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 426 篇，第 5 / 9 页

  1. ICML 2026Nonlinear Covariate Balance in Experimental Design
  2. ICML 2026On Structured State-Space Duality
  3. ICML 2026On the Coordination of Value-Maximizing Bidders
  4. ICML 2026Online Bayesian Experimental Design for Partially Observed Dynamical Systems
  5. ICML 2026Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided LLM Evolution
  6. ICML 2026Overcoming the Incentive Collapse Paradox
  7. ICML 2026PACE: Parameter Change for Unsupervised Environment Design
  8. ICML 2026PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs
  9. ICML 2026PDFBench: A Benchmark for De Novo Protein Design from Function
  10. ICML 2026Practical Mechanism for Fault-Tolerant Spiking Neural Networks via Simple Input Control Based on Learnable Fragmentation
  11. ICML 2026Principled SVD-based Delta Compression via Quantization Error Minimization
  12. ICML 2026ProtDBench: A Unified Benchmark of Protein Binder Design and Evaluation
  13. ICML 2026Prototype Transformer: Towards Language Model Architectures Interpretable by Design
  14. ICML 2026Provably Data-driven Lagrangian Relaxation for Mixed Integer Linear Programming
  15. ICML 2026Pruning at Initialisation through the lens of Graphon Limit: Convergence, Expressivity, and Generalisation
  16. ICML 2026RAT+: Train Dense, Infer Sparse - Recurrence Augmented Attention for Dilated Inference
  17. ICML 2026ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters
  18. ICML 2026Resting Neurons, Active Insights: Robustifying Activation Sparsity in LLMs via Spontaneity
  19. ICML 2026Rethinking Gating Mechanism in Sparse MoE: Handling Arbitrary Modality Inputs with Confidence-Guided Gate
  20. ICML 2026Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution
  21. ICML 2026Revenue Guarantees of No-Swap-Regret Dynamics in First Price Auctions
  22. ICML 2026Risk-Averse and Optimistic Advertiser Incentive Compatibility in Auto-bidding
  23. ICML 2026Robust Sequential Experimental Design for A/B Testing
  24. ICML 2026RTInfer: Real-Time Inference of Multiple DNNs on Edge GPUs
  25. ICML 2026RulePlanner: All-in-One Reinforcement Learner for Unifying Design Rules in 3D Floorplanning
  26. ICML 2026Selling Data as a Digital Good with Scaling Valuations
  27. ICML 2026SiameseNorm: Breaking the Barrier to Reconciling Pre/Post-Norm
  28. ICML 2026SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity
  29. ICML 2026Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models
  30. ICML 2026Sparser Block-Sparse Attention via Token Permutation
  31. ICML 2026Spherical SO(3) Equivariant Local Attention
  32. ICML 2026SpikeNet: Sparse Spike-Driven Mask Vector Transformer for Energy-Efficient and Stable Spiking Point Cloud Processing
  33. ICML 2026Stability-Aware Feature Design for Robust Watermark Detection in Machine-Generated Text
  34. ICML 2026Steering Large Language Models through the DMTA Cycle: Structure-Based Drug Design via Knowledge-Driven Bi-Level Thompson Sampling
  35. ICML 2026Stop Training for the Worst: Progressive Unmasking Accelerates Masked Diffusion Training
  36. ICML 2026SwitchCraft: A Programmatic Framework for Designing State-Switching Proteins
  37. ICML 2026Test-Time Training with KV Binding Is Secretly Linear Attention
  38. ICML 2026The Geometric Origin of Grokking: Accelerating Generalization via Active Structural Reorganization
  39. ICML 2026The Role of Target Update Frequencies in Q-Learning
  40. ICML 2026Towards Docking-oriented De Novo Ligand Design via Gradient Inversion
  41. ICML 2026Towards Understanding Massive Activations in Attention Sink Mechanism
  42. ICML 2026TRACE: Trajectory Recovery for Continuous Mechanism Evolution in Causal Representation Learning
  43. ICML 2026Tractable Expected Information Gains for Exponential Family Posteriors
  44. ICML 2026Transformers with RL or SFT Provably Learn Sparse Boolean Functions, But Differently
  45. ICML 2026Tucker Attention: A generalization of approximate attention mechanisms
  46. ICML 2026Universal Approximation with Softmax Attention
  47. ICML 2026Universal Representation of Generalized Convex Functions and their Gradients
  48. ICML 2026Unveiling the Role of Data Uncertainty in Tabular Deep Learning
  49. ICML 2026Welfare-Optimal Classification with Accuracy Auctions
  50. ICML 2026WildCat: Near-Linear Attention in Theory and Practice

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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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