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 3 / 6 页

101. ICML 2025FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference
102. ICML 2025False Coverage Proportion Control for Conformal Prediction
103. ICML 2025From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models
104. ICML 2025Implicit degree bias in the link prediction task
105. ICML 2025Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms
106. ICML 2025Improving the Statistical Efficiency of Cross-Conformal Prediction
107. ICML 2025Improving the Variance of Differentially Private Randomized Experiments through Clustering
108. ICML 2025Latent Imputation before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing
109. ICML 2025Learnable Spatial-Temporal Positional Encoding for Link Prediction
110. ICML 2025Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More
111. ICML 2025Measuring In-Context Computation Complexity via Hidden State Prediction
112. ICML 2025Model Uncertainty Quantification by Conformal Prediction in Continual Learning
113. ICML 2025On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback
114. ICML 2025On the Generalization Ability of Next-Token-Prediction Pretraining
115. ICML 2025On Volume Minimization in Conformal Regression
116. ICML 2025One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy
117. ICML 2025Online Differentially Private Conformal Prediction for Uncertainty Quantification
118. ICML 2025Optimal transport-based conformal prediction
119. ICML 2025Parametric Scaling Law of Tuning Bias in Conformal Prediction
120. ICML 2025PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity
121. ICML 2025polybasic Speculative Decoding Through a Theoretical Perspective
122. ICML 2025Position: The Future of Bayesian Prediction Is Prior-Fitted
123. ICML 2025Prediction models that learn to avoid missing values
124. ICML 2025Prediction-Powered Adaptive Shrinkage Estimation
125. ICML 2025Prediction-Powered E-Values
126. ICML 2025Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction
127. ICML 2025Provable Length Generalization in Sequence Prediction via Spectral Filtering
128. ICML 2025Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
129. ICML 2025QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions
130. ICML 2025Rectifying Conformity Scores for Better Conditional Coverage
131. ICML 2025Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression
132. ICML 2025Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction
133. ICML 2025Sampling Binary Data by Denoising through Score Functions
134. ICML 2025SPHINX: Structural Prediction using Hypergraph Inference Network
135. ICML 2025SpikF: Spiking Fourier Network for Efficient Long-term Prediction
136. ICML 2025STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization
137. ICML 2025Targeted control of fast prototyping through domain-specific interface
138. ICML 2025Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset
139. ICML 2025TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
140. ICML 2025Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory
141. ICML 2025Understanding the difficulties of posterior predictive estimation
142. ICML 2025Volume Optimality in Conformal Prediction with Structured Prediction Sets
143. ICML 2024A Language Model’s Guide Through Latent Space
144. ICML 2024A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
145. ICML 2024Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction
146. ICML 2024Allocation Requires Prediction Only if Inequality Is Low
147. ICML 2024Auditing Private Prediction
148. ICML 2024Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
149. ICML 2024Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process
150. ICML 2024Beyond the Norms: Detecting Prediction Errors in Regression Models

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。