Long Context papers, 2023–2026

Key findings

• Long Context went from 66 papers in 2023 to 341 in 2026, roughly 5.2x in three years.
• NeurIPS publishes the most Long Context work: 298 papers from 2023 to 2026, 36% of the four-venue total.
• The fastest-growing overlap is with AI Agents: papers tagged with both rose from 0 in 2023 to 45 in 2026.
• Among the 5 topics under Long Context and Memory, it ranks #1 by 2026 paper count; the fastest grower in the group, Retrieval Memory, is up 6.6x versus 5.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Accelerating Long-Context LLM Prefill via Layer-wise Progressive Token Pruning in Local Deployment
• ICML 2026AdaSplash-2: Faster Differentiable Sparse Attention
• ICLR 2026An evolutionary perspective on modes of learning in Transformers
• CVPR 2026AR2-4FV Anchored Referring and Re-identification for Long-Term Grounding in Fixed-View
• NeurIPS 2025A Controllable Examination for Long-Context Language Models
• ICML 2025CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration
• ICLR 2025$\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
• CVPR 2025BIMBA: Selective-Scan Compression for Long-Range Video Question Answering
• NeurIPS 2024[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
• ICML 2024Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
• ICLR 2024CLEX: Continuous Length Extrapolation for Large Language Models
• CVPR 2024GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes
• NeurIPS 2023A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation
• ICML 2023CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling
• ICLR 2023$k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference
• CVPR 2023AutoAD: Movie Description in Context
• NeurIPS 2026AdaCal: Adaptive Calibration for Robust Sparse Attention in Long-Context LLMs
• ICML 2026Artificial Hippocampus Networks for Efficient Long-Context Modeling
• ICLR 2026AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
• CVPR 2026AstraNav-Memory Contexts Compression for Long Memory

All Long Context papers

84 papers, page 1 of 2

1. CVPR 2026AR2-4FV Anchored Referring and Re-identification for Long-Term Grounding in Fixed-View
2. CVPR 2026AstraNav-Memory Contexts Compression for Long Memory
3. CVPR 2026BEV-CAR Enhancing Monocular Birds Eye View Segmentation with Context-Aware Rasterization
4. CVPR 2026CDICS Delving Into Fine-Grained Attribute for In-Context Segmentation via Compositional
5. CVPR 2026CHIRP dataset towards long-term individual-level behavioral monitoring of bird populations
6. CVPR 2026Common Inpainted Objects In-N-Out of Context
7. CVPR 2026Deformation-based In-Context Learning for Point Cloud Understanding
8. CVPR 2026Expanding Spatial and Temporal Context for Robotic Imitation Learning With
9. CVPR 2026Featurising Pixels from Dynamic 3D Scenes with Linear In-Context Learners
10. CVPR 2026FedCART Tackling Long-Tailed Distributions in Federated Adversarial Training via Classifier
11. CVPR 2026Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized
12. CVPR 2026FoSS Modeling Long-Range Dependencies and Multimodal Uncertainty in Trajectory Prediction
13. CVPR 2026INSID3 Training-Free In-Context Segmentation with DINOv3
14. CVPR 2026Long-SCOPE Fully Sparse Long-Range Cooperative 3D Perception
15. CVPR 2026Long-Tail Internet Photo Reconstruction
16. CVPR 2026Meta-Learning In-Context Enables Training-Free Cross Subject Brain Decoding
17. CVPR 2026MoRel Long-Range Flicker-Free 4D Motion Modeling via Anchor Relay-based Bidirectioanl
18. CVPR 2026MuKV Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering
19. CVPR 2026Perceiving the Near Reasoning the Distant Coherent Long-Horizon Trajectory Prediction
20. CVPR 2026PersonaVLM Long-Term Personalized Multimodal LLMs
21. CVPR 2026PR-MaGIC Prompt Refinement Via Mask Decoder Gradient Flow For In-Context
22. CVPR 2026Recurrent Reasoning with Vision-Language Models for Estimating Long-Horizon Embodied Task
23. CVPR 2026Reframing Long-Tailed Learning via Loss Landscape Geometry
24. CVPR 2026Seeing Conversations Communication Context Identification in Egocentric Video
25. CVPR 2026Semantic Context Matters Improving Conditioning for Autoregressive Models
26. CVPR 2026SemLT3D Semantic-Guided Expert Distillation for Camera-only Long-Tailed 3D Object Detection
27. CVPR 2026Taming the Long Tail Rebalancing Adversarial Training via Adaptive Perturbation
28. CVPR 2026tttLRM Test-Time Training for Long Context and Autoregressive 3D Reconstruction
29. CVPR 2026VecAttention Vector-wise Sparse Attention for Accelerating Long Context Inference
30. CVPR 2026Video Panels for Long Video Understanding
31. CVPR 2026Wavelet-based Frame Selection by Detecting Semantic Boundary for Long Video
32. CVPR 2025BIMBA: Selective-Scan Compression for Long-Range Video Question Answering
33. CVPR 2025Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs
34. CVPR 2025Context-Enhanced Memory-Refined Transformer for Online Action Detection
35. CVPR 2025Distilling Long-tailed Datasets
36. CVPR 2025Fractal Calibration for Long-tailed Object Detection
37. CVPR 2025From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
38. CVPR 2025GA3CE: Unconstrained 3D Gaze Estimation with Gaze-Aware 3D Context Encoding
39. CVPR 2025HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models
40. CVPR 2025Learning from Neighbors: Category Extrapolation for Long-Tail Learning
41. CVPR 2025LOCORE: Image Re-ranking with Long-Context Sequence Modeling
42. CVPR 2025Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues
43. CVPR 2025Mimic In-Context Learning for Multimodal Tasks
44. CVPR 2025Neural Video Compression with Context Modulation
45. CVPR 2025OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
46. CVPR 2025Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance
47. CVPR 2025TAET: Two-Stage Adversarial Equalization Training on Long-Tailed Distributions
48. CVPR 2025Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images
49. CVPR 2024Amodal Completion via Progressive Mixed Context Diffusion
50. CVPR 2024CLiC: Concept Learning in Context

FAQ

How many Long Context papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

838 in total: 66 in 2023, 176 in 2024, 255 in 2025, 341 in 2026.

How many Long Context papers are at NeurIPS 2026?

NeurIPS 2026 has 130 Long Context papers, versus 98 the year before.

How many Long Context papers are at ICLR 2026?

ICLR 2026 has 82 Long Context papers, versus 87 the year before.

How many Long Context papers are at ICML 2026?

ICML 2026 has 98 Long Context papers, versus 53 the year before.

How many Long Context papers are at CVPR 2026?

CVPR 2026 has 31 Long Context papers, versus 17 the year before.

Which conference publishes the most Long Context papers?

NeurIPS, with 298 papers from 2023 to 2026.