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 295 篇，第 1 / 6 页

  1. ICML 2026$\texttt{ShaplEIG}$: Bayesian Experimental Design for Shapley Value Estimation
  2. ICML 2026$A_2$DEPT: Large Language Model–Driven Automated Algorithm Design via Evolutionary Program Trees
  3. ICML 2026A General Neural Backbone for Mixed-Integer Linear Optimization via Dual Attention
  4. ICML 2026A Unified Sparse Attention via Multi-Granularity Compression
  5. ICML 2026Activation with Intrinsic-Extrinsic Consensus
  6. ICML 2026Adaptive Querying with AI Persona Priors
  7. ICML 2026Affine-Scaled Attention: Towards Flexible and Stable Transformer Attention
  8. ICML 2026AgentExpt: Automating AI Experiment Design with LLM-based Resource Retrieval Agent
  9. ICML 2026Allocating Variance to Maximize Expectation
  10. ICML 2026Anatomy of Massive Activations and Attention Sinks
  11. ICML 2026Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy
  12. ICML 2026Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse
  13. ICML 2026Autobidding Auctions with LLM-Powered Creatives
  14. ICML 2026Axiomatic Atlas: A Prescriptive Framework for Neural Architecture Design
  15. ICML 2026Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective
  16. ICML 2026Breaking the Echo Chamber: A Dynamic Ensemble Pruning Perspective on MoE
  17. ICML 2026Brep2Shape: Boundary and Shape Representation Alignment via Self-supervised Transformers
  18. ICML 2026Budget-Feasible Mechanisms for Submodular Welfare Maximization in Procurement Auctions
  19. ICML 2026CAMP: Coherent Alignment of Multimodal Prototypes for Explainable Complementary Learning
  20. ICML 2026Chain-of-Thought Gradient Descent
  21. ICML 2026Co-Generative De Novo Functional Protein Design
  22. ICML 2026Constrained Bayesian Experimental Design via Online Planning
  23. ICML 2026Contrastive Geometric Learning Unlocks Unified Structure- and Ligand-Based Drug Design
  24. ICML 2026Decoupling The "What" and "Where" With Polar Coordinate Positional Embedding
  25. ICML 2026Deep Incentive Design with Differentiable Equilibrium Blocks
  26. ICML 2026Demystifying Action Space Design for Robotic Manipulation Policies
  27. ICML 2026Demystifying Multimodal Biomolecular Co-design With Intrinsic Geodesic Coupling
  28. ICML 2026Design Linear Constrained Neural Layers with Implicit Convex Optimization
  29. ICML 2026Design-Based Anytime-Valid Inference for Randomized Experiments with Delayed Outcomes and Staggered Entry
  30. ICML 2026Designing Observation and Action Models for Efficient Reinforcement Learning with LLMs
  31. ICML 2026Dissecting Causal Mechanism Shifts via FANS: Function And Noise Separation
  32. ICML 2026Dissecting Multimodal In-Context Learning: Modality Asymmetries and Circuit Dynamics in modern Transformers
  33. ICML 2026Diving into Kronecker Adapters: Component Design Matters
  34. ICML 2026Dreaming in Code for Curriculum Learning in Open-Ended Worlds
  35. ICML 2026Dual Mechanisms of Value Expression: Intrinsic vs. Prompted Values in Large Language Models
  36. ICML 2026Dynamic Relational Priming Improves Transformer in Multivariate Time Series
  37. ICML 2026ECo-MoE: Embodiment-Conditioned Mixture of Experts Increases the Evolvability of Robots
  38. ICML 2026Enhancing Affine Maximizer Auctions with Correlation-Aware Payment
  39. ICML 2026EpiCoCo: De Novo Epitope Generation via MHC-Context Co-Modeling and Contrastive Affinity Guidance
  40. ICML 2026Equivalence of Context and Parameter Updates in Modern Transformer Blocks
  41. ICML 2026EvoEGF-Mol: Evolving Exponential Geodesic Flow for Structure-based Drug Design
  42. ICML 2026Evolution of Benchmark: Black-Box Optimization Benchmark Design through Large Language Model
  43. ICML 2026Few-Shot Design Optimization by Exploiting Auxiliary Information
  44. ICML 2026FiX: Introducing Fine-grained Forget Gate into Softmax Attention
  45. ICML 2026FlashSketch: Sketch-Kernel Co-Design for Fast Sparse Sketching on GPUs
  46. ICML 2026Flexibility-Aware Geometric Latent Diffusion for Full-Atom Peptide Design
  47. ICML 2026Focus and Dilution: The Multi-stage Learning Process of Attention
  48. ICML 2026From Evaluation to Design: Using Potential Energy Surface Smoothness Metrics to Guide ML Interatomic Potential Architectures
  49. ICML 2026From Holo Pockets to Electron Density: GPT-style Drug Design with Density
  50. ICML 2026From Lyapunov Analysis to Algorithm Design in two-sided PL Minimax Optimization

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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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