Blue grey 3D rendering of the letters "AI" over a blue AI Connection Hub: Abstract Neural Network Data Flow and faded Computer motherboard with CPU.

2026 AI and Data Science
Symposium at UB: Physical AI 

September 24-25, 2026

Grounding Intelligence and Autonomy in the Built and Natural World

AI's next frontier isn't just smarter models, it's AI that senses, adapts and acts in the physical world: in hospitals and clinics, across landscapes and through the networks that keep our infrastructure running. This year's symposium brings together AI researchers and domain experts across five tracks— Health Care and Medicine; Geography, Archaeology and Remote Sensing; Physical Networks and Critical Infrastructure; Bridging the Gap Between AI Experts and Domain Experts; and Education and Training— to explore how embodied, responsible AI can realize AI for good.

Keynote Speaker

Peter Stone, UTAustin.

Peter Stone of UT Austin, Chief Scientist of Sony AI and a leading voice on building AI agents that adapt, interact and act, considers embodiment "essential" to intelligent systems. 

Talks

Health Care and Medicine

Rodrigo Gameiro, Harvard.

Rodrigo Gameiro

Harvard

Nathalia Andrade.

Nathalia Andrade

University at Buffalo

Patrick Seastedt.

Kenneth Seastedt

University at Buffalo

Geography, Archaeology and Remote Sensing

Maurizio Forte.

Maurisio Forte

Duke

Physical Networks and Critical Infrastructure

Yulia Gel.

Yulia Gel

Virginia Tech

Ali Alipour stands smiling with folded arms wearing a suit.

Seyyedali Hosseinalipour

University at Buffalo

Peter Stone, UTAustin.

Souma Chowdhury

University at Buffalo

Education and Training

Tammy Kwan, Princeton.

Tammy Kwan

 Princeton 

Agenda

Jump to: Thursday,  Friday

Thursday, September 24

Time Session Type Title Speaker
8:30 - 9:00 AM Breakfast Continental Breakfast & Networking  
Health Care and Medical
9:00 AM - 9:30 AM Talk   Rodrigo Gameiro,  Harvard
9:30 AM - 10:00 AM Talk From Innovation to Integration:
AI and Emerging Technologies in Dentistry
Nathalia Andrade, UB
10:00 AM - 10:30 AM Talk AI-Enabled Risk Prediction in Lung Cancer Surgery: From Multimodal Models to Clinical Translation Kenneth Seastedt, UB
10:30 - 10:45 AM Coffee Break Refreshments & Networking  
       
Geography, Archaeology and Remote Sensing
10:45 - 11:15 AM Talk The Past Did not Happen Once:
Agentic AI and the Potential Past
Maurisio Forte, Duke
11:15 - 11:45 AM Talk Title TBD Speaker TBD
11:45 AM - 12:15 PM Talk Title TBD Speaker TBD
12:15 - 1:15 PM Lunch Lunch & Networking  
       
Keynote Speaker
1:15 - 2:15 PM Keynote From *How* to Learn to *What* to Learn
in Multiagent Systems and Robotics
Peter Stone, UT Austin
       
Physical Networks & Critical Infrastructure
2:15 - 2:45 PM Talk Topology-Driven Diffusion for Adverse Spatio-Temporal Event Surveillance Yulia Gel, VT
2:45 - 3:15 PM Talk Federated Foundation Models over Resource-Constrained Networks Seyyedali Hosseinalipour, UB
3:15 - 3:45 PM Talk Learning over Graphs: Towards Restoring Critical Infrastructure Networks and Managing Robot Teams Souma Chowdhury, UB
3:45 - 4:00 PM Coffee Break Refreshments & Networking  
       
4:00 - 5:30 PM  Interaction Session Bridging the Gap between AI experts and Domain experts  
5:30 - 6:00 PM Networking Closing Networking Reception  

Friday, September 25

Time Session Type Title Speaker
8:30 AM - 9:00 AM Breakfast Continental Breakfast & Networking  
Education and Training
9:00 AM - 9:30 AM Talk Title TBD Tammy Kwan, Princeton
9:30 AM - 10:00 AM Talk Title TBD Speaker TBD
10:00 AM - 10:30 AM Talk Title TBD Ranga/Karthik, UB
10:30 - 10:45 AM Coffee Break Refreshments & Networking  
11:45 AM - 12:45 PM Panel Session Panel Discussion  
12:45 - 1:30 PM Lunch Closing Lunch & Networking  

Organizing Committee

General Chair

Program Committee Chairs

A portrait of Siwei Lyu, a media forensics expert with the department of computer science and engineering, taken in Davis Hall in November 2023. \r\rPhotographer: Douglas Levere.

Siwei Lyu

Director, IAD

A portrait of Siwei Lyu, a media forensics expert with the department of computer science and engineering, taken in Davis Hall in November 2023. \r\rPhotographer: Douglas Levere.

Karthik Dantu

Founding Director, Center for Embodied Autonomy and Robotics

A portrait of Siwei Lyu, a media forensics expert with the department of computer science and engineering, taken in Davis Hall in November 2023. \r\rPhotographer: Douglas Levere.

Souma Chowdhury

Co-Director, Center for Embodied Autonomy and Robotics

Portrait of Srirangaraj Setlur.

Ranga Setlur

Associate Directory (Community Engagement), IAD