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 14 / 21 页

  1. NeurIPS 2025NeuroH-TGL: Neuro-Heterogeneity Guided Temporal Graph Learning Strategy for Brain Disease Diagnosis
  2. NeurIPS 2025No-Regret Online Autobidding Algorithms in First-price Auctions
  3. NeurIPS 2025Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models
  4. NeurIPS 2025On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
  5. NeurIPS 2025Online Experimental Design With Estimation-Regret Trade-off Under Network Interference
  6. NeurIPS 2025Parsimonious Predictions for Strategyproof Scheduling
  7. NeurIPS 2025PaTH Attention: Position Encoding via Accumulating Householder Transformations
  8. NeurIPS 2025Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
  9. NeurIPS 2025Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
  10. NeurIPS 2025Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number
  11. NeurIPS 2025Procurement Auctions with Predictions: Improved Frugality for Facility Location
  12. NeurIPS 2025ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods
  13. NeurIPS 2025Protein Design with Dynamic Protein Vocabulary
  14. NeurIPS 2025Protein Inverse Folding From Structure Feedback
  15. NeurIPS 2025ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
  16. NeurIPS 2025PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture
  17. NeurIPS 2025Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
  18. NeurIPS 2025Repurposing AlphaFold3-like Protein Folding Models for Antibody Sequence and Structure Co-design
  19. NeurIPS 2025Reverse-Annealed Sequential Monte Carlo for Efficient Bayesian Optimal Experiment Design
  20. NeurIPS 2025RiboFlow: Conditional De Novo RNA Co-Design via Synergistic Flow Matching
  21. NeurIPS 2025Rope to Nope and Back Again: A New Hybrid Attention Strategy
  22. NeurIPS 2025SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism
  23. NeurIPS 2025Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
  24. NeurIPS 2025Scalable Neural Incentive Design with Parameterized Mean-Field Approximation
  25. NeurIPS 2025ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection
  26. NeurIPS 2025Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents
  27. NeurIPS 2025Smooth Quadratic Prediction Markets
  28. NeurIPS 2025SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era.
  29. NeurIPS 2025Social World Model-Augmented Mechanism Design Policy Learning
  30. NeurIPS 2025Spark Transformer: Reactivating Sparsity in Transformer FFN and Attention
  31. NeurIPS 2025Spectral Analysis of Diffusion Models with Application to Schedule Design
  32. NeurIPS 2025Spectral Conditioning of Attention Improves Transformer Performance
  33. NeurIPS 2025Stochastic Principal-Agent Problems: Computing and Learning Optimal History-Dependent Policies
  34. NeurIPS 2025Stochastically Dominant Peer Prediction
  35. NeurIPS 2025Strassen Attention, Split VC Dimension and Compositionality in Transformers
  36. NeurIPS 2025Strategyproof Reinforcement Learning from Human Feedback
  37. NeurIPS 2025Tensor Product Attention Is All You Need
  38. NeurIPS 2025TF-MAS: Training-free Mamba2 Architecture Search
  39. NeurIPS 2025ToolRL: Reward is All Tool Learning Needs
  40. NeurIPS 2025Towards a Golden Classifier-Free Guidance Path via Foresight Fixed Point Iterations
  41. NeurIPS 2025Towards Reliable and Holistic Visual In-Context Learning Prompt Selection
  42. NeurIPS 2025Towards Understanding the Mechanisms of Classifier-Free Guidance
  43. NeurIPS 2025Truthful Aggregation of LLMs with an Application to Online Advertising
  44. NeurIPS 2025Unifying and Enhancing Graph Transformers via a Hierarchical Mask Framework
  45. NeurIPS 2025VeriLoC: Line-of-Code Level Prediction of Hardware Design Quality from Verilog Code
  46. NeurIPS 2025What are you sinking? A geometric approach on attention sink
  47. NeurIPS 2025Where and How to Perturb: On the Design of Perturbation Guidance in Diffusion and Flow Models
  48. CVPR 2024Adapters Strike Back
  49. CVPR 2024Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft
  50. CVPR 2024Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers

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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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