Simulation for Driving papers, 2023–2026

Key findings

• Simulation for Driving went from 969 papers in 2023 to 2,200 in 2026, roughly 2.3x in three years.
• NeurIPS publishes the most Simulation for Driving work: 2,111 papers from 2023 to 2026, 36% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 27 in 2023 to 205 in 2026.
• Among the 5 topics under Autonomous Driving, it ranks #1 by 2026 paper count; the fastest grower in the group, Motion Planning, is up 2.4x versus 2.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$SE(2)$-Aware Conditional Distribution Transport for Vehicle Trajectory Generation
• ICML 2026A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers
• ICLR 2026A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
• CVPR 2026A2GC Asymmetric Aggregation with Geometric Constraints for Locally Aggregated Descriptors
• NeurIPS 2025A compressive-expressive communication framework for compositional representations
• ICML 2025A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
• ICLR 2025A Truncated Newton Method for Optimal Transport
• CVPR 20253D-SLNR: A Super Lightweight Neural Representation for Large-scale 3D Mapping
• NeurIPS 2024[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
• ICML 2024$H$-Consistency Guarantees for Regression
• ICLR 2024$\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation
• CVPR 2024Decentralized Directed Collaboration for Personalized Federated Learning
• NeurIPS 2023[Re] FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
• ICML 2023$H$-Consistency Bounds for Pairwise Misranking Loss Surrogates
• ICLR 2023A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data
• CVPR 20233DAvatarGAN: Bridging Domains for Personalized Editable Avatars
• NeurIPS 2026A Bitter Lesson for Data Filtering
• ICML 2026A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints
• ICLR 2026Bayesian Neural Networks for Functional ANOVA Model
• CVPR 2026Active Perceptual Inference A Corticothalamic-Inspired Dynamic Nested Recurrent Network for

