User Modeling papers, 2023–2026
Preference and behavior modeling
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 335 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 10 | 16 | 14 | 9 | 49 |
| 2024 | 18 | 12 | 20 | 4 | 54 |
| 2025 | 42 | 17 | 20 | 11 | 90 |
| 2026 | 51 | 40 | 32 | 19 | 142 |
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
19 papers, page 1 of 1
- CVPR 2026D-Prism Differentiable Primitives for Structured Dynamic Modeling
- CVPR 2026FluoCLIP Stain-Aware Focus Quality Assessment in Fluorescence Microscopy
- CVPR 2026FoSS Modeling Long-Range Dependencies and Multimodal Uncertainty in Trajectory Prediction
- CVPR 2026Haptic Neural Fields Bringing Tactile Interactions to 3D Rendered Scenes
- CVPR 2026HumanNOVA Photorealistic Universal and Rapid 3D Human Avatar Modeling from
- CVPR 2026Interactive Episodic Memory with User Feedback
- CVPR 2026Learning Personalized Photographic Style from Pairwise User Preferences
- CVPR 2026MD2E Modeling Depth-to-Edge Cues for Monocular Metric Depth Estimation
- CVPR 2026Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic
- CVPR 2026Modeling the Brains Grammar ROI-Guided fMRI Pretraining for Transferable and
- CVPR 2026Premier Personalized Preference Modulation with Learnable User Embedding in Text-to-Image
- CVPR 2026Protego User-Centric Pose-Invariant Privacy Protection Against Face Recognition-Induced Digital Footprint
- CVPR 2026RAYNOVA Scale-Temporal Autoregressive World Modeling in Ray Space
- CVPR 2026Rethinking Occlusion Modeling for UAV Tracking
- CVPR 2026Revisiting Monocular SLAM with Spatio-Temporal Scene Modeling
- CVPR 2026Sky2Ground A Benchmark for Site Modeling under Varying Altitude
- CVPR 2026Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion
- CVPR 2026TriSim Tri-Dimensional Similarity Modeling with Extreme Value Theory for False-Negative
- CVPR 2026Voxify3D Pixel Art Meets Volumetric Rendering
Ask about this trend from Claude or Cursor
Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.
Copy this prompt into your assistant
Use paperlist to show how User Modeling papers grew at NeurIPS from 2023 to 2026, and which year jumped the most.
Tool the assistant calls: get_topic_stats {"topic": "user-modeling"}
Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)
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.