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 1,524 篇，第 17 / 31 页

  1. CVPR 2025Exposure-slot: Exposure-centric Representations Learning with Slot-in-Slot Attention for Region-aware Exposure Correction
  2. CVPR 2025FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning
  3. CVPR 2025Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality
  4. CVPR 2025FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation
  5. CVPR 2025GA3CE: Unconstrained 3D Gaze Estimation with Gaze-Aware 3D Context Encoding
  6. CVPR 2025Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
  7. CVPR 2025GRAE-3DMOT: Geometry Relation-Aware Encoder for Online 3D Multi-Object Tracking
  8. CVPR 2025Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection
  9. CVPR 2025Hardware-Rasterized Ray-Based Gaussian Splatting
  10. CVPR 2025HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding
  11. CVPR 2025Hyperbolic Safety-Aware Vision-Language Models
  12. CVPR 2025IM-Portrait: Learning 3D-aware Video Diffusion for Photorealistic Talking Heads from Monocular VideosC
  13. CVPR 2025Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling
  14. CVPR 2025LAL: Enhancing 3D Human Motion Prediction with Latency-aware Auxiliary Learning
  15. CVPR 2025Let's Chorus: Partner-aware Hybrid Song-Driven 3D Head Animation
  16. CVPR 2025Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes
  17. CVPR 2025LookCloser: Frequency-aware Radiance Field for Tiny-Detail Scene
  18. CVPR 2025Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration
  19. CVPR 2025MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection
  20. CVPR 2025Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
  21. CVPR 2025OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
  22. CVPR 2025Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment
  23. CVPR 2025PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram
  24. CVPR 2025Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning
  25. CVPR 2025PoseTraj: Pose-Aware Trajectory Control in Video Diffusion
  26. CVPR 2025Progress-Aware Video Frame Captioning
  27. CVPR 2025RAD: Region-Aware Diffusion Models for Image Inpainting
  28. CVPR 2025RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories
  29. CVPR 2025Reference-Based 3D-Aware Image Editing with Triplanes
  30. CVPR 2025RestorGS: Depth-aware Gaussian Splatting for Efficient 3D Scene Restoration
  31. CVPR 2025RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation
  32. CVPR 2025SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer
  33. CVPR 2025SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds
  34. CVPR 2025Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank Adaptation
  35. CVPR 2025Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions
  36. CVPR 2025ShapeWords: Guiding Text-to-Image Synthesis with 3D Shape-Aware Prompts
  37. CVPR 2025Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models
  38. CVPR 2025Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations
  39. CVPR 2025SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
  40. CVPR 2025SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
  41. CVPR 2025SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language
  42. CVPR 2025STAR-Edge: Structure-aware Local Spherical Curve Representation for Thin-walled Edge Extraction from Unstructured Point Clouds
  43. CVPR 2025Structure-Aware Correspondence Learning for Relative Pose Estimation
  44. CVPR 2025Subnet-Aware Dynamic Supernet Training for Neural Architecture Search
  45. CVPR 2025Task-Aware Clustering for Prompting Vision-Language Models
  46. CVPR 2025Task-aware Cross-modal Feature Refinement Transformer with Large Language Models for Visual Grounding
  47. CVPR 2025Taxonomy-Aware Evaluation of Vision-Language Models
  48. CVPR 2025TraF-Align: Trajectory-aware Feature Alignment for Asynchronous Multi-agent Perception
  49. CVPR 2025U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening
  50. CVPR 2025UA-Pose: Uncertainty-Aware 6D Object Pose Estimation and Online Object Completion with Partial References

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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