电网优化论文趋势 2023–2026

主要结论

• 电网优化论文从 2023 年的 24 篇增长到 2026 年的 62 篇，三年间扩大到约 2.6 倍。
• NeurIPS 是发电网优化论文最多的会议，2023–2026 年共 57 篇，占四个会议总量的 38%。
• 交叉方向里涨得最快的是扩散模型：同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 10 篇。
• 在「社会公益」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的公共政策分析是 1.8 倍，电网优化是 2.6 倍。

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

• NeurIPS 2026A Grid Efficient Transport Optimization Model for the Wasserstein Barycenter Problem
• ICML 2026Beyond Buffer Limits: Energy-Based Data Reassembly for Continual Learning
• ICLR 2026Behavior Learning (BL)
• CVPR 2026Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization
• NeurIPS 2025The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization
• ICML 2025Compositional Risk Minimization
• ICLR 2025Learning to Solve Differential Equation Constrained Optimization Problems
• CVPR 2025Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation
• NeurIPS 2024PowerGraph: A power grid benchmark dataset for graph neural networks
• ICML 2024Differentiable Distributionally Robust Optimization Layers
• ICLR 2024Language Model Decoding as Direct Metrics Optimization
• CVPR 2024Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization
• NeurIPS 2023Many-body Approximation for Non-negative Tensors
• ICML 2023A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
• ICLR 2023Actionable Neural Representations: Grid Cells from Minimal Constraints
• CVPR 2023Towards Bridging the Performance Gaps of Joint Energy-Based Models
• NeurIPS 2026A Theory of Spatial Continuous Attractors in Hopfield Energy Landscapes
• ICML 2026Constructing Industrial-Scale Optimization Modeling Benchmark
• ICLR 2026Energy-Regularized Sequential Model Editing on Hyperspheres
• CVPR 2026EnergyAction Unimanual to Bimanual Composition with Energy-Based Models

全部电网优化论文

共 36 篇，第 1 / 1 页

1. ICLR 2026AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models
2. ICLR 2026Behavior Learning (BL)
3. ICLR 2026Data-to-Energy Stochastic Dynamics
4. ICLR 2026Energy-Regularized Sequential Model Editing on Hyperspheres
5. ICLR 2026Free Energy Mixer
6. ICLR 2026Hyper-SET: Designing Transformers via Hyperspherical Energy Minimization
7. ICLR 2026Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme
8. ICLR 2026NRGPT: An Energy-based Alternative for GPT
9. ICLR 2026RankFlow: Property-aware Transport for Protein Optimization
10. ICLR 2026Sign-SGD via Parameter-Free Optimization
11. ICLR 2026Sobolev Gradient Ascent for Optimal Transport: Barycenter Optimization and Convergence Analysis
12. ICLR 2025Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
13. ICLR 2025Data Center Cooling System Optimization Using Offline Reinforcement Learning
14. ICLR 2025Learning to Solve Differential Equation Constrained Optimization Problems
15. ICLR 2025MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
16. ICLR 2025NRGBoost: Energy-Based Generative Boosted Trees
17. ICLR 2025On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
18. ICLR 2025Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
19. ICLR 2025Regularizing Energy among Training Samples for Out-of-Distribution Generalization
20. ICLR 2025Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold
21. ICLR 2025Taming Transformer Without Using Learning Rate Warmup
22. ICLR 2024Generative Sliced MMD Flows with Riesz Kernels
23. ICLR 2024Gradual Optimization Learning for Conformational Energy Minimization
24. ICLR 2024Language Model Decoding as Direct Metrics Optimization
25. ICLR 2024Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood
26. ICLR 2024S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
27. ICLR 2024SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models
28. ICLR 2023Actionable Neural Representations: Grid Cells from Minimal Constraints
29. ICLR 2023DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion
30. ICLR 2023Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints
31. ICLR 2023Gradient-Guided Importance Sampling for Learning Binary Energy-Based Models
32. ICLR 2023Guiding Energy-based Models via Contrastive Latent Variables
33. ICLR 2023Improved Training of Physics-Informed Neural Networks Using Energy-Based Priors: a Study on Electrical Impedance Tomography
34. ICLR 2023Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy
35. ICLR 2023Planning with Sequence Models through Iterative Energy Minimization
36. ICLR 2023Sampling with Mollified Interaction Energy Descent

常见问题

2023–2026 年四大会议一共有多少篇电网优化论文？

共 151 篇，按年份分别是 2023 年 24 篇、2024 年 26 篇、2025 年 39 篇、2026 年 62 篇。

NeurIPS 2026 有多少篇电网优化论文？

NeurIPS 2026 有 24 篇电网优化论文，上一届是 19 篇。

ICLR 2026 有多少篇电网优化论文？

ICLR 2026 有 11 篇电网优化论文，上一届是 10 篇。

ICML 2026 有多少篇电网优化论文？

ICML 2026 有 17 篇电网优化论文，上一届是 8 篇。

CVPR 2026 有多少篇电网优化论文？

CVPR 2026 有 10 篇电网优化论文，上一届是 2 篇。

哪个会议的电网优化论文最多？

NeurIPS，2023–2026 年共 57 篇。