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 344 篇,第 6 / 7 页
- NeurIPS 2024Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game
- NeurIPS 2024Explanations that reveal all through the definition of encoding
- NeurIPS 2024Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
- NeurIPS 2024Exploration by Learning Diverse Skills through Successor State Representations
- NeurIPS 2024Fractal Patterns May Illuminate the Success of Next-Token Prediction
- NeurIPS 2024GeoPlant: Spatial Plant Species Prediction Dataset
- NeurIPS 2024HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
- NeurIPS 2024Human Expertise in Algorithmic Prediction
- NeurIPS 2024Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers
- NeurIPS 2024Improving Temporal Link Prediction via Temporal Walk Matrix Projection
- NeurIPS 2024Instructor-inspired Machine Learning for Robust Molecular Property Prediction
- NeurIPS 2024Large language model validity via enhanced conformal prediction methods
- NeurIPS 2024Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
- NeurIPS 2024Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems
- NeurIPS 2024Learning Versatile Skills with Curriculum Masking
- NeurIPS 2024LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
- NeurIPS 2024Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
- NeurIPS 2024Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets
- NeurIPS 2024MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction
- NeurIPS 2024MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders
- NeurIPS 2024Multi-model Ensemble Conformal Prediction in Dynamic Environments
- NeurIPS 2024Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
- NeurIPS 2024Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
- NeurIPS 2024Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
- NeurIPS 2024NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention
- NeurIPS 2024Non-asymptotic Convergence of Training Transformers for Next-token Prediction
- NeurIPS 2024Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients
- NeurIPS 2024Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
- NeurIPS 2024P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
- NeurIPS 2024PageRank Bandits for Link Prediction
- NeurIPS 2024Pearls from Pebbles: Improved Confidence Functions for Auto-labeling
- NeurIPS 2024Policy-shaped prediction: avoiding distractions in model-based reinforcement learning
- NeurIPS 2024Prediction-Powered Ranking of Large Language Models
- NeurIPS 2024Pure Message Passing Can Estimate Common Neighbor for Link Prediction
- NeurIPS 2024Putting Gale & Shapley to Work: Guaranteeing Stability Through Learning
- NeurIPS 2024PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
- NeurIPS 2024Quasi-Bayes meets Vines
- NeurIPS 2024ReactZyme: A Benchmark for Enzyme-Reaction Prediction
- NeurIPS 2024Rethinking LLM Memorization through the Lens of Adversarial Compression
- NeurIPS 2024Robust Conformal Prediction Using Privileged Information
- NeurIPS 2024RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
- NeurIPS 2024SAM-Guided Masked Token Prediction for 3D Scene Understanding
- NeurIPS 2024Scalable Early Childhood Reading Performance Prediction
- NeurIPS 2024Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
- NeurIPS 2024Selective Explanations
- NeurIPS 2024Self-Calibrating Conformal Prediction
- NeurIPS 2024Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
- NeurIPS 2024Similarity-Navigated Conformal Prediction for Graph Neural Networks
- NeurIPS 2024SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
- NeurIPS 2024Stochastic Optimization Schemes for Performative Prediction with Nonconvex Loss
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。