硬件协同论文趋势 2023–2026

加速器与编译

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,524 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

硬件协同论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023212327102173
202469455594263
2025120447287323
2026263120186196765

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部硬件协同论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 196 篇，第 4 / 4 页

  1. CVPR 2026SceMoS Scene-Aware 3D Human Motion Synthesis by Planning with Geometry-Grounded
  2. CVPR 2026SeaCache Spectral-Evolution-Aware Cache for Accelerating Diffusion Models
  3. CVPR 2026SegMo Co-Designing Content-Aware Sparsity and Locally-Cohesive Segment Parallelism for Efficient
  4. CVPR 2026SegQuant A Semantics-Aware and Generalizable Quantization Framework for Diffusion Models
  5. CVPR 2026SemLayer Semantic-aware Generative Segmentation and Layer Construction for Abstract Icons
  6. CVPR 2026SenCache Accelerating Diffusion Model Inference via Sensitivity-Aware Caching
  7. CVPR 2026Shoe Style-Invariant and Ground-Aware Learning for Dense Foot Contact Estimation
  8. CVPR 2026SIMSPINE A Biomechanics-Aware Simulation Framework for 3D Spine Motion Annotation
  9. CVPR 2026Smart Replay Adaptive Scheduling of Memory Rehearsal for Computational Resource-Aware
  10. CVPR 2026SocialNav Training Human-Inspired Foundation Model for Socially-Aware Embodied Navigation
  11. CVPR 2026Space-Time Forecasting of Dynamic Scenes with Motion-aware Gaussian Grouping
  12. CVPR 2026Sparsity-Aware Voxel Attention and Foreground Modulation for 3D Semantic Scene
  13. CVPR 2026SpatialDiff 3D-Aware Object Movement via Implicit Spatial Modeling
  14. CVPR 2026Specificity-aware reinforcement learning for fine-grained open-world classification
  15. CVPR 2026SPREAD Spatial-Physical REasoning via geometry Aware Diffusion
  16. CVPR 2026SSM-Aware Token-Efficient VMamba via Adaptive Patch Pruning and Merging for
  17. CVPR 2026STAC Plug-and-Play Spatio-Temporal Aware Cache Compression for Streaming 3D Reconstruction
  18. CVPR 2026Structure-Aware Representation Distillation for Tiny-Dense Object Segmentation
  19. CVPR 2026StyleGallery Training-free and Semantic-aware Personalized Style Transfer from Arbitrary Image
  20. CVPR 2026SunFaded Illumination-Aware Gaussian Splatting for Dark Scenes with Camera-Mounted Active
  21. CVPR 2026TACO Task-Aware Contrastive Learning for Joint LiDAR Localization and 3D
  22. CVPR 2026TAG-MoE Task-Aware Gating for Unified Generative Mixture-of-Experts
  23. CVPR 2026TagSplat Topology-Aware Gaussian Splatting for Dynamic Mesh Modeling and Tracking
  24. CVPR 2026TAR Token-Aware Refinement for Fine-grained Generalized Category Discovery
  25. CVPR 2026Target-Aware Invertible Encoder with Reconstruction Guidance for Infrared Small Target
  26. CVPR 2026Tavatar Topology-Aware Gaussian Attribute Derivation for Animatable Human Avatars
  27. CVPR 2026Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal
  28. CVPR 2026TDATR Improving End-to-End Table Recognition via Table Detail-Aware Learning and
  29. CVPR 2026Teaching DINOv3 About Partial 3D Geometry A Self-Supervised Geometry-Aware Approach
  30. CVPR 2026The Devil Is in Gradient Entanglement Energy-Aware Gradient Coordinator for
  31. CVPR 2026Thinking in Uncertainty Mitigating Hallucinations in MLRMs with Latent Entropy-Aware
  32. CVPR 2026Topology-aware Feature Propagation for Unsupervised Non-rigid Point Cloud Correspondence
  33. CVPR 2026Towards Intrinsic-Aware Monocular 3D Object Detection
  34. CVPR 2026Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware
  35. CVPR 2026U2Flow Uncertainty-Aware Unsupervised Optical Flow Estimation
  36. CVPR 2026UCMNet Uncertainty-Aware Context Memory Network for Under-Display Camera Image Restoration
  37. CVPR 2026Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models
  38. CVPR 2026Uncertainty-Aware Knowledge Distillation for Multimodal Large Language Models
  39. CVPR 2026Uncertainty-Aware Modality Fusion for Unaligned RGB-T Salient Object Detection
  40. CVPR 2026UST-Hand An Uncertainty-aware Spatiotemporal Point Cloud Interaction Network for 3D
  41. CVPR 2026VAD-GS Visibility-Aware Densification for 3D Gaussian Splatting in Dynamic Urban
  42. CVPR 2026Variation-aware Vision Token Dropping for Faster Large Vision-Language Models
  43. CVPR 2026VarSplat Uncertainty-aware 3D Gaussian Splatting for Robust RGB-D SLAM
  44. CVPR 2026View-Aware Semantic Alignment for Aerial-Ground Person Re-Identification
  45. CVPR 2026Visual-Aware CoT Achieving High-Fidelity Visual Consistency in Unified Models
  46. CVPR 2026WaDi Weight Direction-aware Distillation for One-step Image Synthesis

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查硬件协同在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "hardware-aware-ml"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇硬件协同论文？
共 1,524 篇，按年份分别是 2023 年 173 篇、2024 年 263 篇、2025 年 323 篇、2026 年 765 篇。
NeurIPS 2026 有多少篇硬件协同论文？
NeurIPS 2026 有 263 篇硬件协同论文，上一届是 120 篇。
ICLR 2026 有多少篇硬件协同论文？
ICLR 2026 有 120 篇硬件协同论文，上一届是 44 篇。
ICML 2026 有多少篇硬件协同论文？
ICML 2026 有 186 篇硬件协同论文，上一届是 72 篇。
CVPR 2026 有多少篇硬件协同论文？
CVPR 2026 有 196 篇硬件协同论文，上一届是 87 篇。
哪个会议的硬件协同论文最多？
CVPR，2023–2026 年共 479 篇。

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