Click-Through Prediction papers, 2023–2026
CTR models
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 940 papers are tagged with this topic.
Key findings
- Click-Through Prediction went from 124 papers in 2023 to 319 in 2026, roughly 2.6x in three years.
- NeurIPS publishes the most Click-Through Prediction work: 344 papers from 2023 to 2026, 37% of the four-venue total.
- The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 1 in 2023 to 26 in 2026.
- Among the 5 topics under Recommenders and Ads, it ranks #2 by 2026 paper count; the fastest grower in the group, Causal Recommendation, is up 2.3x versus 2.6x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 36 | 20 | 32 | 36 | 124 |
| 2024 | 85 | 33 | 77 | 31 | 226 |
| 2025 | 105 | 57 | 65 | 44 | 271 |
| 2026 | 118 | 56 | 77 | 68 | 319 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026A Comprehensive View of Fairness through Distributional Stability
- ICML 2026A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers
- ICLR 2026Adjusting Prediction Model Through Wasserstein Geodesic for Causal Inference
- CVPR 2026DepthFocus Controllable Depth Estimation for See-Through Scenes
- NeurIPS 2025Accident Anticipation via Temporal Occurrence Prediction
- ICML 2025Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
- ICLR 2025Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence
- CVPR 2025Adapting to Observation Length of Trajectory Prediction via Contrastive Learning
- NeurIPS 2024[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
- ICML 2024Auditing Private Prediction
- ICLR 2024Domain constraints improve risk prediction when outcome data is missing
- CVPR 2024Enhancing Post-training Quantization Calibration through Contrastive Learning
- NeurIPS 2023Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
- ICML 2023Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
- ICLR 2023Agree to Disagree: Diversity through Disagreement for Better Transferability
- CVPR 2023Computational Flash Photography Through Intrinsics
- NeurIPS 2026A Kernel Nonconformity Score for Multivariate Conformal Prediction
- ICML 2026Addressing Instrument-Outcome Confounding in Mendelian Randomization through Representation Learning
- ICLR 2026Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens
- CVPR 2026Detect Anything via Next Point Prediction
All Click-Through Prediction papers
77 papers, page 2 of 2
- ICML 2024Optimal Ridge Regularization for Out-of-Distribution Prediction
- ICML 2024Outlier-robust Kalman Filtering through Generalised Bayes
- ICML 2024Performative Prediction with Bandit Feedback: Learning through Reparameterization
- ICML 2024Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains
- ICML 2024Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
- ICML 2024Private Truly-Everlasting Robust-Prediction
- ICML 2024Provably Efficient Long-Horizon Exploration in Monte Carlo Tree Search through State Occupancy Regularization
- ICML 2024Pursuing Overall Welfare in Federated Learning through Sequential Decision Making
- ICML 2024Regularized Q-learning through Robust Averaging
- ICML 2024Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
- ICML 2024Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
- ICML 2024Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective
- ICML 2024Revisit the Essence of Distilling Knowledge through Calibration
- ICML 2024Robust Yet Efficient Conformal Prediction Sets
- ICML 2024Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
- ICML 2024Spike Distance Function as a Learning Objective for Spike Prediction
- ICML 2024Stability Evaluation through Distributional Perturbation Analysis
- ICML 2024StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
- ICML 2024Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm
- ICML 2024Studying K-FAC Heuristics by Viewing Adam through a Second-Order Lens
- ICML 2024Surprisingly Strong Performance Prediction with Neural Graph Features
- ICML 2024The Pitfalls of Next-Token Prediction
- ICML 2024The Relative Value of Prediction in Algorithmic Decision Making
- ICML 2024Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability
- ICML 2024Translation Equivariant Transformer Neural Processes
- ICML 2024Unveiling the Potential of AI for Nanomaterial Morphology Prediction
- ICML 2024Viewing Transformers Through the Lens of Long Convolutions Layers
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FAQ
- How many Click-Through Prediction papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 940 in total: 124 in 2023, 226 in 2024, 271 in 2025, 319 in 2026.
- How many Click-Through Prediction papers are at NeurIPS 2026?
- NeurIPS 2026 has 118 Click-Through Prediction papers, versus 105 the year before.
- How many Click-Through Prediction papers are at ICLR 2026?
- ICLR 2026 has 56 Click-Through Prediction papers, versus 57 the year before.
- How many Click-Through Prediction papers are at ICML 2026?
- ICML 2026 has 77 Click-Through Prediction papers, versus 65 the year before.
- How many Click-Through Prediction papers are at CVPR 2026?
- CVPR 2026 has 68 Click-Through Prediction papers, versus 44 the year before.
- Which conference publishes the most Click-Through Prediction papers?
- NeurIPS, with 344 papers from 2023 to 2026.