Date: Friday, December 9, 2022

08:50 - 09:00 am CDT: Opening Remarks

09:00 - 09:45 am CDT: Keynote: Craig Knoblock, Research Professor, Vice Dean of Engineering, USC

09:45 - 10:15 am CDT: Panel discussion: Chung Sheng Li, CK Chow, Nigel Duffy, Yu Liu. Moderator: Eren Kurshan.

10:15 - 10:45 am CDT: Invited speaker: Shameer Khader, Executive Director, Sanofi

10:45 - 11:15 am CDT: Break

11:15 - 11:45 pm CDT: Invited speaker: Benedek Rozemberczki, Research Scientist at Isomorphic Labs

11:45 - 01:00 pm CDT: Oral presentations:

• • • • • • Factor Investing with a Deep Multi-Factor Model

          • Understanding stock market instability via graph auto-encoders

          • Learning on Graphs for Mineral Asset Valuation Under Supply and Demand Uncertainty

          • Graph Q-Learning for Combinatorial Optimization

          • Dual GNNs: Learning Graph Neural Networks with Limited Supervision

01:00 - 01:45 pm CDT: Keynote: Marinka Zitnik, Asst. Prof., Harvard Medical School

01:45 - 02:45 pm CDT: Lunch

02:45 - 03:15 pm CDT: Invited speaker: Yu Liu, Sr. Director, Google

03:15 - 04:00 pm CDT: Keynote: Tucker Balch, Managing Director, J.P. Morgan AI Research

04:00 - 04:30 pm CDT: Break

04:30 - 05:00 pm CDT: Invited speaker: Mohammad Ghassemi, Asst. Prof. MSU, National Service Scholar, NIH

05:00 - 06:00 pm CDT: Poster presentations:

• Improving Protein Subcellular Localization Prediction with Structural Prediction & Graph Neural Networks

• Homological Neural Networks

• Battery GraphNets: Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation

• Dissecting In-the-Wild Stress from Multimodal Sensor Data

• Sample-Specific Contextualized Graphical Models Using Clinical and Molecular Data Reveal Transcriptional Network Heterogeneity Across 7000 Tumors

06:00 - 06:10 pm CDT: Closing remarks