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@DavidZWZ
DavidZWZ committed Jul 22, 2024
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Expand Up @@ -7,9 +7,9 @@ Pytorch Implementation for CIKM 2024 Full Research Track Paper:
## Investigation: Do We Really Need Graph Convolution During Training?
<p align="center">
<img src="Images/Prelim.png" alt="Investigation" width="500"><br>Investigation of Role of Graph Convolution<br>
<img src="Images/BFS-DFS.png" alt="BFS vs DFS" width="450"/><br>BFS (GCN) vs DFS (MF) perspective<br>
<img src="Images/Trade-off.png" alt="ED" width="550"/><br>The Embedding Discrepancy Issue<br>
Investigation of Role of Graph Convolution<br><img src="Images/Prelim.png" alt="Investigation" width="500"><br>
BFS (GCN) vs DFS (MF) perspective<br><img src="Images/BFS-DFS.png" alt="BFS vs DFS" width="450"/><br>
The Embedding Discrepancy Issue<br><img src="Images/Trade-off.png" alt="ED" width="550"/>
</p>

## Solution: Light Post-Training Graph-ODE for Efficient Recommendation.
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