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update images
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@DavidZWZ
DavidZWZ committed Jul 22, 2024
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Expand Up @@ -9,13 +9,12 @@ Pytorch Implementation for CIKM 2024 Full Research Track Paper:
**Investigate the Role of Graph Convolution & Analyze it from BFS (GCN) vs DFS (MF) perspective**
<p align="center">
<img src="Images/Prelim.png" alt="Investigation" width="400">
<br><img src="Images/BFS-DFS.png" alt="BFS vs DFS" width="380"/><br>
The Embedding Discrepancy Issue<br><img src="Images/Trade-off.png" alt="ED" width="450"/>
<img src="Images/BFS-DFS.png" alt="BFS vs DFS" width="380"/><br>
</p>

**Identify the Embedding Discrepancy Issue when further Increase the Depth of Post-Training Graph Convolution Layers**
<p align="center">
<br><img src="Images/Trade-off.png" alt="ED" width="420"/>
<img src="Images/Trade-off.png" alt="ED" width="420"/>
</p>

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