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 765 篇，第 3 / 16 页

  1. CVPR 2026Learning Forgery-Aware Lip Representations Without Forgery Priors
  2. CVPR 2026Learning to Adapt Self-Improving Web Agent via Cognitive-Aware Exploration
  3. CVPR 2026Learning to Refuse Refusal-Aware Reinforcement Fine-Tuning for Hard-Irrelevant Queries in
  4. CVPR 2026Learning to See and Act Task-Aware Virtual View Exploration for
  5. CVPR 2026LESA Learnable Stage-Aware Predictors for Diffusion Model Acceleration
  6. CVPR 2026LiteVGGT Boosting Vanilla VGGT via Geometry-aware Cached Token Merging
  7. CVPR 2026ManifoldNeuS Manifold-aware View Optimizability for Pose-Free Neural Surface Reconstruction
  8. CVPR 2026MAPo Motion-Aware Partitioning of Deformable 3D Gaussian Splatting for High-Fidelity
  9. CVPR 2026MASQuant Modality-Aware Smoothing Quantization for Multimodal Large Language Models
  10. CVPR 2026Material Magic Wand Material-Aware Grouping of 3D Parts in Untextured
  11. CVPR 2026MedLoc-R1 Performance-Aware Curriculum Reward Scheduling for GRPO-Based Medical Visual Grounding
  12. CVPR 2026MimiCAT Mimic with Correspondence-Aware Cascade-Transformer for Category-Free 3D Pose Transfer
  13. CVPR 2026MoRe Motion-aware Feed-forward 4D Reconstruction Transformer
  14. CVPR 2026More Natural More Real Object-aware Gaussian Splatting for 3D Visual
  15. CVPR 2026Motion-Aware Animatable Gaussian Avatars Deblurring
  16. CVPR 2026MoVieS Motion-Aware 4D Dynamic View Synthesis in One Second
  17. CVPR 2026MU-GeNeRF Multi-view Uncertainty-guided Generalizable Neural Radiance Fields for Distractor-aware Scene
  18. CVPR 2026Multi-Prototype Compactness and Boundary-Aware Synthesis for Unsupervised Anomaly Detection
  19. CVPR 2026Multigrain-aware Semantic Prototype Scanning and Tri-Token Prompt Learning Embraced High-Order
  20. CVPR 2026MUST Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing
  21. CVPR 2026Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models
  22. CVPR 2026Noise-Aware Few-Shot Learning through Bi-directional Multi-View Prompt Alignment
  23. CVPR 2026Occlusion-Aware SORT Observing Occlusion for Robust Multi-Object Tracking
  24. CVPR 2026On Tokens Dilemma Dynamic MoE with Drift-Aware Token Assignment for
  25. CVPR 2026Orthogonal Spatial-Aware Multi-View Anchor Graph Clustering for Incomplete Remote Sensing
  26. CVPR 2026PAD-Hand Physics-Aware Diffusion for Hand Motion Recovery
  27. CVPR 2026PAF Perturbation-Aware Filtering for Open-Set Semi-Supervised Learning
  28. CVPR 2026PALM Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic
  29. CVPR 2026PaQ-DETR Learning Pattern and Quality-Aware Dynamic Queries for Object Detection
  30. CVPR 2026ParallelVLM Lossless Video-LLM Acceleration with Visual Alignment Aware Parallel Speculative
  31. CVPR 2026PARSE Part-Aware Relational Spatial Modeling
  32. CVPR 2026Part2GS Part-aware Modeling of Articulated Objects using 3D Gaussian Splatting
  33. CVPR 2026PhenoYieldNet Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction
  34. CVPR 2026Phrase-Grounding-Aware Supervised Fine-Tuning for Chart Recognition via Side-Masked Attention
  35. CVPR 2026POLAR A Portrait OLAT Dataset and Generative Framework for Illumination-Aware
  36. CVPR 2026Precise Object and Effect Removal with Adaptive Target-Aware Attention
  37. CVPR 2026Quant Experts Token-aware Adaptive Error Reconstruction with Mixture of Experts
  38. CVPR 2026Quota-Calibrated Fine-Grained Alignment with Context-Aware Marginals for Text-based Person Retrieval
  39. CVPR 2026REArtGS Generalizable Articulation Reconstruction with Temporal Geometry Constraint via Planar
  40. CVPR 2026Region-Aware Instance Consistency Learning for Micro-Expression Recognition
  41. CVPR 2026Residual Decoding Mitigating Hallucinations in Large Vision-Language Models via History-Aware
  42. CVPR 2026Revisiting Multimodal KV Cache Compression A Frequency-Domain-Guided Outlier-KV-Aware Approach
  43. CVPR 2026Robust3DGSW Toward Robust Watermarking for Quantization-Aware 3D Gaussian Splatting
  44. CVPR 2026Rotation Invariant and Symmetry Aware Pixel Difference Network for Remote
  45. CVPR 2026SAG-GNN Semantic-Aware Guided GNN for Descriptor-Free 2D-3D Matching
  46. CVPR 2026SAIDO Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided
  47. CVPR 2026SAIL Similarity-Aware Guidance and Inter-Caption Augmentation-based Learning for Weakly-Supervised Dense
  48. CVPR 2026Sampling-Aware Quantization for Diffusion Models
  49. CVPR 2026SARL-STG A Spatially Aware Reinforcement Learning Framework for Refining MLLMs
  50. CVPR 2026Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes

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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