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 251 篇，第 2 / 6 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?
78. ICML 2025A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
79. ICML 2025Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts
80. ICML 2025All-atom inverse protein folding through discrete flow matching
81. ICML 2025Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction
82. ICML 2025Boosting Protein Graph Representations through Static-Dynamic Fusion
83. ICML 2025CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations
84. ICML 2025Complete-Tree Space Favors Data-Efficient Link Prediction
85. ICML 2025Conformal Prediction as Bayesian Quadrature
86. ICML 2025Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
87. ICML 2025Constrained Belief Updates Explain Geometric Structures in Transformer Representations
88. ICML 2025Cross-regularization: Adaptive Model Complexity through Validation Gradients
89. ICML 2025Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
90. ICML 2025CursorCore: Assist Programming through Aligning Anything
91. ICML 2025Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents
92. ICML 2025Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
93. ICML 2025DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
94. ICML 2025Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension
95. ICML 2025Distillation of Discrete Diffusion through Dimensional Correlations
96. ICML 2025Distributed Conformal Prediction via Message Passing
97. ICML 2025Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
98. ICML 2025Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
99. ICML 2025Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
100. ICML 2025Enhancing Target-unspecific Tasks through a Features Matrix

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。