人机协作论文趋势 2023–2026

协同决策

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 365 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

人机协作论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202314884272
202436142343116
20252810133081
20262616223296

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

全部人机协作论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 104 篇，第 1 / 3 页

  1. NeurIPS 2026ABHBench: Evaluating Moral Decision-Making of Foundation Models from an Agentic Perspective
  2. NeurIPS 2026Aligning MLLMs with the Latent Structure of Human Cognition via Behavior-Derived Semantic Dimensions
  3. NeurIPS 2026BAL: Bidirectional Autoregression in Latent Space for Learning Human Movement Representations
  4. NeurIPS 2026Beyond Proxy Metrics: MLLM-Based Human Surrogate Evaluation for Explainable AI
  5. NeurIPS 2026Budgeting Discretion: Theory and Evidence on Street-Level Decision-Making
  6. NeurIPS 2026Cosine is Human: The Reproducibility Ceiling of Perceptual Similarity
  7. NeurIPS 2026CSFlow: Aligning Flow Matching with Human Contrast Sensitivity
  8. NeurIPS 2026Empirical regularities in subjective decision-making by LLMs
  9. NeurIPS 2026EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration
  10. NeurIPS 2026Fair Division of Work in Collaborative Mean Estimation via Bargaining
  11. NeurIPS 2026HuPER: A Human-Inspired Framework for Phonetic Perception
  12. NeurIPS 2026Learning to Decide with AI Assistance under Human-Alignment
  13. NeurIPS 2026Multidimensional Observer Model and Perceptual Dimensions of Human Image Quality Assessment
  14. NeurIPS 2026Narrowing the Collaboration Gap, Probably
  15. NeurIPS 2026OmniMechanism Design for Human-AI Collaboration with Impressionable Minds
  16. NeurIPS 2026On Making $SE(2)$-Invariant Networks Optimal
  17. NeurIPS 2026Residual Expertise Is Not Decision Value
  18. NeurIPS 2026Risk-Controlled Post-Processing of Decision Policies
  19. NeurIPS 2026Sport Is The Next Grand Challenge For Artificial Intelligence: Toward A Science Of Human Physical Skill
  20. NeurIPS 2026Strategic Decision Focused Learning
  21. NeurIPS 2026Structure-Semantic Guided Closed-Loop Medical Anomaly Detection via Multi-Agent Collaboration
  22. NeurIPS 2026Structured Human-Like Agentic Flow for RTL Design
  23. NeurIPS 2026Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces
  24. NeurIPS 2026TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development
  25. NeurIPS 2026VIPBench: A Human-Aligned Benchmark for Voice Identity Perception in the Age of Voice Cloning
  26. NeurIPS 2026Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
  27. NeurIPS 2025Adaptively Coordinating with Novel Partners via Learned Latent Strategies
  28. NeurIPS 2025Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
  29. NeurIPS 2025Cascaded Language Models for Cost-Effective Human–AI Decision-Making
  30. NeurIPS 2025Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks
  31. NeurIPS 2025Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
  32. NeurIPS 2025COOPERA: Continual Open-Ended Human-Robot Assistance
  33. NeurIPS 2025Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
  34. NeurIPS 2025DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
  35. NeurIPS 2025Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values
  36. NeurIPS 2025Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
  37. NeurIPS 2025Faithful Dynamic Imitation Learning from Human Intervention with Dynamic Regret Minimization
  38. NeurIPS 2025Flexible inference for animal learning rules using neural networks
  39. NeurIPS 2025Generating Computational Cognitive models using Large Language Models
  40. NeurIPS 2025Geometry of Decision Making in Language Models
  41. NeurIPS 2025Large Language Models as Model Organisms for Human Associative Learning
  42. NeurIPS 2025Learning to Plan Like the Human Brain via Visuospatial Perception and Semantic-Episodic Synergistic Decision-Making
  43. NeurIPS 2025Martingale Posterior Neural Networks for Fast Sequential Decision Making
  44. NeurIPS 2025PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
  45. NeurIPS 2025Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
  46. NeurIPS 2025Position: Towards Bidirectional Human-AI Alignment
  47. NeurIPS 2025Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context
  48. NeurIPS 2025Resolution of Simpson's paradox via the common cause principle
  49. NeurIPS 2025Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
  50. NeurIPS 2025Thought Communication in Multiagent Collaboration

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 查人机协作在 CVPR 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": "human-ai-collaboration"}

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人机协作论文？
共 365 篇，按年份分别是 2023 年 72 篇、2024 年 116 篇、2025 年 81 篇、2026 年 96 篇。
NeurIPS 2026 有多少篇人机协作论文？
NeurIPS 2026 有 26 篇人机协作论文，上一届是 28 篇。
ICLR 2026 有多少篇人机协作论文？
ICLR 2026 有 16 篇人机协作论文，上一届是 10 篇。
ICML 2026 有多少篇人机协作论文？
ICML 2026 有 22 篇人机协作论文，上一届是 13 篇。
CVPR 2026 有多少篇人机协作论文？
CVPR 2026 有 32 篇人机协作论文，上一届是 30 篇。
哪个会议的人机协作论文最多？
CVPR，2023–2026 年共 147 篇。

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