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
9 papers, page 1 of 1
- CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
- CVPR 2023CloSET: Modeling Clothed Humans on Continuous Surface With Explicit Template Decomposition
- CVPR 2023DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering
- CVPR 2023Generalized Relation Modeling for Transformer Tracking
- CVPR 2023Learning From Unique Perspectives: User-Aware Saliency Modeling
- CVPR 2023LightPainter: Interactive Portrait Relighting With Freehand Scribble
- CVPR 2023Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling
- CVPR 2023RaBit: Parametric Modeling of 3D Biped Cartoon Characters With a Topological-Consistent Dataset
- CVPR 2023Unified Pose Sequence Modeling
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.