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 939 篇,第 2 / 19 页
- CVPR 2026Seeing Through Touch Tactile-Driven Visual Localization of Material Regions
- CVPR 2026Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score
- CVPR 2026SparseSplat Towards Applicable Feed-Forward 3D Gaussian Splatting with Pixel-Unaligned Prediction
- CVPR 2026STRNet Visual Navigation with Spatio-Temporal Representation through Dynamic Graph Aggregation
- CVPR 2026SurgCoT Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought
- CVPR 2026Thermal Diffusion Matters Infrared Spatial-Temporal Video Super-Resolution through Heat Conduction
- CVPR 2026Through the Frequency Lens Cross-Domain Generalisable Gaze Estimation with Adaptive
- CVPR 2026TokenGS Decoupling 3D Gaussian Prediction from Pixels with Learnable Tokens
- CVPR 2026Tracking through Severe Occlusion via Event-Derived Transient Cues
- CVPR 2026UniComp Rethinking Video Compression Through Informational Uniqueness
- CVPR 2026Unleashing the Power of Chain-of-Prediction for Monocular 3D Object Detection
- CVPR 2026Video-CoE Reinforcing Video Event Prediction via Chain of Events
- CVPR 2026VIRD View-Invariant Representation through Dual-Axis Transformation for Cross-View Pose Estimation
- CVPR 2026W2W Language-Model-Based Trajectory Prediction with Reinforcement Learning
- CVPR 2026Wave-Former Through-Occlusion 3D Reconstruction via Wireless Shape Completion
- CVPR 2026When Do Models Actually Decide Mapping the Layer-Wise Decision Timeline
- CVPR 2026YieldSAT A Multimodal Benchmark Dataset for High-Resolution Crop Yield Prediction
- ICLR 2026**TandemFoilSet**: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils
- ICLR 2026A New Paradigm for Genome-wide DNA Methylation Prediction Without Methylation Input
- ICLR 2026Adjusting Prediction Model Through Wasserstein Geodesic for Causal Inference
- ICLR 2026Advancing Universal Deep Learning for Electronic-Structure Hamiltonian Prediction of Materials
- ICLR 2026Beyond Multi-Token Prediction: Pretraining LLMs with Future Summaries
- ICLR 2026Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction
- ICLR 2026Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens
- ICLR 2026Conformal Prediction for Long-Tailed Classification
- ICLR 2026Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting
- ICLR 2026Constraint-guided Hardware-aware NAS through Gradient Modification
- ICLR 2026ContextIF: Enhancing Instruction-Following through Context Reward
- ICLR 2026Cut Less, Fold More: Model Compression through the Lens of Projection Geometry
- ICLR 2026Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring
- ICLR 2026Distribution-informed Online Conformal Prediction
- ICLR 2026Dual-Solver: A Generalized ODE Solver for Diffusion Models with Dual Prediction
- ICLR 2026Efficient Credal Prediction through Decalibration
- ICLR 2026Efficient Prediction of Large Protein Complexes via Subunit-Guided Hierarchical Refinement
- ICLR 2026Enhancing Hallucination Detection through Noise Injection
- ICLR 2026Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction
- ICLR 2026Fair Conformal Classification via Learning Representation-Based Groups
- ICLR 2026Flow-based Conformal Prediction for Multi-dimensional Time Series
- ICLR 2026Flowing Through States: Neural ODE Regularization for Reinforcement Learning
- ICLR 2026Graphon Cross-Validation: Assessing Models on Network Data
- ICLR 2026High Accuracy, Less Talk (HALT): Reliable LLMs through Capability-Aligned Finetuning
- ICLR 2026HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
- ICLR 2026How Stable is the Next Token? A Geometric View of LLM Prediction Stability
- ICLR 2026I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data?
- ICLR 2026iFusion: Integrating Dynamic Interest Streams via Diffusion Model for Click-Through Rate Prediction
- ICLR 2026JAPAN: Joint Adaptive Prediction Areas with Normalising Flow
- ICLR 2026KVComm: Enabling Efficient LLM Communication through Selective KV Sharing
- ICLR 2026Mean-Field Neural Differential Equations: A Game-Theoretic Approach to Sequence Prediction
- ICLR 2026Memorization Through the Lens of Sample Gradients
- ICLR 2026Memorizing Long-tail Data Can Help Generalization Through Composition
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。