Graph Learning Workshop
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September 16, 2021
Location: McCaw Hall, Arrillaga Alumni Center
| Time | Agenda | Video |
|---|---|---|
| 8:00 AM | Registration & Breakfast | |
| 9:00 AM | Welcome & Overview Jure Leskovec |
Youtube |
| 9:30 AM | PyG 2.0: Advanced Representation Learning on Graphs Matthias Fey, TU Dortmund |
Youtube |
| 10:15 AM | Break | |
| 10:45 AM | Industry Panel: Successful Applications Moderator: Nadia Fawaz, Pinterest Panelists: Andrew Zhai, Pinterest Jaewon Yang, LinkedIn Benedek Rozemberczki, AstraZeneca Hatem Helal, GraphCore |
Youtube |
| 12:00 PM | Lunch | |
| 1:00 PM | Applications to Graphics and Vision Jan Eric Lenssen, TU Dortmund |
Youtube |
| 1:20 PM | Applications to Fraud and Intrusion Detection Rex Ying |
Youtube |
| 1:40 PM | Applications to Financial Networks Jiaxuan You |
Youtube |
| 2:00 PM | Application to Knowledge Graphs Hongyu Ren |
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| 2:20 PM | Applications in Natural Language Processing Antoine Bosselut |
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| 2:40 PM | Applications in Biomedicine Maria Brbic |
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| 3:00 PM | Break | |
| 3:30 PM | GraphGym: Easy-to-use Platform for Graph Learning Jiaxuan You |
Youtube |
| 3:50 PM | Open Graph Benchmark: Large-Scale Challenge Weihua Hu |
Youtube |
| 4:15 PM | Industry Panel: Future of Graph Machine Learning Moderator: Hema Raghavan, LinkedIn Panelists: Kim Branson, GlaxoSmithKline Marinka Zitnik, Harvard University Naren Chittar, JP Morgan Chase Yu Liu, Facebook AI |
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