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

121 papers, page 3 of 3

101. NeurIPS 2024Interpolating Item and User Fairness in Multi-Sided Recommendations
102. NeurIPS 2024Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
103. NeurIPS 2024PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models
104. NeurIPS 2024Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
105. NeurIPS 2024Queueing Matching Bandits with Preference Feedback
106. NeurIPS 2024Text to Blind Motion
107. NeurIPS 2024TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
108. NeurIPS 2024User-Creator Feature Polarization in Recommender Systems with Dual Influence
109. NeurIPS 2024User-item fairness tradeoffs in recommendations
110. NeurIPS 2024Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
111. NeurIPS 2024Who's asking? User personas and the mechanics of latent misalignment
112. NeurIPS 2023AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
113. NeurIPS 2023AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
114. NeurIPS 2023FairLISA: Fair User Modeling with Limited Sensitive Attributes Information
115. NeurIPS 2023Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
116. NeurIPS 2023Online Corrupted User Detection and Regret Minimization
117. NeurIPS 2023Recasting Continual Learning as Sequence Modeling
118. NeurIPS 2023SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations
119. NeurIPS 2023Scalable Transformer for PDE Surrogate Modeling
120. NeurIPS 2023Should We Learn Most Likely Functions or Parameters?
121. 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.