User Modeling papers, 2023–2026

Key findings

• User Modeling went from 49 papers in 2023 to 142 in 2026, roughly 2.9x in three years.
• NeurIPS publishes the most User Modeling work: 121 papers from 2023 to 2026, 36% of the four-venue total.
• The fastest-growing overlap is with Alignment and Safety: papers tagged with both rose from 1 in 2023 to 26 in 2026.
• Among the 5 topics under Education and HCI, it ranks #1 by 2026 paper count; the fastest grower in the group, UI Understanding, is up 1.8x versus 2.9x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026BehaviorBench: Modeling Real-World User Decisions from Behavioral Traces
• ICML 2026Eating for a Sustainable Planet: Personalized Sustainable Diet Recommendation via Constraint-Aware Decision-Making Modeling
• ICLR 2026A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
• CVPR 2026D-Prism Differentiable Primitives for Structured Dynamic Modeling
• NeurIPS 2025Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes
• ICML 2025How Transformers Learn Structured Data: Insights From Hierarchical Filtering
• ICLR 2025Logic-Logit: A Logic-Based Approach to Choice Modeling
• CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
• NeurIPS 20244DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
• ICML 2024An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation
• ICLR 2024Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
• CVPR 2024Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining
• NeurIPS 2023FairLISA: Fair User Modeling with Limited Sensitive Attributes Information
• ICML 2023dugMatting: Decomposed-Uncertainty-Guided Matting
• ICLR 2023Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps
• CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
• NeurIPS 2026Causally Structured Differential Network Modeling for Single-Cell Perturbation Prediction
• ICML 2026HyperMLP: An Integrated Perspective for Sequence Modeling
• ICLR 2026Ads that Stick: Near-Optimal Ad Optimization through Psychological Behavior Models
• CVPR 2026Learning Personalized Photographic Style from Pairwise User Preferences

All User Modeling papers

49 papers, page 1 of 1

1. CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
2. CVPR 2023CloSET: Modeling Clothed Humans on Continuous Surface With Explicit Template Decomposition
3. CVPR 2023DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering
4. CVPR 2023Generalized Relation Modeling for Transformer Tracking
5. CVPR 2023Learning From Unique Perspectives: User-Aware Saliency Modeling
6. CVPR 2023LightPainter: Interactive Portrait Relighting With Freehand Scribble
7. CVPR 2023Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling
8. CVPR 2023RaBit: Parametric Modeling of 3D Biped Cartoon Characters With a Topological-Consistent Dataset
9. CVPR 2023Unified Pose Sequence Modeling
10. ICLR 2023Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps
11. ICLR 2023Continuous-Discrete Convolution for Geometry-Sequence Modeling in Proteins
12. ICLR 2023Data Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer
13. ICLR 2023Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling
14. ICLR 2023Memorization-Dilation: Modeling Neural Collapse Under Noise
15. ICLR 2023Modeling content creator incentives on algorithm-curated platforms
16. ICLR 2023Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
17. ICLR 2023Neural Lagrangian Schr\"{o}dinger Bridge: Diffusion Modeling for Population Dynamics
18. ICLR 2023Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
19. ICLR 2023OTOv2: Automatic, Generic, User-Friendly
20. ICLR 2023Preference Transformer: Modeling Human Preferences using Transformers for RL
21. ICLR 2023Quality-Similar Diversity via Population Based Reinforcement Learning
22. ICLR 2023Scenario-based Question Answering with Interacting Contextual Properties
23. ICLR 2023The Surprising Computational Power of Nondeterministic Stack RNNs
24. ICLR 2023Toeplitz Neural Network for Sequence Modeling
25. ICLR 2023User-Interactive Offline Reinforcement Learning
26. ICML 2023Algorithms for bounding contribution for histogram estimation under user-level privacy
27. ICML 2023dugMatting: Decomposed-Uncertainty-Guided Matting
28. ICML 2023Federated Linear Contextual Bandits with User-level Differential Privacy
29. ICML 2023Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions
30. ICML 2023Learning to Suggest Breaks: Sustainable Optimization of Long-Term User Engagement
31. ICML 2023Modeling Dynamic Environments with Scene Graph Memory
32. ICML 2023On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances
33. ICML 2023On User-Level Private Convex Optimization
34. ICML 2023R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents
35. ICML 2023Reinforcement Learning with History Dependent Dynamic Contexts
36. ICML 2023Robust Satisficing MDPs
37. ICML 2023Strategic Classification with Unknown User Manipulations
38. ICML 2023TRAK: Attributing Model Behavior at Scale
39. ICML 2023User-level Private Stochastic Convex Optimization with Optimal Rates
40. NeurIPS 2023AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
41. NeurIPS 2023AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
42. NeurIPS 2023FairLISA: Fair User Modeling with Limited Sensitive Attributes Information
43. NeurIPS 2023Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
44. NeurIPS 2023Online Corrupted User Detection and Regret Minimization
45. NeurIPS 2023Recasting Continual Learning as Sequence Modeling
46. NeurIPS 2023SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations
47. NeurIPS 2023Scalable Transformer for PDE Surrogate Modeling
48. NeurIPS 2023Should We Learn Most Likely Functions or Parameters?
49. NeurIPS 2023Strategic Behavior in Two-sided Matching Markets with Prediction-enhanced Preference-formation

FAQ

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

335 in total: 49 in 2023, 54 in 2024, 90 in 2025, 142 in 2026.

How many User Modeling papers are at NeurIPS 2026?

NeurIPS 2026 has 51 User Modeling papers, versus 42 the year before.

How many User Modeling papers are at ICLR 2026?

ICLR 2026 has 40 User Modeling papers, versus 17 the year before.

How many User Modeling papers are at ICML 2026?

ICML 2026 has 32 User Modeling papers, versus 20 the year before.

How many User Modeling papers are at CVPR 2026?

CVPR 2026 has 19 User Modeling papers, versus 11 the year before.

Which conference publishes the most User Modeling papers?

NeurIPS, with 121 papers from 2023 to 2026.