Human-AI Collaboration papers, 2023–2026

Key findings

• Human-AI Collaboration went from 72 papers in 2023 to 96 in 2026, roughly 1.3x in three years.
• CVPR publishes the most Human-AI Collaboration work: 147 papers from 2023 to 2026, 40% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 0 in 2023 to 10 in 2026.
• Among the 5 topics under Education and HCI, it ranks #2 by 2026 paper count; the fastest grower in the group, User Modeling, is up 2.9x versus 1.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Budgeting Discretion: Theory and Evidence on Street-Level Decision-Making
• ICML 2026Adaptively Grouped Contextual Bandits for Heterogeneous Human-AI Decision Making with Conformal Prediction Sets
• ICLR 2026AtC: Aggregate-then-Calibrate for Human-centered Assessment
• CVPR 2026BiPreManip Learning Affordance-Based Bimanual Preparatory Manipulation through Anticipatory Collaboration
• NeurIPS 2025Cascaded Language Models for Cost-Effective Human–AI Decision-Making
• ICML 2025Position: When Incentives Backfire, Data Stops Being Human
• ICLR 2025DeLLMa: Decision Making Under Uncertainty with Large Language Models
• CVPR 2025A Focused Human Body Model for Accurate Anthropometric Measurements Extraction
• NeurIPS 2024Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
• ICML 2024Conformal Prediction Sets Improve Human Decision Making
• ICLR 2024Does Writing with Language Models Reduce Content Diversity?
• CVPR 2024Decentralized Directed Collaboration for Personalized Federated Learning
• NeurIPS 2023Alexa Arena: A User-Centric Interactive Platform for Embodied AI
• ICML 2023Bigger, Better, Faster: Human-level Atari with human-level efficiency
• ICLR 2023Beyond calibration: estimating the grouping loss of modern neural networks
• CVPR 20233D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels
• NeurIPS 2026HuPER: A Human-Inspired Framework for Phonetic Perception
• ICML 2026Controlled Collaboration Geometry for Personalized Federated Learning
• ICLR 2026Conformalized Decision Risk Assessment
• CVPR 2026EgoPoseFormer v2 Accurate Egocentric Human Motion Estimation for ARVR

All Human-AI Collaboration papers

48 papers, page 1 of 1

1. ICLR 2026Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
2. ICLR 2026AtC: Aggregate-then-Calibrate for Human-centered Assessment
3. ICLR 2026Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration
4. ICLR 2026Conformalized Decision Risk Assessment
5. ICLR 2026Dimension-Free Decision Calibration for Nonlinear Loss Functions
6. ICLR 2026Don't Throw Away Your Pretrained Model
7. ICLR 2026EditLens: Quantifying the Extent of AI Editing in Text
8. ICLR 2026EMFuse: Energy-based Model Fusion for Decision Making
9. ICLR 2026Fair Decision Utility in Human-AI Collaboration: Interpretable Confidence Adjustment for Humans with Cognitive Disparities
10. ICLR 2026Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility
11. ICLR 2026INTIMA: A Benchmark for Human-AI Companionship Behavior
12. ICLR 2026Learning Human Habits with Rule-Guided Active Inference
13. ICLR 2026On the Mechanisms of Collaborative Learning in VAE Recommenders
14. ICLR 2026Robust Decision-Making with Partially Calibrated Forecasters
15. ICLR 2026The Value of Information in Human-AI Decision-making
16. ICLR 2026Towards Cognitively-Faithful Decision-Making Models to Improve AI Alignment
17. ICLR 2025Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes
18. ICLR 2025DeLLMa: Decision Making Under Uncertainty with Large Language Models
19. ICLR 2025Eliciting Human Preferences with Language Models
20. ICLR 2025Learning from Imperfect Human Feedback: A Tale from Corruption-Robust Dueling
21. ICLR 2025Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents
22. ICLR 2025LLMs Can Plan Only If We Tell Them
23. ICLR 2025PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks
24. ICLR 2025Rational Decision-Making Agent with Learning Internal Utility Judgment
25. ICLR 2025Reconciling Model Multiplicity for Downstream Decision Making
26. ICLR 2025Self-Evolving Multi-Agent Collaboration Networks for Software Development
27. ICLR 2024A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
28. ICLR 2024A Framework for Inference Inspired by Human Memory Mechanisms
29. ICLR 2024Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation
30. ICLR 2024Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
31. ICLR 2024Deep Neural Networks Tend To Extrapolate Predictably
32. ICLR 2024Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
33. ICLR 2024Does Writing with Language Models Reduce Content Diversity?
34. ICLR 2024Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain
35. ICLR 2024HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
36. ICLR 2024Human Feedback is not Gold Standard
37. ICLR 2024Illusory Attacks: Information-theoretic detectability matters in adversarial attacks
38. ICLR 2024Leveraging Uncertainty Estimates To Improve Classifier Performance
39. ICLR 2024TorchRL: A data-driven decision-making library for PyTorch
40. ICLR 2024Turning large language models into cognitive models
41. ICLR 2023Asymptotic Instance-Optimal Algorithms for Interactive Decision Making
42. ICLR 2023Beyond calibration: estimating the grouping loss of modern neural networks
43. ICLR 2023Calibrating the Rigged Lottery: Making All Tickets Reliable
44. ICLR 2023Human Motion Diffusion Model
45. ICLR 2023Learning Human-Compatible Representations for Case-Based Decision Support
46. ICLR 2023LiftedCL: Lifting Contrastive Learning for Human-Centric Perception
47. ICLR 2023MCAL: Minimum Cost Human-Machine Active Labeling
48. ICLR 2023Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes

FAQ

How many Human-AI Collaboration papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

365 in total: 72 in 2023, 116 in 2024, 81 in 2025, 96 in 2026.

How many Human-AI Collaboration papers are at NeurIPS 2026?

NeurIPS 2026 has 26 Human-AI Collaboration papers, versus 28 the year before.

How many Human-AI Collaboration papers are at ICLR 2026?

ICLR 2026 has 16 Human-AI Collaboration papers, versus 10 the year before.

How many Human-AI Collaboration papers are at ICML 2026?

ICML 2026 has 22 Human-AI Collaboration papers, versus 13 the year before.

How many Human-AI Collaboration papers are at CVPR 2026?

CVPR 2026 has 32 Human-AI Collaboration papers, versus 30 the year before.

Which conference publishes the most Human-AI Collaboration papers?

CVPR, with 147 papers from 2023 to 2026.