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 394 篇，第 5 / 8 页

  1. NeurIPS 2025EngiBench: A Framework for Data-Driven Engineering Design Research
  2. NeurIPS 2025Error Broadcast and Decorrelation as a Potential Artificial and Natural Learning Mechanism
  3. NeurIPS 2025Error Forcing in Recurrent Neural Networks
  4. NeurIPS 2025Exploring the Design Space of Diffusion Bridge Models
  5. NeurIPS 2025Exploring the Translation Mechanism of Large Language Models
  6. NeurIPS 2025Fast attention mechanisms: a tale of parallelism
  7. NeurIPS 2025FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
  8. NeurIPS 2025From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
  9. NeurIPS 2025Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
  10. NeurIPS 2025Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
  11. NeurIPS 2025Geometric Algebra-Enhanced Bayesian Flow Network for RNA Inverse Design
  12. NeurIPS 2025GLID$^2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design
  13. NeurIPS 2025Hadamax Encoding: Elevating Performance in Model-Free Atari
  14. NeurIPS 2025Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
  15. NeurIPS 2025How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
  16. NeurIPS 2025Impartial Selection with Predictions
  17. NeurIPS 2025Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards
  18. NeurIPS 2025Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints
  19. NeurIPS 2025Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty
  20. NeurIPS 2025Incentivizing Truthful Language Models via Peer Elicitation Games
  21. NeurIPS 2025Inference with correlated priors using sisters cells
  22. NeurIPS 2025Infinite-Width Limit of a Single Attention Layer: Analysis via Tensor Programs
  23. NeurIPS 2025Information-Driven Design of Imaging Systems
  24. NeurIPS 2025Is Grokking a Computational Glass Relaxation?
  25. NeurIPS 2025Joint Design of Protein Surface and Backbone Using a Diffusion Bridge Model
  26. NeurIPS 2025Learning-Augmented Facility Location Mechanisms for the Envy Ratio Objective
  27. NeurIPS 2025Limitations of Normalization in Attention
  28. NeurIPS 2025Majority of the Bests: Improving Best-of-N via Bootstrapping
  29. NeurIPS 2025Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space
  30. NeurIPS 2025Mechanism Design for LLM Fine-tuning with Multiple Reward Models
  31. NeurIPS 2025Mechanism Design via the Interim Relaxation
  32. NeurIPS 2025MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks
  33. NeurIPS 2025MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
  34. NeurIPS 2025MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
  35. NeurIPS 2025NAVIX: Scaling MiniGrid Environments with JAX
  36. NeurIPS 2025NegoCollab: A Common Representation Negotiation Approach for Heterogeneous Collaborative Perception
  37. NeurIPS 2025NeuroH-TGL: Neuro-Heterogeneity Guided Temporal Graph Learning Strategy for Brain Disease Diagnosis
  38. NeurIPS 2025No-Regret Online Autobidding Algorithms in First-price Auctions
  39. NeurIPS 2025Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models
  40. NeurIPS 2025On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
  41. NeurIPS 2025Online Experimental Design With Estimation-Regret Trade-off Under Network Interference
  42. NeurIPS 2025Parsimonious Predictions for Strategyproof Scheduling
  43. NeurIPS 2025PaTH Attention: Position Encoding via Accumulating Householder Transformations
  44. NeurIPS 2025Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
  45. NeurIPS 2025Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
  46. NeurIPS 2025Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number
  47. NeurIPS 2025Procurement Auctions with Predictions: Improved Frugality for Facility Location
  48. NeurIPS 2025ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods
  49. NeurIPS 2025Protein Design with Dynamic Protein Vocabulary
  50. NeurIPS 2025Protein Inverse Folding From Structure Feedback

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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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