点击率预测论文趋势 2023–2026

主要结论

• 点击率预测论文从 2023 年的 124 篇增长到 2026 年的 319 篇，三年间扩大到约 2.6 倍。
• NeurIPS 是发点击率预测论文最多的会议，2023–2026 年共 344 篇，占四个会议总量的 37%。
• 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 26 篇。
• 在「推荐与广告」的 5 个主题里，它的 2026 年论文数排第 2；同组增长最快的因果推荐是 2.3 倍，点击率预测是 2.6 倍。

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

• 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

全部点击率预测论文

共 32 篇，第 1 / 1 页

1. ICML 2023Aligning Language Models with Preferences through $f$-divergence Minimization
2. ICML 2023Cold Analysis of Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator
3. ICML 2023Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
4. ICML 2023Conformal Prediction Sets for Graph Neural Networks
5. ICML 2023Conformal Prediction with Missing Values
6. ICML 2023Constraint Reasoning Embedded Structured Prediction
7. ICML 2023CrossSplit: Mitigating Label Noise Memorization through Data Splitting
8. ICML 2023Detecting Out-of-distribution Data through In-distribution Class Prior
9. ICML 2023Distribution Free Prediction Sets for Node Classification
10. ICML 2023Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
11. ICML 2023ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models
12. ICML 2023Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
13. ICML 2023Exact Inference in High-order Structured Prediction
14. ICML 2023Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains
15. ICML 2023Feature learning in deep classifiers through Intermediate Neural Collapse
16. ICML 2023Feature Programming for Multivariate Time Series Prediction
17. ICML 2023Gaussian processes at the Helm(holtz): A more fluid model for ocean currents
18. ICML 2023Improved Online Learning Algorithms for CTR Prediction in Ad Auctions
19. ICML 2023Improving Expert Predictions with Conformal Prediction
20. ICML 2023Input uncertainty propagation through trained neural networks
21. ICML 2023Linkless Link Prediction via Relational Distillation
22. ICML 2023Mitigating Memorization of Noisy Labels by Clipping the Model Prediction
23. ICML 2023Network Effects in Performative Prediction Games
24. ICML 2023Non-autoregressive Conditional Diffusion Models for Time Series Prediction
25. ICML 2023One-Shot Federated Conformal Prediction
26. ICML 2023Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare Maximization in Ad Auctions
27. ICML 2023Predicting Rare Events by Shrinking Towards Proportional Odds
28. ICML 2023Robust Perception through Equivariance
29. ICML 2023Self-Interpretable Time Series Prediction with Counterfactual Explanations
30. ICML 2023Temporal Label Smoothing for Early Event Prediction
31. ICML 2023Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features
32. ICML 2023When Personalization Harms Performance: Reconsidering the Use of Group Attributes in Prediction

常见问题

2023–2026 年四大会议一共有多少篇点击率预测论文？

共 940 篇，按年份分别是 2023 年 124 篇、2024 年 226 篇、2025 年 271 篇、2026 年 319 篇。

NeurIPS 2026 有多少篇点击率预测论文？

NeurIPS 2026 有 118 篇点击率预测论文，上一届是 105 篇。

ICLR 2026 有多少篇点击率预测论文？

ICLR 2026 有 56 篇点击率预测论文，上一届是 57 篇。

ICML 2026 有多少篇点击率预测论文？

ICML 2026 有 77 篇点击率预测论文，上一届是 65 篇。

CVPR 2026 有多少篇点击率预测论文？

CVPR 2026 有 68 篇点击率预测论文，上一届是 44 篇。

哪个会议的点击率预测论文最多？

NeurIPS，2023–2026 年共 344 篇。