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

116 papers, page 3 of 3

101. NeurIPS 2024Maia-2: A Unified Model for Human-AI Alignment in Chess
102. NeurIPS 2024MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
103. NeurIPS 2024Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
104. NeurIPS 2024On the Necessity of Collaboration for Online Model Selection with Decentralized Data
105. NeurIPS 2024Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
106. NeurIPS 2024Principled Bayesian Optimization in Collaboration with Human Experts
107. NeurIPS 2024ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
108. NeurIPS 2024RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
109. NeurIPS 2024Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
110. NeurIPS 2024The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
111. NeurIPS 2024Toward Approaches to Scalability in 3D Human Pose Estimation
112. NeurIPS 2024Towards Human-AI Complementarity with Prediction Sets
113. NeurIPS 2024Unlocking the Potential of Global Human Expertise
114. NeurIPS 2024Unravelling in Collaborative Learning
115. NeurIPS 2024Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
116. NeurIPS 2024When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding

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.