Registration

Opening Remarks

Keynote I: Modifying Deep Learning for Use in Causal Discovery

David Page, Duke University

AI from the Perspective of a School of Data Science

Phil Bourne, University of Virginia

Deep Learning for Code Understanding and Generation: Challenges and Opportunities

Chandan Reddy, Virginia Tech

Machine Learning for Operational SAR Interferometry: Challenges and Opportunities

Manoochehr Shirzaei, Virginia Tech

What’s Under the Clouds: A Deep Inference Framework for Cloud Removal from Multi-sensor Optical Remote Sensing Big Data

Rangaraju Vatsavai, North Carolina State University

Panel Discussion 1

Panel Moderated by Prof. Richard Vuduc, Georgia Institute of Technology.
Panelists : Victor Fung (GATech), Margaret Lentz (DOE), Arjun Shankar (ORNL), Michela Taufer(UTK)

Unlocking the performance potential of GNN.

Xipeng Shen, North Carolina State University

Improving AI through Adversarial Evaluation

Robert Patton, Oak Ridge National Laboratory
Mark Coletti, Oak Ridge National Laboratory

Workshop Report

Guojing Cong, Oak Ridge National Laboratory

Keynote II: Dawn of the Exascale Computing Era

Doug Kothe, Director, Exascale Computing Project and Associate Laboratory Directory, Computing and Computations Sciences Directorate

Registration

Opening Remarks

Bio-social complexity science: The role of AI and computing

Keynote III: Madhav Marathe, University of Virginia

AI for Epidemiology

Aditya Prakash, Georgia Institute of Technology

Knowledge-guided Machine Learning: Advances in An Emerging Field Combining Scientific Knowledge with Machine Learning

Anuj Karpatne, Virginia Tech

Human-Centered AI: Safe, Interpretable, Trustworthy Analytics

Polo Chau, Georgia Institute of Technology

Foundational Artificial Intelligence – Closing the Gap to Human Intelligence

Hairong Qi, University of Tennessee Knoxville

Panel Discussion 2

Panel Moderated by Prof. Yiran Chen, Duke University
Panelists : Alex Jones (U. Pitt), Daniel Limbrick(NCAT), Tinoosh Mohsenin(UMBC), Jian Pei(Duke), Robinson Pino(DOE)

Machine Learning on Graphs

Tyler Derr, Vanderbilt University

Neuromorphic Computing: Algorithms and Applications

Catherine D Schuman, University of Tennessee Knoxville

Harnessing Rare Category Trinity for Complex Networks

Dawei Zhou, Virginia Tech

Vote of Thanks and Next Year