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 118 篇，第 1 / 3 页

1. NeurIPS 2026A Comprehensive View of Fairness through Distributional Stability
2. NeurIPS 2026A Kernel Nonconformity Score for Multivariate Conformal Prediction
3. NeurIPS 2026A Scalable Nonparametric Continuous-Time Survival Model through Numerical Quadrature
4. NeurIPS 2026A Theoretical Analysis of Why Masked Diffusion Models Mitigate the Reversal Curse
5. NeurIPS 2026Accelerating LLM Pre-Training through Flat-Direction Dynamics Enhancement
6. NeurIPS 2026AdaOcc: Adaptive 3D Occupancy Prediction for Embodied Tasks
7. NeurIPS 2026AdaptNC: Adaptive Nonconformity Scores for Conformal Prediction under Distribution Shift
8. NeurIPS 2026ASO Atlas 2.0: Evaluating antisense oligonucleotide prediction across the preclinical pipeline
9. NeurIPS 2026Asymmetric Generalization in Deep CTR Models: A Block-wise Diagnosis
10. NeurIPS 2026AtlasULP: Domain-aware Universal Link Prediction via Relation Atlas
11. NeurIPS 2026Augmented Lagrangian Predictive Coding
12. NeurIPS 2026Beyond Local Neighborhoods: Fractional Diffusion with Levy Flights on Simplicial Complexes for Link Prediction
13. NeurIPS 2026Beyond ViT Tokens: Masked-Diffusion Pretrained Convolutional Pathology Foundation Model for Cell-Level Dense Prediction
14. NeurIPS 2026Bridging the Modality Bottleneck in Pathology MIL through Virtual Molecular Staining
15. NeurIPS 2026Canonical Predictive Quotients: A Theory of Prediction under Hidden Predictive State Uncertainty with ICL Implications
16. NeurIPS 2026Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks
17. NeurIPS 2026Clustered Randomized Smoothing for Stochastic Prediction Functions
18. NeurIPS 2026Coherent Routing in Decision Trees: Phase-Interference Learning for Interpretable Tabular Prediction
19. NeurIPS 2026Competing Event Models: Next Event Prediction Under Interventions
20. NeurIPS 2026Concorde: Geometry-Aware Link Prediction via Decoupled Energy Minimization
21. NeurIPS 2026Conformal Prediction for Distribution-to-Distribution Regression
22. NeurIPS 2026Cross-Cell-Line Perturbation Prediction Needs Controls
23. NeurIPS 2026Cross-Distribution Generalization in Longitudinal Behavioral Data Through Frozen Coherence Constraints
24. NeurIPS 2026CVTA: Cross-Variable Temporal Attention for Multivariate Irregular Time Series Prediction
25. NeurIPS 2026CytoWave: Perturbation-Centric Pretraining for Single-Cell Response Prediction
26. NeurIPS 2026DegradeQuery: Counterfactual Tuple Pretraining for Context-Aware PROTAC Degradation Prediction
27. NeurIPS 2026Depth through Recurrence: Towards Ultra-Efficient On-Device ASR
28. NeurIPS 2026DSSNet: Deep Spectral Structure Profiling Network for Traffic Flow Prediction
29. NeurIPS 2026Early Prediction of Future Behavioral Strategy from Process Traces
30. NeurIPS 2026Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging
31. NeurIPS 2026EP-Flow: Disordered Crystal Structure Prediction without Site-level Annotation
32. NeurIPS 2026Expressive Power of Deep Homomorphism Networks over Relational Databases
33. NeurIPS 2026Extending ROC Analysis to Uncertainty-Aware Risk Prediction with an Interval-Based AUC (iAUC)
34. NeurIPS 2026Fast Organic Crystal Structure Prediction with Unit Cell Flow Matching
35. NeurIPS 2026Fast-Slow Evolutionary Occupancy Prediction via Controlled Dynamics
36. NeurIPS 2026FedCF: Fair Federated Conformal Prediction
37. NeurIPS 2026Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG
38. NeurIPS 2026FM-ChangeNet: Learning Change through Pathwise Feature Transport
39. NeurIPS 2026Forgetting Has Neighbors: Localized Collateral Forgetting in Machine Unlearning
40. NeurIPS 2026Foveal-Mamba: Inside-Out Ring Scanning with Recurrent Offset Prediction for Visual State Space Models
41. NeurIPS 2026From Link Prediction to Linear Community Detection: A Finite-Sample Guarantee for Graph Pretraining
42. NeurIPS 2026Generalization in Neural Networks Through the Lens of Magnitude Potential
43. NeurIPS 2026Generalizing the Geometry of Model Merging Through Fréchet Averages
44. NeurIPS 2026Generative Conformal Prediction with Optimized Coverage Allocation
45. NeurIPS 2026GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem
46. NeurIPS 2026GlycoGen: Crystallizing Flows for De Novo Glycan Structure Prediction
47. NeurIPS 2026GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs
48. NeurIPS 2026History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes
49. NeurIPS 2026How Does Pruning Change Decisions in Large Language Models?
50. NeurIPS 2026How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric 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。