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 54 篇，第 1 / 2 页

  1. CVPR 2024InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
  2. CVPR 2024Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining
  3. CVPR 2024U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation
  4. CVPR 2024XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
  5. ICLR 2024Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
  6. ICLR 2024Conformal Language Modeling
  7. ICLR 2024Enhancing Neural Training via a Correlated Dynamics Model
  8. ICLR 2024Future Language Modeling from Temporal Document History
  9. ICLR 2024Learning Multi-Faceted Prototypical User Interests
  10. ICLR 2024LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
  11. ICLR 2024Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems
  12. ICLR 2024Representation Deficiency in Masked Language Modeling
  13. ICLR 2024Tool-Augmented Reward Modeling
  14. ICLR 2024Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
  15. ICLR 2024Turning large language models into cognitive models
  16. ICLR 2024When should we prefer Decision Transformers for Offline Reinforcement Learning?
  17. ICML 2024A Persuasive Approach to Combating Misinformation
  18. ICML 2024An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation
  19. ICML 2024Better Locally Private Sparse Estimation Given Multiple Samples Per User
  20. ICML 2024Coactive Learning for Large Language Models using Implicit User Feedback
  21. ICML 2024Decomposing and Editing Predictions by Modeling Model Computation
  22. ICML 2024ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
  23. ICML 2024FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
  24. ICML 2024Fewer Truncations Improve Language Modeling
  25. ICML 2024GenCO: Generating Diverse Designs with Combinatorial Constraints
  26. ICML 2024Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling
  27. ICML 2024Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank
  28. ICML 2024Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy
  29. ICML 2024Learning to Play Atari in a World of Tokens
  30. ICML 2024Modeling Language Tokens as Functionals of Semantic Fields
  31. ICML 2024PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling
  32. ICML 2024Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling
  33. ICML 2024Probabilistic Modeling of Interpersonal Coordination Processes
  34. ICML 2024RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences
  35. ICML 2024STEER: Assessing the Economic Rationality of Large Language Models
  36. ICML 2024VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
  37. NeurIPS 20244DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
  38. NeurIPS 2024Aligning LLM Agents by Learning Latent Preference from User Edits
  39. NeurIPS 2024Belief-State Query Policies for User-Aligned POMDPs
  40. NeurIPS 2024Deep Bayesian Active Learning for Preference Modeling in Large Language Models
  41. NeurIPS 2024Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval
  42. NeurIPS 2024Explaining Datasets in Words: Statistical Models with Natural Language Parameters
  43. NeurIPS 2024Improving Context-Aware Preference Modeling for Language Models
  44. NeurIPS 2024Interpolating Item and User Fairness in Multi-Sided Recommendations
  45. NeurIPS 2024Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
  46. NeurIPS 2024PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models
  47. NeurIPS 2024Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
  48. NeurIPS 2024Queueing Matching Bandits with Preference Feedback
  49. NeurIPS 2024Text to Blind Motion
  50. NeurIPS 2024TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series

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。

「教育与交互」下的其他主题