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 271 篇，第 5 / 6 页

  1. NeurIPS 2025Hadamax Encoding: Elevating Performance in Model-Free Atari
  2. NeurIPS 2025Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
  3. NeurIPS 2025How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
  4. NeurIPS 2025Impartial Selection with Predictions
  5. NeurIPS 2025Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards
  6. NeurIPS 2025Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints
  7. NeurIPS 2025Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty
  8. NeurIPS 2025Incentivizing Truthful Language Models via Peer Elicitation Games
  9. NeurIPS 2025Inference with correlated priors using sisters cells
  10. NeurIPS 2025Infinite-Width Limit of a Single Attention Layer: Analysis via Tensor Programs
  11. NeurIPS 2025Information-Driven Design of Imaging Systems
  12. NeurIPS 2025Is Grokking a Computational Glass Relaxation?
  13. NeurIPS 2025Joint Design of Protein Surface and Backbone Using a Diffusion Bridge Model
  14. NeurIPS 2025Learning-Augmented Facility Location Mechanisms for the Envy Ratio Objective
  15. NeurIPS 2025Limitations of Normalization in Attention
  16. NeurIPS 2025Majority of the Bests: Improving Best-of-N via Bootstrapping
  17. NeurIPS 2025Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space
  18. NeurIPS 2025Mechanism Design for LLM Fine-tuning with Multiple Reward Models
  19. NeurIPS 2025Mechanism Design via the Interim Relaxation
  20. NeurIPS 2025MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks
  21. NeurIPS 2025MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
  22. NeurIPS 2025MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
  23. NeurIPS 2025NAVIX: Scaling MiniGrid Environments with JAX
  24. NeurIPS 2025NegoCollab: A Common Representation Negotiation Approach for Heterogeneous Collaborative Perception
  25. NeurIPS 2025NeuroH-TGL: Neuro-Heterogeneity Guided Temporal Graph Learning Strategy for Brain Disease Diagnosis
  26. NeurIPS 2025No-Regret Online Autobidding Algorithms in First-price Auctions
  27. NeurIPS 2025Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models
  28. NeurIPS 2025On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
  29. NeurIPS 2025Online Experimental Design With Estimation-Regret Trade-off Under Network Interference
  30. NeurIPS 2025Parsimonious Predictions for Strategyproof Scheduling
  31. NeurIPS 2025PaTH Attention: Position Encoding via Accumulating Householder Transformations
  32. NeurIPS 2025Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
  33. NeurIPS 2025Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
  34. NeurIPS 2025Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number
  35. NeurIPS 2025Procurement Auctions with Predictions: Improved Frugality for Facility Location
  36. NeurIPS 2025ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods
  37. NeurIPS 2025Protein Design with Dynamic Protein Vocabulary
  38. NeurIPS 2025Protein Inverse Folding From Structure Feedback
  39. NeurIPS 2025ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
  40. NeurIPS 2025PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture
  41. NeurIPS 2025Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
  42. NeurIPS 2025Repurposing AlphaFold3-like Protein Folding Models for Antibody Sequence and Structure Co-design
  43. NeurIPS 2025Reverse-Annealed Sequential Monte Carlo for Efficient Bayesian Optimal Experiment Design
  44. NeurIPS 2025RiboFlow: Conditional De Novo RNA Co-Design via Synergistic Flow Matching
  45. NeurIPS 2025Rope to Nope and Back Again: A New Hybrid Attention Strategy
  46. NeurIPS 2025SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism
  47. NeurIPS 2025Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
  48. NeurIPS 2025Scalable Neural Incentive Design with Parameterized Mean-Field Approximation
  49. NeurIPS 2025ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection
  50. NeurIPS 2025Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents

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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。

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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？

AI 会调用的工具：get_topic_stats {"topic": "negotiation-and-mechanism"}

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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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