算子融合论文趋势 2023–2026

主要结论

• 算子融合论文从 2023 年的 51 篇降到 2026 年的 48 篇，热度在回落。
• NeurIPS 是发算子融合论文最多的会议，2023–2026 年共 73 篇，占四个会议总量的 33%。
• 交叉方向里涨得最快的是传感融合：同时属于两个主题的论文从 2023 年的 2 篇增至 2026 年的 12 篇。
• 在「硬件与编译」的 5 个主题里，它的 2026 年论文数排第 3；同组增长最快的端侧推理是 4.0 倍，算子融合是 0.9 倍。

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

• NeurIPS 2026Beyond Adjacent Layers: Graph-Guided Layer Fusion for Compressing Large Language Models
• ICML 2026Asymmetric conformal prediction with penalized kernel sum-of-squares
• ICLR 2026Probabilistic Kernel Function for Fast Angle Testing
• CVPR 2026Bridging RGB and Hematoxylin Components An Interleaved Guidance and Fusion
• NeurIPS 2025Beyond Benign Overfitting in Nadaraya-Watson Interpolators
• ICML 2025Equivariant Neural Tangent Kernels
• ICLR 2025DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
• CVPR 2025Parameterized Blur Kernel Prior Learning for Local Motion Deblurring
• NeurIPS 2024Efficient Convex Algorithms for Universal Kernel Learning
• ICML 2024Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum
• ICLR 2024Convolutional Deep Kernel Machines
• CVPR 2024Bi-SSC: Geometric-Semantic Bidirectional Fusion for Camera-based 3D Semantic Scene Completion
• NeurIPS 2023CosNet: A Generalized Spectral Kernel Network
• ICML 2023A Kernel Stein Test of Goodness of Fit for Sequential Models
• ICLR 2023A Kernel Perspective of Skip Connections in Convolutional Networks
• CVPR 2023Compacting Binary Neural Networks by Sparse Kernel Selection
• NeurIPS 2026Dynamical Adapter Fusion: Constructing A Global Adapter for Pre-Trained Model-based Class-Incremental Learning
• ICML 2026Even Faster Kernel Matrix Linear Algebra via Density Estimation
• ICLR 2026LaplacianFormer:Rethinking Linear Attention with Laplacian Kernel
• CVPR 2026CryoKRAQEN Kernel-Regularized Annealing for Quantized Embedding Networks in Cryo-EM Heterogeneous

全部算子融合论文

共 38 篇，第 1 / 1 页

1. CVPR 2026Bridging RGB and Hematoxylin Components An Interleaved Guidance and Fusion
2. CVPR 2026CryoKRAQEN Kernel-Regularized Annealing for Quantized Embedding Networks in Cryo-EM Heterogeneous
3. CVPR 2026Decoding 3D Perception via BrainSSD Synergistic Fusion of EEG Representations
4. CVPR 2026DPGF-Net Dual-Prior Guided Fusion Network for Joint Assessment of Perceptual
5. CVPR 2026Enhancing Unregistered Hyperspectral Image Super-Resolution via Unmixing-based Abundance Fusion Learning
6. CVPR 2026Exposing Functional Fusion A New Class of Strategic Backdoor in
7. CVPR 2026GeoSURGE Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings
8. CVPR 2026Hierarchical Point-Patch Fusion with Adaptive Patch Codebook for 3D Shape
9. CVPR 2026Hybrid Robust Collaborative Perception with LiDAR-4D Radar Fusion under Adverse
10. CVPR 2026More Than Meets the Eye A Unified Image Fusion Framework
11. CVPR 2026The Drift Kernel Why Diffusion Models Change Even When Told
12. CVPR 2026TTAPFormer Robust Arbitrary Point Tracking via Transient Asynchronous Fusion of
13. CVPR 2025Deformable Radial Kernel Splatting
14. CVPR 2025Layered Motion Fusion: Lifting Motion Segmentation to 3D in Egocentric Videos
15. CVPR 2025Parameterized Blur Kernel Prior Learning for Local Motion Deblurring
16. CVPR 2025RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion
17. CVPR 2025SGFormer: Satellite-Ground Fusion for 3D Semantic Scene Completion
18. CVPR 2025ShiftwiseConv: Small Convolutional Kernel with Large Kernel Effect
19. CVPR 2025SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion
20. CVPR 2025TacoDepth: Towards Efficient Radar-Camera Depth Estimation with One-stage Fusion
21. CVPR 2025UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion
22. CVPR 2024Bi-SSC: Geometric-Semantic Bidirectional Fusion for Camera-based 3D Semantic Scene Completion
23. CVPR 2024Data-Efficient Multimodal Fusion on a Single GPU
24. CVPR 2024Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion
25. CVPR 2024KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
26. CVPR 2024PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution
27. CVPR 2024Poly Kernel Inception Network for Remote Sensing Detection
28. CVPR 2024Robust Depth Enhancement via Polarization Prompt Fusion Tuning
29. CVPR 2024SecondPose: SE(3)-Consistent Dual-Stream Feature Fusion for Category-Level Pose Estimation
30. CVPR 2024SFOD: Spiking Fusion Object Detector
31. CVPR 2023Compacting Binary Neural Networks by Sparse Kernel Selection
32. CVPR 2023Efficient Multimodal Fusion via Interactive Prompting
33. CVPR 2023Federated Learning With Data-Agnostic Distribution Fusion
34. CVPR 2023K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring
35. CVPR 2023Kernel Aware Resampler
36. CVPR 2023LinK: Linear Kernel for LiDAR-Based 3D Perception
37. CVPR 2023Neural Kernel Surface Reconstruction
38. CVPR 2023Structured Kernel Estimation for Photon-Limited Deconvolution

常见问题

2023–2026 年四大会议一共有多少篇算子融合论文？

共 221 篇，按年份分别是 2023 年 51 篇、2024 年 66 篇、2025 年 56 篇、2026 年 48 篇。

NeurIPS 2026 有多少篇算子融合论文？

NeurIPS 2026 有 14 篇算子融合论文，上一届是 25 篇。

ICLR 2026 有多少篇算子融合论文？

ICLR 2026 有 9 篇算子融合论文，上一届是 8 篇。

ICML 2026 有多少篇算子融合论文？

ICML 2026 有 13 篇算子融合论文，上一届是 14 篇。

CVPR 2026 有多少篇算子融合论文？

CVPR 2026 有 12 篇算子融合论文，上一届是 9 篇。

哪个会议的算子融合论文最多？

NeurIPS，2023–2026 年共 73 篇。