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 1 / 2 页

1. ICML 2026A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers
2. ICML 2026Accelerating Q-learning through Efficient Value-Sharing across Actions
3. ICML 2026Addressing Instrument-Outcome Confounding in Mendelian Randomization through Representation Learning
4. ICML 2026Arboreal Neural Network
5. ICML 2026Asymmetric conformal prediction with penalized kernel sum-of-squares
6. ICML 2026Auditing Sybil: Explaining Deep Lung Cancer Risk Prediction Through Generative Interventional Attributions
7. ICML 2026Autobidding Auctions with LLM-Powered Creatives
8. ICML 2026Autoregression with Self-Token Prediction
9. ICML 2026Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction
10. ICML 2026Bayesian Meta-Learning with Expert Feedback for Task-Shift Adaptation through Causal Embeddings
11. ICML 2026Beyond Independent Genes: Learning Module-Inductive Representations for Single-Cell Gene Perturbation Prediction
12. ICML 2026Bridging the Knowledge-Prediction Gap in LLMs on Multiple-Choice Questions
13. ICML 2026Causal-JEPA: Learning World Models through Object-Level Latent Masking
14. ICML 2026Colorful Pinball: Density-Weighted Quantile Regression for Conditional Guarantee of Conformal Prediction
15. ICML 2026Conditional Coverage Diagnostics for Conformal Prediction
16. ICML 2026Conditional Quantile Adjusted Conformal Prediction for Time Series
17. ICML 2026Conformal Calibration Transfer
18. ICML 2026DDP-WM: Disentangled Dynamics Prediction for Efficient World Models
19. ICML 2026Decision-Focused Learning via Tangent-Space Projection of Prediction Error
20. ICML 2026Deep sequence models tend to memorize geometrically; it is unclear why
21. ICML 2026Discriminative Attribute Graph Clustering Through Topology-Guided Contrastive Learning
22. ICML 2026DistMatch: Adaptive Binning via Distribution Matching for Robust Sequential Conformal Prediction
23. ICML 2026DITING: A Weak Degradation Listener for Battery Lifetime Early Prediction
24. ICML 2026Efficient numeracy in language models through single-token number embeddings
25. ICML 2026Emergent Visual Representations through Unsupervised Spiking Networks with Synaptic Pruning
26. ICML 2026Enhancing Numerical Prediction in LLMs via Smooth MMD Alignment
27. ICML 2026Extending Prediction-Powered Inference through Conformal Prediction
28. ICML 2026Fine-grained Analysis of Brain-LLM Alignment through Input Attribution
29. ICML 2026Flow for Future: Geometric SE(3)-Equivariant Flow Matching for 3D Trajectory Prediction
30. ICML 2026From Token to Token Pair: Efficient Prompt Compression for Large Language Models in Clinical Prediction
31. ICML 2026Front-Loaded Robust Conformal Prediction: Heavy Calibration, Minimal Test-Time Cost
32. ICML 2026GeoReward: Mitigating Contextual Variable Overestimation in Vision-Language Models for Cross-Market Preference Prediction
33. ICML 2026HEXST: Hexagonal Shifted-Window Transformer for Spatial Transcriptomics Gene Expression Prediction
34. ICML 2026Hi-Time: Hierarchical Latent Prediction for Multivariate Time Series Classification
35. ICML 2026High-Dimensional Learning Dynamics of Quantized Models with Straight-Through Estimator
36. ICML 2026Human-AI Collaborative Uncertainty Quantification
37. ICML 2026Improving Backward Conformal Prediction via Non-Conformity Score Transformation
38. ICML 2026InstEmb: Instruction-Following Embeddings through Glimpses of the Future
39. ICML 2026MetaStreet: Semi-Supervised Multimodal Learning for Street-Level Socioeconomic Prediction
40. ICML 2026Mixing Configurations for Downstream Prediction
41. ICML 2026Multi-Distribution Robust Conformal Prediction
42. ICML 2026NITP: Next Implicit Token Prediction for LLM Pre-training
43. ICML 2026No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference
44. ICML 2026Non-Stationary Online Structured Prediction with Surrogate Losses
45. ICML 2026On the Computational Complexity of Performative Prediction
46. ICML 2026On the Theoretical Limitations of Embedding-based Link Prediction
47. ICML 2026Online Conformal Prediction via Universal Portfolio Algorithms
48. ICML 2026Optimal Decision-Making Based on Prediction Sets
49. ICML 2026Personalized Policy Learning through Discrete Experimentation
50. ICML 2026PINE: Pruning Boosted Tree Ensembles with Conformal In-Distribution Prediction Equivalence

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。