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

365 papers, page 4 of 8

151. NeurIPS 2025Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
152. NeurIPS 2025Cascaded Language Models for Cost-Effective Human–AI Decision-Making
153. NeurIPS 2025Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks
154. NeurIPS 2025Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
155. NeurIPS 2025COOPERA: Continual Open-Ended Human-Robot Assistance
156. NeurIPS 2025Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
157. NeurIPS 2025DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
158. NeurIPS 2025Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values
159. NeurIPS 2025Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
160. NeurIPS 2025Faithful Dynamic Imitation Learning from Human Intervention with Dynamic Regret Minimization
161. NeurIPS 2025Flexible inference for animal learning rules using neural networks
162. NeurIPS 2025Generating Computational Cognitive models using Large Language Models
163. NeurIPS 2025Geometry of Decision Making in Language Models
164. NeurIPS 2025Large Language Models as Model Organisms for Human Associative Learning
165. NeurIPS 2025Learning to Plan Like the Human Brain via Visuospatial Perception and Semantic-Episodic Synergistic Decision-Making
166. NeurIPS 2025Martingale Posterior Neural Networks for Fast Sequential Decision Making
167. NeurIPS 2025PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
168. NeurIPS 2025Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
169. NeurIPS 2025Position: Towards Bidirectional Human-AI Alignment
170. NeurIPS 2025Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context
171. NeurIPS 2025Resolution of Simpson's paradox via the common cause principle
172. NeurIPS 2025Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
173. NeurIPS 2025Thought Communication in Multiagent Collaboration
174. NeurIPS 2025Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss Landscapes
175. NeurIPS 2025Valid Inference with Imperfect Synthetic Data
176. NeurIPS 2025VTON-VLLM: Aligning Virtual Try-On Models with Human Preferences
177. NeurIPS 2025When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration
178. CVPR 20243D Human Pose Perception from Egocentric Stereo Videos
179. CVPR 2024A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation
180. CVPR 2024ChatPose: Chatting about 3D Human Pose
181. CVPR 2024CLOAF: CoLlisiOn-Aware Human Flow
182. CVPR 2024Decentralized Directed Collaboration for Personalized Federated Learning
183. CVPR 2024Diffusion-FOF: Single-View Clothed Human Reconstruction via Diffusion-Based Fourier Occupancy Field
184. CVPR 2024Disentangled Pre-training for Human-Object Interaction Detection
185. CVPR 2024Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation
186. CVPR 2024DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery
187. CVPR 2024Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning
188. CVPR 2024Dynamic Inertial Poser (DynaIP): Part-Based Motion Dynamics Learning for Enhanced Human Pose Estimation with Sparse Inertial Sensors
189. CVPR 2024EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams
190. CVPR 2024FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment
191. CVPR 2024FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models
192. CVPR 2024HAVE-FUN: Human Avatar Reconstruction from Few-Shot Unconstrained Images
193. CVPR 2024HIT: Estimating Internal Human Implicit Tissues from the Body Surface
194. CVPR 2024Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
195. CVPR 2024Human Motion Prediction Under Unexpected Perturbation
196. CVPR 2024Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction
197. CVPR 2024Inter-X: Towards Versatile Human-Human Interaction Analysis
198. CVPR 2024KITRO: Refining Human Mesh by 2D Clues and Kinematic-tree Rotation
199. CVPR 2024LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model
200. CVPR 2024MaGGIe: Masked Guided Gradual Human Instance Matting

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.