Source identification

[Oates9895]

Flow Estimation

• ICLR 22 Combining Physics and Machine Learning for Network Flow Estimation | OpenReview
  – new problem: flow estimation
• KDD 19 Graph-based semi-supervised & active learning for edge flows
• FlowX: Towards Explainable Graph Neural Networks via Message Flows | OpenReview

Generative Network Flows

• Generative Flow Networks - Yoshua Bengio
• Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation
  – good to know, but different task: generate graph given sequence

Dynamic network flow

• Maximum flow problem on dynamic generative network flows with time-varying bounds - ScienceDirect

Optimal Flow

• A Gentle Introduction to Power Flow · Invenia Blog

Normalizing flow

• https://mp.weixin.qq.com/s/oUQuHvy0lYco4HsocqvH3Q
• Normalizing Flows: An Introduction and Review of Current Methods | IEEE Journals & Magazine | IEEE Xplore

To organize

• Approximate Identification of the Optimal Epidemic Source in Complex Networks | SpringerLink