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 5 of 8

201. CVPR 2024Mind Artist: Creating Artistic Snapshots with Human Thought
202. CVPR 2024Multimodal Sense-Informed Forecasting of 3D Human Motions
203. CVPR 2024Multiple View Geometry Transformers for 3D Human Pose Estimation
204. CVPR 2024NECA: Neural Customizable Human Avatar
205. CVPR 2024PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
206. CVPR 2024PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization
207. CVPR 2024PostureHMR: Posture Transformation for 3D Human Mesh Recovery
208. CVPR 2024ReGenNet: Towards Human Action-Reaction Synthesis
209. CVPR 2024RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method
210. CVPR 2024Rethinking Human Motion Prediction with Symplectic Integral
211. CVPR 2024Score-Guided Diffusion for 3D Human Recovery
212. CVPR 2024ScoreHypo: Probabilistic Human Mesh Estimation with Hypothesis Scoring
213. CVPR 2024Seamless Human Motion Composition with Blended Positional Encodings
214. CVPR 2024Semantic Human Mesh Reconstruction with Textures
215. CVPR 2024Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification
216. CVPR 2024TexVocab: Texture Vocabulary-conditioned Human Avatars
217. CVPR 2024TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation
218. CVPR 2024UniHuman: A Unified Model For Editing Human Images in the Wild
219. CVPR 2024VS: Reconstructing Clothed 3D Human from Single Image via Vertex Shift
220. CVPR 2024Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
221. ICLR 2024A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
222. ICLR 2024A Framework for Inference Inspired by Human Memory Mechanisms
223. ICLR 2024Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation
224. ICLR 2024Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
225. ICLR 2024Deep Neural Networks Tend To Extrapolate Predictably
226. ICLR 2024Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
227. ICLR 2024Does Writing with Language Models Reduce Content Diversity?
228. ICLR 2024Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain
229. ICLR 2024HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
230. ICLR 2024Human Feedback is not Gold Standard
231. ICLR 2024Illusory Attacks: Information-theoretic detectability matters in adversarial attacks
232. ICLR 2024Leveraging Uncertainty Estimates To Improve Classifier Performance
233. ICLR 2024TorchRL: A data-driven decision-making library for PyTorch
234. ICLR 2024Turning large language models into cognitive models
235. ICML 2024A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback
236. ICML 2024Augmenting Decision with Hypothesis in Reinforcement Learning
237. ICML 2024Configurable Mirror Descent: Towards a Unification of Decision Making
238. ICML 2024Conformal Prediction Sets Improve Human Decision Making
239. ICML 2024Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function
240. ICML 2024Exploiting Human-AI Dependence for Learning to Defer
241. ICML 2024Fast Decision Boundary based Out-of-Distribution Detector
242. ICML 2024Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks
243. ICML 2024Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making
244. ICML 2024Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture
245. ICML 2024Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
246. ICML 2024On the Calibration of Human Pose Estimation
247. ICML 2024On The Statistical Complexity of Offline Decision-Making
248. ICML 2024Position: A Call to Action for a Human-Centered AutoML Paradigm
249. ICML 2024Position: Insights from Survey Methodology can Improve Training Data
250. ICML 2024Position: Stop Making Unscientific AGI Performance Claims

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.