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 77 篇，第 2 / 2 页

51. ICML 2026Plain Transformers are Surprisingly Powerful Link Predictors
52. ICML 2026Prediction-Powered Adaptive Inference with Pretrained AI Models for Contextual Bandits
53. ICML 2026Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts
54. ICML 2026Probing the Inductive Bias of Neural Networks through Learning Random Cellular Automata
55. ICML 2026Provably Label-Efficient Conformal Prediction
56. ICML 2026Questioning the Coverage-Length Metric in Conformal Prediction: When Shorter Intervals Are Not Better
57. ICML 2026Reading Between the Tokens: Improving Preference Predictions through Mechanistic Forecasting
58. ICML 2026Representation Unlearning: Forgetting through Information Compression
59. ICML 2026Rethinking Temporal Consistency in Video Object-Centric Learning: From Prediction to Correspondence
60. ICML 2026Reward Learning through Ranking Mean Squared Error
61. ICML 2026Robust Bayes-Assisted Conformal Prediction
62. ICML 2026RSA-CP: Efficient Conformal Prediction in Small-Sample Regimes via Random Score Alignment
63. ICML 2026Semantic Tube Prediction: Beating LLM Data Efficiency with JEPA
64. ICML 2026Semi-Supervised Hypothesis Testing by Betting on Predictions
65. ICML 2026Set-Preserving Calibration from Conformal P-Values to E-Values
66. ICML 2026SKETCH: Semantic Key-Point Conditioning for Long-Horizon Vessel Trajectory Prediction
67. ICML 2026Spatial Conformal Inference through Localized Quantile Regression
68. ICML 2026SpeedCP: Fast Kernel-based Conditional Conformal Prediction
69. ICML 2026Stable Localized Conformal Prediction via Transduction
70. ICML 2026STEP: Warm-Started Visuomotor Policies with Spatiotemporal Consistency Prediction
71. ICML 2026Stronger Benchmarks for Prediction as a Service with Constraints
72. ICML 2026TerraBind: Fast and Accurate Binding Affinity Prediction through Coarse Structural Representations
73. ICML 2026Time Series Forecasting Through the Lens of Dynamics
74. ICML 2026TPV: Parameter Perturbations Through the Lens of Test Prediction Variance
75. ICML 2026Trading Complexity for Expressivity Through Structured Generalized Linear Token Mixing
76. ICML 2026Unsat Core Prediction through Polarity-Aware Representation Learning over Clause-Literal Hypergraphs
77. ICML 2026What Makes a Representation Good for Single-Cell Perturbation 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。