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 4 / 6 页

  1. ICML 2025Procurement Auctions via Approximately Optimal Submodular Optimization
  2. ICML 2025R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models
  3. ICML 2025Reliable Algorithm Selection for Machine Learning-Guided Design
  4. ICML 2025Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism
  5. ICML 2025Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design
  6. ICML 2025Simple Randomized Rounding for Max-Min Eigenvalue Augmentation
  7. ICML 2025Simplifying DINO via Coding Rate Regularization
  8. ICML 2025Step-DAD: Semi-Amortized Policy-Based Bayesian Experimental Design
  9. ICML 2025Stronger Neyman Regret Guarantees for Adaptive Experimental Design
  10. ICML 2025Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism
  11. ICML 2025Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments
  12. ICML 2025When Bad Data Leads to Good Models
  13. ICML 2025You Get What You Give: Reciprocally Fair Federated Learning
  14. NeurIPS 2025A Closer Look at Graph Transformers: Cross-Aggregation and Beyond
  15. NeurIPS 2025A Cramér–von Mises Approach to Incentivizing Truthful Data Sharing
  16. NeurIPS 2025A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design
  17. NeurIPS 2025ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
  18. NeurIPS 2025AlphaFold Database Debiasing for Robust Inverse Folding
  19. NeurIPS 2025Ambient Proteins - Training Diffusion Models on Noisy Structures
  20. NeurIPS 2025Attention Mechanism, Max-Affine Partition, and Universal Approximation
  21. NeurIPS 2025Attention Sinks: A 'Catch, Tag, Release' Mechanism for Embeddings
  22. NeurIPS 2025Bayes optimal learning of attention-indexed models
  23. NeurIPS 2025Beyond Last-Click: An Optimal Mechanism for Ad Attribution
  24. NeurIPS 2025BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints
  25. NeurIPS 2025Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
  26. NeurIPS 2025Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism
  27. NeurIPS 2025Comparing Uniform Price and Discriminatory Multi-Unit Auctions through Regret Minimization
  28. NeurIPS 2025Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
  29. NeurIPS 2025Convergent Functions, Divergent Forms
  30. NeurIPS 2025Convolution Goes Higher-Order: A Biologically Inspired Mechanism Empowers Image Classification
  31. NeurIPS 2025CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design
  32. NeurIPS 2025Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL
  33. NeurIPS 2025DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer
  34. NeurIPS 2025Design-Based Bandits Under Network Interference: Trade-Off Between Regret and Statistical Inference
  35. NeurIPS 2025DuSA: Fast and Accurate Dual-Stage Sparse Attention Mechanism Accelerating Both Training and Inference
  36. NeurIPS 2025Dynamic Masking and Auxiliary Hash Learning for Enhanced Cross-Modal Retrieval
  37. NeurIPS 2025Efficient Bayesian Experiment Design with Equivariant Networks
  38. NeurIPS 2025Emergence of Linear Truth Encodings in Language Models
  39. NeurIPS 2025EngiBench: A Framework for Data-Driven Engineering Design Research
  40. NeurIPS 2025Error Broadcast and Decorrelation as a Potential Artificial and Natural Learning Mechanism
  41. NeurIPS 2025Error Forcing in Recurrent Neural Networks
  42. NeurIPS 2025Exploring the Design Space of Diffusion Bridge Models
  43. NeurIPS 2025Exploring the Translation Mechanism of Large Language Models
  44. NeurIPS 2025Fast attention mechanisms: a tale of parallelism
  45. NeurIPS 2025FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
  46. NeurIPS 2025From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
  47. NeurIPS 2025Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
  48. NeurIPS 2025Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
  49. NeurIPS 2025Geometric Algebra-Enhanced Bayesian Flow Network for RNA Inverse Design
  50. NeurIPS 2025GLID$^2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design

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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"}

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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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