Stanford Graph Learning Workshop

https://snap.stanford.edu/graphlearning-workshop/

08:00 - 09:00   Registration & Breakfast

09:00 - 09:30   Jure Leskovec, Stanford -- Welcome and Overview of Graph Representation Learning

09:30 - 10:15   Matthias Fey, TU Dortmund -- PyG 2.0: Advanced Representation Learning on Graphs

10:15 - 10:45   Break

10:45 - 12:00   Industry panel

• Andrew Zhai, Pinterest

• Jaewon Yang, LinkedIn

• Benedek Rozemberczki, AstraZeneca

• Hatem Helal, Graphcore

• Nadia Fawaz, Pinterest (moderator)

12:00 - 13:00   Lunch

13:00 - 13:20   Jan Eric Lenssen, TU Dortmund -- Applications to Graphics and Vision

13:20 - 13:40   Rex Ying, Stanford -- Applications to Fraud and Intrusion Detection

13:40 - 14:00   Jiaxuan You, Stanford -- Applications to Financial Networks

14:00 - 14:20   Hongyu Ren, Stanford -- Application to Knowledge Graphs

14:20 - 14:40   Antoine Bosselut, Stanford -- Applications in Natural Language Processing

14:40 - 15:00   Maria Brbic, Stanford -- Applications in Biomedicine

15:00 - 15:30   Break

15:30 - 15:50   Jiaxuan You, Stanford -- GraphGym: Easy-to-use API for Graph Learning

15:50 - 16:10   Weihua Hu, Stanford -- Open Graph Benchmark: Large-Scale Challenge

16:15 - 17:00   Industry panel

• Kim Branson, GlaxoSmithKline

• Marinka Zitnik, Harvard University

• Naren Chittar, JP Morgan Chase

• Yu Liu, Facebook AI

• Hema Raghavan, LinkedIn (moderator)

17:00   Concluding remarks