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 13 / 21 页

  1. NeurIPS 2025Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
  2. NeurIPS 2025Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism
  3. NeurIPS 2025Comparing Uniform Price and Discriminatory Multi-Unit Auctions through Regret Minimization
  4. NeurIPS 2025Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
  5. NeurIPS 2025Convergent Functions, Divergent Forms
  6. NeurIPS 2025Convolution Goes Higher-Order: A Biologically Inspired Mechanism Empowers Image Classification
  7. NeurIPS 2025CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design
  8. NeurIPS 2025Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL
  9. NeurIPS 2025DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer
  10. NeurIPS 2025Design-Based Bandits Under Network Interference: Trade-Off Between Regret and Statistical Inference
  11. NeurIPS 2025DuSA: Fast and Accurate Dual-Stage Sparse Attention Mechanism Accelerating Both Training and Inference
  12. NeurIPS 2025Dynamic Masking and Auxiliary Hash Learning for Enhanced Cross-Modal Retrieval
  13. NeurIPS 2025Efficient Bayesian Experiment Design with Equivariant Networks
  14. NeurIPS 2025Emergence of Linear Truth Encodings in Language Models
  15. NeurIPS 2025EngiBench: A Framework for Data-Driven Engineering Design Research
  16. NeurIPS 2025Error Broadcast and Decorrelation as a Potential Artificial and Natural Learning Mechanism
  17. NeurIPS 2025Error Forcing in Recurrent Neural Networks
  18. NeurIPS 2025Exploring the Design Space of Diffusion Bridge Models
  19. NeurIPS 2025Exploring the Translation Mechanism of Large Language Models
  20. NeurIPS 2025Fast attention mechanisms: a tale of parallelism
  21. NeurIPS 2025FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
  22. NeurIPS 2025From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
  23. NeurIPS 2025Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
  24. NeurIPS 2025Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
  25. NeurIPS 2025Geometric Algebra-Enhanced Bayesian Flow Network for RNA Inverse Design
  26. NeurIPS 2025GLID$^2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design
  27. NeurIPS 2025Hadamax Encoding: Elevating Performance in Model-Free Atari
  28. NeurIPS 2025Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
  29. NeurIPS 2025How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
  30. NeurIPS 2025Impartial Selection with Predictions
  31. NeurIPS 2025Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards
  32. NeurIPS 2025Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints
  33. NeurIPS 2025Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty
  34. NeurIPS 2025Incentivizing Truthful Language Models via Peer Elicitation Games
  35. NeurIPS 2025Inference with correlated priors using sisters cells
  36. NeurIPS 2025Infinite-Width Limit of a Single Attention Layer: Analysis via Tensor Programs
  37. NeurIPS 2025Information-Driven Design of Imaging Systems
  38. NeurIPS 2025Is Grokking a Computational Glass Relaxation?
  39. NeurIPS 2025Joint Design of Protein Surface and Backbone Using a Diffusion Bridge Model
  40. NeurIPS 2025Learning-Augmented Facility Location Mechanisms for the Envy Ratio Objective
  41. NeurIPS 2025Limitations of Normalization in Attention
  42. NeurIPS 2025Majority of the Bests: Improving Best-of-N via Bootstrapping
  43. NeurIPS 2025Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space
  44. NeurIPS 2025Mechanism Design for LLM Fine-tuning with Multiple Reward Models
  45. NeurIPS 2025Mechanism Design via the Interim Relaxation
  46. NeurIPS 2025MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks
  47. NeurIPS 2025MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
  48. NeurIPS 2025MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
  49. NeurIPS 2025NAVIX: Scaling MiniGrid Environments with JAX
  50. NeurIPS 2025NegoCollab: A Common Representation Negotiation Approach for Heterogeneous Collaborative Perception

在 Claude、Cursor 里直接问这个趋势

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。

可以直接复制这句话问 AI

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"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

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。

「博弈与规划」下的其他主题