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

20 papers, page 1 of 1

1. ICML 2024A Persuasive Approach to Combating Misinformation
2. ICML 2024An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation
3. ICML 2024Better Locally Private Sparse Estimation Given Multiple Samples Per User
4. ICML 2024Coactive Learning for Large Language Models using Implicit User Feedback
5. ICML 2024Decomposing and Editing Predictions by Modeling Model Computation
6. ICML 2024ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
7. ICML 2024FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
8. ICML 2024Fewer Truncations Improve Language Modeling
9. ICML 2024GenCO: Generating Diverse Designs with Combinatorial Constraints
10. ICML 2024Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling
11. ICML 2024Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank
12. ICML 2024Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy
13. ICML 2024Learning to Play Atari in a World of Tokens
14. ICML 2024Modeling Language Tokens as Functionals of Semantic Fields
15. ICML 2024PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling
16. ICML 2024Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling
17. ICML 2024Probabilistic Modeling of Interpersonal Coordination Processes
18. ICML 2024RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences
19. ICML 2024STEER: Assessing the Economic Rationality of Large Language Models
20. ICML 2024VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling

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.