机制设计论文趋势 2023–2026

拍卖与机制

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,037 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

机制设计论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202342343529140
202469256739200
2025108586540271
20261756512858426

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

全部机制设计论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,037 篇，第 10 / 21 页

  1. CVPR 2025LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model
  2. CVPR 2025LSNet: See Large, Focus Small
  3. CVPR 2025MambaIRv2: Attentive State Space Restoration
  4. CVPR 2025MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism
  5. CVPR 2025NADER: Neural Architecture Design via Multi-Agent Collaboration
  6. CVPR 2025OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
  7. CVPR 2025Quantization without Tears
  8. CVPR 2025RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network
  9. CVPR 2025Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation
  10. CVPR 2025Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention
  11. CVPR 2025Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers
  12. CVPR 2025Seeing A 3D World in A Grain of Sand
  13. CVPR 2025SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models
  14. CVPR 2025Spiking Transformer with Spatial-Temporal Attention
  15. CVPR 2025Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly
  16. CVPR 2025VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction
  17. ICLR 2025A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention
  18. ICLR 2025AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning
  19. ICLR 2025Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence
  20. ICLR 2025Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
  21. ICLR 2025Automated Design of Agentic Systems
  22. ICLR 2025Bayesian Experimental Design Via Contrastive Diffusions
  23. ICLR 2025Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks
  24. ICLR 2025BodyGen: Advancing Towards Efficient Embodiment Co-Design
  25. ICLR 2025Charting the Design Space of Neural Graph Representations for Subgraph Matching
  26. ICLR 2025Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
  27. ICLR 2025Concept Bottleneck Language Models For Protein Design
  28. ICLR 2025Data Distillation for extrapolative protein design through exact preference optimization
  29. ICLR 2025DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale
  30. ICLR 2025DICE: Data Influence Cascade in Decentralized Learning
  31. ICLR 2025Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism
  32. ICLR 2025Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
  33. ICLR 2025Efficient Biological Data Acquisition through Inference Set Design
  34. ICLR 2025EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
  35. ICLR 2025Exploring channel distinguishability in local neighborhoods of the model space in quantum neural networks
  36. ICLR 2025Fast Uncovering of Protein Sequence Diversity from Structure
  37. ICLR 2025Flow-based Variational Mutual Information: Fast and Flexible Approximations
  38. ICLR 2025Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models
  39. ICLR 2025FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fields
  40. ICLR 2025Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective
  41. ICLR 2025Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention
  42. ICLR 2025gRNAde: Geometric Deep Learning for 3D RNA inverse design
  43. ICLR 2025Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
  44. ICLR 2025Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning
  45. ICLR 2025IgGM: A Generative Model for Functional Antibody and Nanobody Design
  46. ICLR 2025Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface
  47. ICLR 2025Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis
  48. ICLR 2025LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models
  49. ICLR 2025Learning to engineer protein flexibility
  50. ICLR 2025Look Before You Leap: Universal Emergent Mechanism for Retrieval in Language Models

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用 paperlist 查机制设计在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

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常见问题

2023–2026 年四大会议一共有多少篇机制设计论文？
共 1,037 篇，按年份分别是 2023 年 140 篇、2024 年 200 篇、2025 年 271 篇、2026 年 426 篇。
NeurIPS 2026 有多少篇机制设计论文？
NeurIPS 2026 有 175 篇机制设计论文，上一届是 108 篇。
ICLR 2026 有多少篇机制设计论文？
ICLR 2026 有 65 篇机制设计论文，上一届是 58 篇。
ICML 2026 有多少篇机制设计论文？
ICML 2026 有 128 篇机制设计论文，上一届是 65 篇。
CVPR 2026 有多少篇机制设计论文？
CVPR 2026 有 58 篇机制设计论文，上一届是 40 篇。
哪个会议的机制设计论文最多？
NeurIPS，2023–2026 年共 394 篇。

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