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COMP9312
23T2
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Course Outline
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Course Work
Lectures
Tutorials
Assignment and Project
Exams
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Timetable
Staff
Dong Wen
Lecturer
Yiheng Hu
Course Admin
Kaiyu Chen
Tutor
Simon Qing Sima
Tutor
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Resources
Lectures
Lectures
Week 1
28/05/2023 - 03/06/2023
[Topic 0] Introduction
[Topic 0] code
Week 2
04/06/2023 - 10/06/2023
[Topic 1.1] Graph Traversal
[Topic 1.1] code
Week 3
11/06/2023 - 17/06/2023
There are no resources under this heading.
Week 4
18/06/2023 - 24/06/2023
[Topic 1.2] Graph Traversal
[Topic 1.2] code
Week 5
25/06/2023 - 01/07/2023
[Topic 2.1] Reachability
[Topic 2.2] Shortest Path
Week 7
09/07/2023 - 15/07/2023
[Topic 3.1] Subgraph Matching
[Topic 3.2] Cohesive Subgraph
[Topic 3.1] code
Week 8
16/07/2023 - 22/07/2023
[Topic 4] Distributed Graph processing
[Topic 5] Machine Learning Basics
Week 9
23/07/2023 - 29/07/2023
[Topic 6] Node Feature Engineering
[Topic 7.1] Graph Neural Networks
Week 10
30/07/2023 - 05/08/2023
[Topic 7.2] Graph Neural Networks (cont.)
[Guest Lecture] Applications of Graph Neural Networks
[Topic 8] Shallow Node Embedding (Optional)
[Topic 9] Graph Database
Final Review
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