| Time | Event | Place |
|---|---|---|
| 8:00 a.m. | Registration and Light Continental Breakfast | Bldg. 5200, 2nd Floor Lobby |
| 8:45 a.m. | Opening Remarks by Tom Potok, ORNL | Bldg. 5200, Room TN A & B |
| 9:15 a.m | Keynote: Nathan Kutz, University of Washington (UW) Coordinates, governing equations and limits of physics discovery | Bldg. 5200, Room TN A & B |
| 10:00 a.m. | Break | Bldg. 5200 |
| ARCHITECTURE | ||
| 10:15 a.m. | Xipeng Sheng, North Carolina State University (NCSU) Reciprocity of AI and HPC: A Programming System Perspective | Bldg. 5200, Room TN A & B |
| 10:45 a.m. | Robert Patton, Oak Ridge National Laboratory (ORNL) Mobility in the 21st Century | Bldg. 5200, Room TN A & B |
| 11:15 a.m. | Catherine Schuman, Oak Ridge National Laboratory (ORNL) Neuromorphic Computing and Neural Hardware: Custom Hardware for AI | Bldg. 5200, Room TN A & B |
| 11:45 a.m. | Working Lunch – Prof. Yiran Chen, Duke University leads the panel discussion on Top Issues of AI/ML on Architecture, Applications, NLP, Humans, and AI Methods | Bldg. 5200, Room TN C |
| Scientific and Social Applications | ||
| 1:00 p.m. | Hairong Qi, University of Tennessee, Knoxville (UTK) Unsupervised Learning for Hyperspectral Super Resolution | Bldg. 5200, Room TN A & B |
| 1:30 p.m. | Chandan Reddy, Virginia Tech (VT) Question Answering in Healthcare: Challenges and Opportunities | Bldg. 5200, Room TN A & B |
| 2:00 p.m. | Raju Vatsavai, North Carolina State University (NCSU) GeoAI: Geospatial AI for Social Good | Bldg. 5200, Room TN A & B |
| 2:30 p.m. | Break | Bldg. 5200 |
| Humans and AI | ||
| 3:00 p.m. | Jon Doyle, North Carolina State University (NCSU) Reason, Reaction, and Reflection in Deliberation, Action, and Interaction | Bldg. 5200, Room TN A & B |
| 3:30 p.m. | Chris North, Virginia Tech (VT) Interactive AI: How Humans and AI Can Collaborate in Data Analytics | Bldg. 5200, Room TN A & B |
| Kaleidoscope1 | ||
| 4:00 p.m. | Vicente Ordonez-Roman, University of Virginia (UVa) Building Fair and Robust Representations for Vision and Language | Bldg. 5200, Room TN A & B |
| 4:30 p.m. | James Plank, University of Tennessee, Knoxville (UTK) The TENNLab Exploratory Neuromorphic Computing Framework | Bldg. 5200, Room TN A & B |
| 5:00 p.m. | Adjourn for the day | |
| 6:00 - 8:30 p.m. | Dinner for Invited Guests - Sponsored by Duke | DoubleTree Hotel Oak Ridge |
| Time | Event | Place |
|---|---|---|
| 8:00 a.m. | Registration and Light Continental Breakfast | Bldg. 5200, 2nd Floor Lobby |
| 9:00 a.m. | Keynote: Lawrence Carin, Duke University On the Understanding of Recurrent Neural Networks | Bldg. 5200, Room TN A & B |
| 10:00 a.m. | Break | Bldg. 5200 |
| METHODS | ||
| 10:15 a.m. | Anuj Karpatne, Virginia Tech (VT) Theory-guided Data Science: How Can Machine Learning and Physical Knowledge Come Together to Accelerate Scientific Discovery | Bldg. 5200, Room TN A & B |
| 10:45 a.m. | Haesun Park, Georgia Institute of Technology (GATech) Semi-supervised Multi-view Clustering of Hypergraphs | Bldg. 5200, Room TN A & B |
| 11:15 a.m. | Le Song, Georgia Institute of Technology (GATech) Can Graph Neural Networks Help Logic Reasoning | Bldg. 5200, Room TN A & B |
| 11:45 a.m. | Break | Bldg. 5200, Room TN A & B |
| INFORMATION and NLP | ||
| 12:00 p.m. | Working Lunch – Yangfeng Ji, University of Virginia (UVa) Building Robust and Interpretable Neural Models for Natural Language Understanding | Bldg. 5200, Room TN A & B |
| 12:30 p.m. | Vahid Tarokh, Duke University Fisher Inspired Approach to Representation, Modeling, Inference, and Prediction | Bldg. 5200, Room TN A & B |
| Kaleidoscope2 | ||
| 1:00 p.m. | Nageswar Rao, Oak Ridge National Laboratory Machine Learning for Science Scenario: Limits and Solutions | Bldg. 5200, Room TN A & B |
| 1:30 p.m. | Dave Womble, Oak Ridge National Laboratory (ORNL) An Overview of the AI Initiative and the AI Strategy at ORNL | Bldg. 5200, Room TN A & B |
| 2:00 p.m. | Closing Remarks by Tom Potok | Bldg. 5200, Room TN A & B |
| 2:30 p.m. | Adjourn |