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

1,405 papers, page 18 of 29

851. ICML 2025UnHiPPO: Uncertainty-aware Initialization for State Space Models
852. ICML 2025Unified Screening for Multiple Diseases
853. ICML 2025Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means
854. ICML 2025UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
855. ICML 2025Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
856. ICML 2025Unnatural Languages Are Not Bugs but Features for LLMs
857. ICML 2025Variance-Reduced Forward-Reflected-Backward Splitting Methods for Nonmonotone Generalized Equations
858. ICML 2025VinePPO: Refining Credit Assignment in RL Training of LLMs
859. ICML 2025Volume-Aware Distance for Robust Similarity Learning
860. ICML 2025WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting
861. ICML 2025WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction
862. ICML 2025When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
863. ICML 2025WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
864. NeurIPS 2025$\boldsymbol{\lambda}$-Orthogonality Regularization for Compatible Representation Learning
865. NeurIPS 20251000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering
866. NeurIPS 20253DPE-Gaze:Unlocking the Potential of 3D Facial Priors for Generalized Gaze Estimation
867. NeurIPS 202570% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
868. NeurIPS 2025A Clean Slate for Offline Reinforcement Learning
869. NeurIPS 2025A CLT for Polynomial GNNs on Community-Based Graphs
870. NeurIPS 2025A compressive-expressive communication framework for compositional representations
871. NeurIPS 2025A Computationally Viable Numerical Gradient-based Technique for Optimal Covering Problems
872. NeurIPS 2025A Controllable Examination for Long-Context Language Models
873. NeurIPS 2025A Driving-Style-Adaptive Framework for Vehicle Trajectory Prediction
874. NeurIPS 2025A Fair Federated Learning Method for Handling Client Participation Probability Inconsistencies in Heterogeneous Environments
875. NeurIPS 2025A Latent Multilayer Graphical Model For Complex, Interdependent Systems
876. NeurIPS 2025A Learning-Augmented Dynamic Programming Approach for Orienteering Problem with Time Windows
877. NeurIPS 2025A Physics-preserved Transfer Learning Method for Differential Equations
878. NeurIPS 2025A Practical Guide for Incorporating Symmetry in Diffusion Policy
879. NeurIPS 2025A Pre-training Framework for Relational Data with Information-theoretic Principles
880. NeurIPS 2025A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
881. NeurIPS 2025A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation
882. NeurIPS 2025A Single-Swap Local Search Algorithm for k-Means of Lines
883. NeurIPS 2025A Stable Whitening Optimizer for Efficient Neural Network Training
884. NeurIPS 2025A Sustainable AI Economy Needs Data Deals That Work for Generators
885. NeurIPS 2025A Temporal Difference Method for Stochastic Continuous Dynamics
886. NeurIPS 2025A Theoretical Framework for Grokking: Interpolation followed by Riemannian Norm Minimisation
887. NeurIPS 2025A unified framework for establishing the universal approximation of transformer-type architectures
888. NeurIPS 2025A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random
889. NeurIPS 2025Accelerated Evolving Set Processes for Local PageRank Computation
890. NeurIPS 2025Accelerating Block Coordinate Descent for LLM Finetuning via Landscape Expansion
891. NeurIPS 2025Accelerating data-driven algorithm selection for combinatorial partitioning problems
892. NeurIPS 2025Accelerating Visual-Policy Learning through Parallel Differentiable Simulation
893. NeurIPS 2025ACCO: Accumulate While You Communicate for Communication-Overlapped Sharded LLM Training
894. NeurIPS 2025AccuQuant: Simulating Multiple Denoising Steps for Quantizing Diffusion Models
895. NeurIPS 2025Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
896. NeurIPS 2025Act to See, See to Act: Diffusion-Driven Perception-Action Interplay for Adaptive Policies
897. NeurIPS 2025Activation-Guided Consensus Merging for Large Language Models
898. NeurIPS 2025Active Measurement: Efficient Estimation at Scale
899. NeurIPS 2025Activity Pruning for Efficient Spiking Neural Networks
900. NeurIPS 2025Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference

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.