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

72 papers, page 2 of 2

51. ICML 2023Bigger, Better, Faster: Human-level Atari with human-level efficiency
52. ICML 2023ChiPFormer: Transferable Chip Placement via Offline Decision Transformer
53. ICML 2023Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
54. ICML 2023Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
55. ICML 2023FedDisco: Federated Learning with Discrepancy-Aware Collaboration
56. ICML 2023Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
57. ICML 2023Optimizing the Collaboration Structure in Cross-Silo Federated Learning
58. ICML 2023The Wisdom of Hindsight Makes Language Models Better Instruction Followers
59. NeurIPS 2023A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation
60. NeurIPS 2023Alexa Arena: A User-Centric Interactive Platform for Embodied AI
61. NeurIPS 2023An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination
62. NeurIPS 2023Auditing for Human Expertise
63. NeurIPS 2023Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback
64. NeurIPS 2023Diverse Conventions for Human-AI Collaboration
65. NeurIPS 2023Effective Human-AI Teams via Learned Natural Language Rules and Onboarding
66. NeurIPS 2023Ethical Considerations for Responsible Data Curation
67. NeurIPS 2023Expert load matters: operating networks at high accuracy and low manual effort
68. NeurIPS 2023Human-Aligned Calibration for AI-Assisted Decision Making
69. NeurIPS 2023Human-Guided Complexity-Controlled Abstractions
70. NeurIPS 2023Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
71. NeurIPS 2023Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images
72. NeurIPS 2023Temporal Continual Learning with Prior Compensation for Human Motion Prediction

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.