用户建模论文趋势 2023–2026

偏好与行为建模

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 335 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

用户建模论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023101614949
2024181220454
20254217201190
202651403219142

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

全部用户建模论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 335 篇，第 7 / 7 页

  1. ICLR 2023Modeling content creator incentives on algorithm-curated platforms
  2. ICLR 2023Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
  3. ICLR 2023Neural Lagrangian Schr\"{o}dinger Bridge: Diffusion Modeling for Population Dynamics
  4. ICLR 2023Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
  5. ICLR 2023OTOv2: Automatic, Generic, User-Friendly
  6. ICLR 2023Preference Transformer: Modeling Human Preferences using Transformers for RL
  7. ICLR 2023Quality-Similar Diversity via Population Based Reinforcement Learning
  8. ICLR 2023Scenario-based Question Answering with Interacting Contextual Properties
  9. ICLR 2023The Surprising Computational Power of Nondeterministic Stack RNNs
  10. ICLR 2023Toeplitz Neural Network for Sequence Modeling
  11. ICLR 2023User-Interactive Offline Reinforcement Learning
  12. ICML 2023Algorithms for bounding contribution for histogram estimation under user-level privacy
  13. ICML 2023dugMatting: Decomposed-Uncertainty-Guided Matting
  14. ICML 2023Federated Linear Contextual Bandits with User-level Differential Privacy
  15. ICML 2023Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions
  16. ICML 2023Learning to Suggest Breaks: Sustainable Optimization of Long-Term User Engagement
  17. ICML 2023Modeling Dynamic Environments with Scene Graph Memory
  18. ICML 2023On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances
  19. ICML 2023On User-Level Private Convex Optimization
  20. ICML 2023R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents
  21. ICML 2023Reinforcement Learning with History Dependent Dynamic Contexts
  22. ICML 2023Robust Satisficing MDPs
  23. ICML 2023Strategic Classification with Unknown User Manipulations
  24. ICML 2023TRAK: Attributing Model Behavior at Scale
  25. ICML 2023User-level Private Stochastic Convex Optimization with Optimal Rates
  26. NeurIPS 2023AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
  27. NeurIPS 2023AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
  28. NeurIPS 2023FairLISA: Fair User Modeling with Limited Sensitive Attributes Information
  29. NeurIPS 2023Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
  30. NeurIPS 2023Online Corrupted User Detection and Regret Minimization
  31. NeurIPS 2023Recasting Continual Learning as Sequence Modeling
  32. NeurIPS 2023SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations
  33. NeurIPS 2023Scalable Transformer for PDE Surrogate Modeling
  34. NeurIPS 2023Should We Learn Most Likely Functions or Parameters?
  35. NeurIPS 2023Strategic Behavior in Two-sided Matching Markets with Prediction-enhanced Preference-formation

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 查用户建模在 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": "user-modeling"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇用户建模论文？
共 335 篇，按年份分别是 2023 年 49 篇、2024 年 54 篇、2025 年 90 篇、2026 年 142 篇。
NeurIPS 2026 有多少篇用户建模论文？
NeurIPS 2026 有 51 篇用户建模论文，上一届是 42 篇。
ICLR 2026 有多少篇用户建模论文？
ICLR 2026 有 40 篇用户建模论文，上一届是 17 篇。
ICML 2026 有多少篇用户建模论文？
ICML 2026 有 32 篇用户建模论文，上一届是 20 篇。
CVPR 2026 有多少篇用户建模论文？
CVPR 2026 有 19 篇用户建模论文，上一届是 11 篇。
哪个会议的用户建模论文最多？
NeurIPS，2023–2026 年共 121 篇。

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