All Simulation for Driving papers

2,199 papers, page 43 of 44

2101. NeurIPS 2026SVDP: Training-Free Contextual Sparsity Predictors for Fast LLM Inference
2102. NeurIPS 2026Symb-xMIL: Symbolic Explanations for Multiple Instance Learning in Digital Pathology
2103. NeurIPS 2026Symplectic Neural Operators for Learning Infinite Dimensional Hamiltonian Systems
2104. NeurIPS 2026Symplectic Parallel Scan: A Neural Hamiltonian Framework for Accelerated Scientific Simulation
2105. NeurIPS 2026SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning
2106. NeurIPS 2026T-ReX: Learning Tile-Reuse Indexes for Structured Model Compression
2107. NeurIPS 2026TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning
2108. NeurIPS 2026TabClustPFN: A Prior-Fitted Network for Tabular Data Clustering
2109. NeurIPS 2026Tail Competition Explains Scaling in Best-of-N Sampling for Verifiable Problems
2110. NeurIPS 2026TailDiff: Elicitable Tail-Guided Diffusion for Risk-Sensitive Generation
2111. NeurIPS 2026TanGCE: Manifold-Aware Concept Erasure
2112. NeurIPS 2026Target-Aware Nuisance Shaping for Object Detection
2113. NeurIPS 2026Target-Budget Best-Function Identification for Scaling-Law-Guided Model Selection
2114. NeurIPS 2026TARP: Trace-Anchored Regularization Prior for Retaining Stepwise Reasoning
2115. NeurIPS 2026TasteBench: multimodal benchmark for sensory prediction, from molecules to sustainable foods
2116. NeurIPS 2026TELEVAL: A Benchmark Designed for Spoken Language Models in Chinese Interactive Scenarios
2117. NeurIPS 2026Temporal Pair Consistency for Flow Matching
2118. NeurIPS 2026The Alternation Depth Principle for Neural Operator Design
2119. NeurIPS 2026The Cost of Absolute Position: A Spread-Expressivity Tradeoff for Additive Positional Encodings
2120. NeurIPS 2026The Denoising Wrapper: A Modular Post-Processing Framework for Noisy First-Order Optimizers
2121. NeurIPS 2026The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks
2122. NeurIPS 2026The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality
2123. NeurIPS 2026The Multiscale Single-Index Model: A Toy Model for Hierarchical Feature Learning
2124. NeurIPS 2026The Power of Second Order Methods for Sequence Preconditioning
2125. NeurIPS 2026The Spectral Amplitude Principle for Dynamics of Quantum Neural Networks
2126. NeurIPS 2026Theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference
2127. NeurIPS 2026Theoretical Limits of Language Model Alignment
2128. NeurIPS 2026Think Before You Generate: Active Panoramic Exploration for Text-to-3D Scenes
2129. NeurIPS 2026TIDE: Asymmetric Neural Circuits for Stabilized Temporal Inhibitory-Excitatory Dynamics
2130. NeurIPS 2026To discretize continually: Mean shift interacting particle systems for Bayesian inference
2131. NeurIPS 2026To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series
2132. NeurIPS 2026TokenRouter: Efficient Serving System for Token-Level LLM Routing
2133. NeurIPS 2026Tokens-per-Parameter Coverage Is Critical for Robust LLM Scaling Law Extrapolation
2134. NeurIPS 2026Tools as Continuous Flow for Evolving Agentic Reasoning
2135. NeurIPS 2026TopoScope: A Graph-Scoped LLM Agent for Printed Circuit Board Schematic Design
2136. NeurIPS 2026TORNADO: Adaptive Latent Stochastic Transport for Calibrated Probabilistic PDE Forecasting
2137. NeurIPS 2026ToS: Tree-of-Skill Reinforcement Learning driven by Behavior Tree for Long-Horizon Manipulation
2138. NeurIPS 2026Toward Minimal-dimensional Convex Calibrated Surrogate Losses for Classification with Rejection
2139. NeurIPS 2026Toward Semantically-Consistent Tuning-Free Customization for Rectified Flow Transformers
2140. NeurIPS 2026Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
2141. NeurIPS 2026Towards Optimal Pre-training Data Mixtures for Empowering Reinforcement Learning in LLMs
2142. NeurIPS 2026Towards Precise Knowledge Distillation for Large Language Models via Knowledge Probing
2143. NeurIPS 2026Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces
2144. NeurIPS 2026Towards Scalable Data Diversification for Language Model Pretraining via Leverage Score Sampling
2145. NeurIPS 2026Towards Self-Supervised, Generalizable and Decomposable 4D Driving Scene Reconstruction
2146. NeurIPS 2026TPO: Tri-level Distributionally Robust Learning for OOD Direct Preference Optimization
2147. NeurIPS 2026Train on the Sphere, Deploy on the Hill: Closed-Form-Anchored Surrogates for Real-Terrain Boundary-Integral Equations
2148. NeurIPS 2026Training-Free Entangler Selection for Quantum Neural Networks via Hilbert–Schmidt Geometry
2149. NeurIPS 2026Trajectory Evaluation via Rollout-Free World Model for End-to-end Autonomous Driving
2150. NeurIPS 2026Trajectory-Consistent Dropout for Uncertainty Decomposition in Hamiltonian Neural Networks

FAQ

How many Simulation for Driving papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

5,882 in total: 969 in 2023, 1,308 in 2024, 1,405 in 2025, 2,200 in 2026.

How many Simulation for Driving papers are at NeurIPS 2026?

NeurIPS 2026 has 940 Simulation for Driving papers, versus 542 the year before.

How many Simulation for Driving papers are at ICLR 2026?

ICLR 2026 has 313 Simulation for Driving papers, versus 228 the year before.

How many Simulation for Driving papers are at ICML 2026?

ICML 2026 has 363 Simulation for Driving papers, versus 275 the year before.

How many Simulation for Driving papers are at CVPR 2026?

CVPR 2026 has 584 Simulation for Driving papers, versus 360 the year before.

Which conference publishes the most Simulation for Driving papers?

NeurIPS, with 2,111 papers from 2023 to 2026.