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Graph Neural Networks are Heuristics
颠覆认知：GNN本质是高级启发式算法而非特征学习器，理论推导+实验验证给出新视角
arXiv:2601.13465v4 Announce Type: replace Abstract: Graph neural networks are usually treated as auxiliaries for combinatorial optimization: they imit…
2
Slopper GitHub Action: Fighting AI Slop Contributions on Open Source Projects
用6个启发式信号检测AI生成的垃圾PR，无需API密钥，开源维护神器。
Article URL: https://github.com/malvads/Slopper Comments URL: https://news.ycombinator.com/item?id=48426225 Points: 4 # Comments: 0
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Petri Net Induced Heuristic Search for Resource Constrained Scheduling
将资源约束项目调度问题建模为 Petri Net 可达图搜索，并用 A* 与关键路径启发式高效求解。
arXiv:2605.15983v1 Announce Type: new Abstract: We formulate the Resource-Constrained Project Scheduling Problem (RCPSP) as optimal search over the re…