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Workshop paper about graphrnn HOT 3 OPEN

orausch avatar orausch commented on August 18, 2024
Workshop paper

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Comments (3)

kyduff avatar kyduff commented on August 18, 2024

Domains of interest:

  1. Social sciences (community/economy/sociological graphs) (sociology, anthropology, economics (trade graphs, globalization metrics), politics (polarization))
  2. Medicine & biosciences & neuroscience
  3. Logistics & road networks
  4. Systems design and component diagrams
  5. ASTs & compilers (LLVM IR DFG e.g.)
  6. Grid resilience & robustness

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orausch avatar orausch commented on August 18, 2024

On metrics for grid resilience: https://gridarchitecture.pnnl.gov/media/advanced/Electric_Grid_Resilience_and_Reliability.pdf

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orausch avatar orausch commented on August 18, 2024

New Problem Setting:
Given nodes (e.g. Cities) solve a task that connects the nodes (e.g. designing road networks)
Incorporate quality metrics (resilience, etc.) into the loss and get the RNN to "design your road network"

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