智能辅导论文趋势 2023–2026
自适应学习
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 28 篇被归入该主题的论文。
主要结论
- 智能辅导论文从 2023 年的 3 篇增长到 2026 年的 7 篇，三年间扩大到约 2.3 倍。
- ICML 是发智能辅导论文最多的会议，2023–2026 年共 11 篇，占四个会议总量的 39%。
- 交叉方向里涨得最快的是自适应方法：同时属于两个主题的论文从 2023 年的 3 篇增至 2026 年的 5 篇。
- 在「教育与交互」的 5 个主题里，它的 2026 年论文数排第 4；同组增长最快的用户建模是 2.9 倍，智能辅导是 2.3 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 0 | 0 | 2 | 1 | 3 |
| 2024 | 1 | 1 | 8 | 4 | 14 |
| 2025 | 2 | 0 | 0 | 2 | 4 |
| 2026 | 4 | 0 | 1 | 2 | 7 |
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 2026Path Dependence under Adaptive AI Delegation
- ICML 2026Neural Attention Search Linear: Towards Adaptive Token-Level Hybrid Attention Models
- CVPR 2026Why Not Hyperparameter-Friendly Optimisation A Monotonic Adaptive Norm Rescaling Approach
- NeurIPS 2025Single-pass Adaptive Image Tokenization for Minimum Program Search
- CVPR 2025GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven
- NeurIPS 2024Improving Neural ODE Training with Temporal Adaptive Batch Normalization
- ICML 2024Adaptive Conformal Inference by Betting
- ICLR 2024SmartPlay : A Benchmark for LLMs as Intelligent Agents
- CVPR 2024Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations
- ICML 2023Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
- CVPR 2023Meta-Learning With a Geometry-Adaptive Preconditioner
- NeurIPS 2026Universal Adaptive Proximal Gradient Methods via Gradient Mapping Accumulation
- CVPR 2026ViBES A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body
- NeurIPS 2025Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
- CVPR 2025Sampling Innovation-Based Adaptive Compressive Sensing
- ICML 2024Adaptive Proximal Gradient Methods Are Universal Without Approximation
- CVPR 2024Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior
- ICML 2023Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances
- NeurIPS 2026Taking the Road Less Scheduled with Adaptive Polyak Steps
- ICML 2024Adaptive Robust Learning using Latent Bernoulli Variables
全部智能辅导论文
共 28 篇，第 1 / 1 页
- CVPR 2026ViBES A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body
- CVPR 2026Why Not Hyperparameter-Friendly Optimisation A Monotonic Adaptive Norm Rescaling Approach
- ICML 2026Neural Attention Search Linear: Towards Adaptive Token-Level Hybrid Attention Models
- NeurIPS 2026Information Templates: A New Paradigm for Intelligent Active Feature Acquisition
- NeurIPS 2026Path Dependence under Adaptive AI Delegation
- NeurIPS 2026Taking the Road Less Scheduled with Adaptive Polyak Steps
- NeurIPS 2026Universal Adaptive Proximal Gradient Methods via Gradient Mapping Accumulation
- CVPR 2025GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven
- CVPR 2025Sampling Innovation-Based Adaptive Compressive Sensing
- NeurIPS 2025Single-pass Adaptive Image Tokenization for Minimum Program Search
- NeurIPS 2025Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
- CVPR 2024Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations
- CVPR 2024Adaptive Softassign via Hadamard-Equipped Sinkhorn
- CVPR 2024Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior
- CVPR 2024Reconstruction-free Cascaded Adaptive Compressive Sensing
- ICLR 2024SmartPlay : A Benchmark for LLMs as Intelligent Agents
- ICML 2024A Unified Adaptive Testing System Enabled by Hierarchical Structure Search
- ICML 2024Adaptive Conformal Inference by Betting
- ICML 2024Adaptive Proximal Gradient Methods Are Universal Without Approximation
- ICML 2024Adaptive Robust Learning using Latent Bernoulli Variables
- ICML 2024Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective
- ICML 2024Faster Adaptive Decentralized Learning Algorithms
- ICML 2024Learning with Adaptive Resource Allocation
- ICML 2024Unmasking Vulnerabilities: Cardinality Sketches under Adaptive Inputs
- NeurIPS 2024Improving Neural ODE Training with Temporal Adaptive Batch Normalization
- CVPR 2023Meta-Learning With a Geometry-Adaptive Preconditioner
- ICML 2023Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
- ICML 2023Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances
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 查智能辅导在 ICML 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": "intelligent-tutoring"}
常见问题
- 2023–2026 年四大会议一共有多少篇智能辅导论文？
- 共 28 篇，按年份分别是 2023 年 3 篇、2024 年 14 篇、2025 年 4 篇、2026 年 7 篇。
- NeurIPS 2026 有多少篇智能辅导论文？
- NeurIPS 2026 有 4 篇智能辅导论文，上一届是 2 篇。
- ICLR 2024 有多少篇智能辅导论文？
- ICLR 2024 有 1 篇智能辅导论文。
- ICML 2026 有多少篇智能辅导论文？
- ICML 2026 有 1 篇智能辅导论文。
- CVPR 2026 有多少篇智能辅导论文？
- CVPR 2026 有 2 篇智能辅导论文，上一届是 2 篇。
- 哪个会议的智能辅导论文最多？
- ICML，2023–2026 年共 11 篇。