点击率预测论文趋势 2023–2026
CTR 模型
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 940 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 36 | 20 | 32 | 36 | 124 |
| 2024 | 85 | 33 | 77 | 31 | 226 |
| 2025 | 105 | 57 | 65 | 44 | 271 |
| 2026 | 118 | 56 | 77 | 68 | 319 |
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 178 篇，第 4 / 4 页
- CVPR 2023Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution
- CVPR 2023End-to-End Vectorized HD-Map Construction With Piecewise Bezier Curve
- CVPR 2023FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction
- CVPR 2023Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy
- CVPR 2023Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning
- CVPR 2023Instant Multi-View Head Capture Through Learnable Registration
- CVPR 2023Introducing Competition To Boost the Transferability of Targeted Adversarial Examples Through Clean Feature Mixup
- CVPR 2023IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction
- CVPR 2023Leapfrog Diffusion Model for Stochastic Trajectory Prediction
- CVPR 2023Looking Through the Glass: Neural Surface Reconstruction Against High Specular Reflections
- CVPR 2023Modular Memorability: Tiered Representations for Video Memorability Prediction
- CVPR 2023NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction
- CVPR 2023Open-Set Representation Learning Through Combinatorial Embedding
- CVPR 2023Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction
- CVPR 2023PD-Quant: Post-Training Quantization Based on Prediction Difference Metric
- CVPR 2023Polarimetric iToF: Measuring High-Fidelity Depth Through Scattering Media
- CVPR 2023Query-Centric Trajectory Prediction
- CVPR 2023RepMode: Learning to Re-Parameterize Diverse Experts for Subcellular Structure Prediction
- CVPR 2023ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg Images
- CVPR 2023Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
- CVPR 2023SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network
- CVPR 2023Single Image Depth Prediction Made Better: A Multivariate Gaussian Take
- CVPR 2023Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective
- CVPR 2023Synthesizing Photorealistic Virtual Humans Through Cross-Modal Disentanglement
- CVPR 2023TempSAL - Uncovering Temporal Information for Deep Saliency Prediction
- CVPR 2023The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction
- CVPR 2023Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction
- CVPR 2023Virtual Occlusions Through Implicit Depth
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查点击率预测在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "click-through-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。