8. CVPR 2026RealAppiance Let High-fidelity Appliance Assets Controllable and Workable as Aligned
9. CVPR 2026Understanding Temporal Logic Consistency in Video-Language Models through Cross-Modal Attention
10. CVPR 2025Estimating Body and Hand Motion in an Ego-sensed World
11. CVPR 2025Learning Affine Correspondences by Integrating Geometric Constraints
12. CVPR 2025LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning
13. CVPR 2025MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond
14. CVPR 2025PLeaS - Merging Models with Permutations and Least Squares
15. CVPR 2025SCFlow2: Plug-and-Play Object Pose Refiner with Shape-Constraint Scene Flow
16. CVPR 2025Towards Cost-Effective Learning: A Synergy of Semi-Supervised and Active Learning
17. CVPR 2025UMotion: Uncertainty-driven Human Motion Estimation from Inertial and Ultra-wideband Units
18. CVPR 2024An N-Point Linear Solver for Line and Motion Estimation with Event Cameras
19. CVPR 2024Beyond Textual Constraints: Learning Novel Diffusion Conditions with Fewer Examples
20. CVPR 2024FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
21. CVPR 2024Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
22. CVPR 2024HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects from Video
23. CVPR 2024MS-MANO: Enabling Hand Pose Tracking with Biomechanical Constraints
24. CVPR 2024Objects as Volumes: A Stochastic Geometry View of Opaque Solids
25. CVPR 2024Predicated Diffusion: Predicate Logic-Based Attention Guidance for Text-to-Image Diffusion Models
26. CVPR 2024Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation
27. CVPR 2024SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency
28. CVPR 2024Synergistic Global-space Camera and Human Reconstruction from Videos
29. CVPR 2023CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation Loss
30. CVPR 2023Handy: Towards a High Fidelity 3D Hand Shape and Appearance Model
31. CVPR 2023IMP: Iterative Matching and Pose Estimation With Adaptive Pooling
32. CVPR 2023Learning To Zoom and Unzoom
33. CVPR 2023Object Pose Estimation With Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation
34. CVPR 2023ShapeClipper: Scalable 3D Shape Learning From Single-View Images via Geometric and CLIP-Based Consistency
35. CVPR 2023Understanding and Improving Features Learned in Deep Functional Maps

FAQ

How many Logic and Neural papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

366 in total: 162 in 2023, 64 in 2024, 54 in 2025, 86 in 2026.

How many Logic and Neural papers are at NeurIPS 2026?

NeurIPS 2026 has 32 Logic and Neural papers, versus 23 the year before.

How many Logic and Neural papers are at ICLR 2026?

ICLR 2026 has 20 Logic and Neural papers, versus 11 the year before.

How many Logic and Neural papers are at ICML 2026?

ICML 2026 has 25 Logic and Neural papers, versus 12 the year before.

How many Logic and Neural papers are at CVPR 2026?

CVPR 2026 has 9 Logic and Neural papers, versus 8 the year before.

Which conference publishes the most Logic and Neural papers?

NeurIPS, with 173 papers from 2023 to 2026.