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 2024Optimal Ridge Regularization for Out-of-Distribution Prediction
52. ICML 2024Outlier-robust Kalman Filtering through Generalised Bayes
53. ICML 2024Performative Prediction with Bandit Feedback: Learning through Reparameterization
54. ICML 2024Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains
55. ICML 2024Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
56. ICML 2024Private Truly-Everlasting Robust-Prediction
57. ICML 2024Provably Efficient Long-Horizon Exploration in Monte Carlo Tree Search through State Occupancy Regularization
58. ICML 2024Pursuing Overall Welfare in Federated Learning through Sequential Decision Making
59. ICML 2024Regularized Q-learning through Robust Averaging
60. ICML 2024Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
61. ICML 2024Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
62. ICML 2024Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective
63. ICML 2024Revisit the Essence of Distilling Knowledge through Calibration
64. ICML 2024Robust Yet Efficient Conformal Prediction Sets
65. ICML 2024Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
66. ICML 2024Spike Distance Function as a Learning Objective for Spike Prediction
67. ICML 2024Stability Evaluation through Distributional Perturbation Analysis
68. ICML 2024StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
69. ICML 2024Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm
70. ICML 2024Studying K-FAC Heuristics by Viewing Adam through a Second-Order Lens
71. ICML 2024Surprisingly Strong Performance Prediction with Neural Graph Features
72. ICML 2024The Pitfalls of Next-Token Prediction
73. ICML 2024The Relative Value of Prediction in Algorithmic Decision Making
74. ICML 2024Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability
75. ICML 2024Translation Equivariant Transformer Neural Processes
76. ICML 2024Unveiling the Potential of AI for Nanomaterial Morphology Prediction
77. ICML 2024Viewing Transformers Through the Lens of Long Convolutions Layers

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。