[Refactor][Example] Refactor `examples/pytorch/graphsage/advanced`
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Description
## 🔨Work Item
- [x] Refactor `examples/pytorch/graphsage/advanced/train_sampling_unsupervised.py` to follow the latest dataloader interface and move it to `examples/pytorch/multigpu/multi_gpu_link_prediction.py`.
- [x] Remove `examples/pytorch/graphsage/advanced/pure_gpu_node_classification.py` because it's covered by `examples/pytorch/graphsage/node_classification.py`.
- [ ] Move `examples/pytorch/graphsage/advanced/train_lightning_unsupervised.py` to `examples/pytorch/graphsage/lightning`. Finally remove the `examples/pytorch/graphsage/advanced/` directory.
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