电网优化论文趋势 2023–2026
能源调度
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 151 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 4 | 9 | 5 | 6 | 24 |
| 2024 | 10 | 6 | 8 | 2 | 26 |
| 2025 | 19 | 10 | 8 | 2 | 39 |
| 2026 | 24 | 11 | 17 | 10 | 62 |
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 10 篇，第 1 / 1 页
- NeurIPS 2024Batched Energy-Entropy acquisition for Bayesian Optimization
- NeurIPS 2024Cascade of phase transitions in the training of energy-based models
- NeurIPS 2024Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
- NeurIPS 2024Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA
- NeurIPS 2024Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
- NeurIPS 2024Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
- NeurIPS 2024PowerGraph: A power grid benchmark dataset for graph neural networks
- NeurIPS 2024Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
- NeurIPS 2024Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
- NeurIPS 2024SustainDC: Benchmarking for Sustainable Data Center Control
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 查电网优化在 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": "energy-grid-optimization"}
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。