Technical Program

Paper Search
Program Booklet
Sunday, October 25
Sun 15:00 - 17:00
Student Paper Contest
Merrill Hall
Sun 17:15 - 17:30
Welcome Message from Chairs
Scrips/Seascape
Sun 17:30 - 18:30
Overview Talk - "What Are We Estimating When We Evaluate AI?"
Scrips/Seascape
Monday, October 26
Mon 08:15 - 09:55
MA1a: Predictive Intelligence for Next Generation Wireless Networks
Fred Farr
MA2a: Channel Charting
Kiln
MA3a: Brain and Behavioral Dynamics Through Biomedical Signals
Toyon
MA4a: Generative AI for Graphs
Heather
MA5a: Fast MRI Potpourri
Acacia
MA6a: Implementation-Aware Decoder Architectures for Modern Coding Paradigms
Scripps
MA7a: Physics-Aware Computational Imaging Across Extreme Sensing Regimes
Chapel
MA8a: Graph Learning, Signal Processing, and Networked Applications
Merrill Hall
MA8a: Next-Generation MIMO, RIS, and Adaptive Beamforming Systems
Merrill Hall
Mon 10:15 - 11:55
MA1b: Near-Field MIMO: From Fundamentals to 6G Realization
Fred Farr
MA2b: Recent Advances in Signal Processing for ISAC
Kiln
MA3b: Learning over Networks
Toyon
MA4b: Generative Modeling for Inverse Problems
Heather
MA5b: Advances in Co-Array Processing for DoA Estimation
Acacia
MA6b: Emerging Technologies for Artificial Intelligence Systems
Scripps
MA7b: Modern approaches to experimental design
Chapel
MA8b: Advances in Satcom and ISAC
Merrill Hall
MA8b: Communication and Coding Techniques
Merrill Hall
Mon 13:30 - 14:00
Message from Chairs and Student Paper Contest Results
Chapel
Mon 14:00 - 15:10
Plenary - "Learning from Collapse: Self-Consuming Loops in AI and the Humans Who Feed Them"
Chapel
Mon 15:30 - 17:10
MP1b: Physics-Consistent Models for Next-Generation Communication Systems
Fred Farr
MP2b: XL MIMO Systems
Kiln
MP3b: Topological Signal Processing and Learning
Toyon
MP4b: Estimation and Inference
Heather
MP5b: DOA Estimation
Acacia
MP6b: AI and Signal Processing Education
Scripps
MP7b: Moving Off the Grid: Non-Gridded Learning Representations for Efficient Image and Video
Chapel
MP8b: Biomedical Signal Processing: Methods and Applications
Merrill Hall
MP8b: Specialized Hardware Architectures and Computer Arithmetic
Merrill Hall
Mon 17:00 - 21:00
Dinner and Social Event
Offsite
Tuesday, October 27
Tue 08:15 - 09:55
TA1a: Physical-Layer Security and Covert Communications
Fred Farr
TA2a: New Paradigms for Ultra Wide-Band and Extra-Large Antenna Arrays
Kiln
TA3a: Networked Neuroscience
Toyon
TA4a: Advances in Learning-based Image Processing
Heather
TA5a: Tensor-Based Array Signal Processing
Acacia
TA6a: Multiscale Analysis of Neural Signals
Seascape
TA7a: AI for Medical Imaging: From Spatial and Acoustic Sensing to Clinical Insight
Chapel
TA8a: Optimization, Sparsity, and High-Dimensional Learning
Merrill Hall
TA8a: Statistical Estimation, Detection, and Inference
Merrill Hall
Tue 10:15 - 11:55
TA1b: Advanced resource allocation, positioning and swarm intelligence in 6G NTN
Fred Farr
TA2b: AI-driven and Digital Twin-enabled MIMO Communications
Kiln
TA3b: Bayesian Learning and Inference on Graphs
Toyon
TA4b: Information, Learning, and Genomics
Heather
TA5b: Resilience-by-Design in Wireless and Networked Systems
Acacia
TA6b: Efficient Architectures for Foundation Model Deployment in Resource-Constrained Systems
Seascape
TA7b: Recent theoretical and algorithmic advances in computational imaging
Chapel
TA8b: Array Processing
Merrill Hall
TA8b: Extremely Large Aperture Arrays (ELAAs) and Near-Field Signal Processing
Merrill Hall
Tue 13:30 - 15:10
TP1a: Machine Learning for Communications
Fred Farr
TP2a: Analog Signal Processing with MIMO and Metasurfaces
Kiln
TP3a: Topology, Dynamics, and Nonlinear Interactions
Toyon
TP4a: Learning and Inference over Sensor-Driven Networks
Heather
TP5a: Sensing and Localization in the networked Systems
Acacia
TP6a: Security-Aware Architectures for Embedded Systems Against Side-Channel Attacks
Seascape
TP7a: Learning Compact Representations: Theory and Applications
Chapel
TP8a: Deep Learning, Bandits, and Applications
Merrill Hall
TP8a: Speech, Image, and Video Processing
Merrill Hall
Tue 15:30 - 17:35
TP1b: Spectrum Frontiers
Fred Farr
TP2b: Revisiting MIMO for 6G Systems
Kiln
TP3b: Causality in Graph Learning
Toyon
TP4b: Neural representations for dynamical physical systems
Heather
TP5b: Learning with Limited Supervision
Acacia
TP6b: Task-driven computational imaging: Redefining Image Quality Assessment and Optimization in the Era of AI
Seascape
TP7b: Learning and Sensing over the Years
Chapel
TP8b: Intelligent, Secure, and Reconfigurable Wireless Systems
Merrill Hall
Wednesday, October 28
Wed 08:15 - 09:55
WA1a: PHY- and MAC-Layer Techniques
Fred Farr
WA2a: Applications of Machine Learning for Future Wireless Networks
Kiln
WA3a: Modern Machine Learning and Optimization for Wireless Networks
Toyon
WA4a: Probabilistic Methods for Machine Learning and Signal Processing
Heather
WA5a: Learning-Enabled Signal Processing, Communication and Sensing
Acacia
WA6a: Compression and sparsity in deep learning optimization
Seascape
WA7a: AI-Native Integrated Communication and Computing in 6G Networks
Chapel
Wed 10:15 - 11:30
WA1b: Information Theory and Signal Processing of ISAC Systems
Fred Farr
WA2b: ML for Array Processing
Kiln
WA3b: New Directions in Decentralized Learning
Toyon
WA4b: Behavioral Control in Foundation Models via First‐Principles Approaches
Heather
WA5b: Emerging Computational Methods for Biomedical Imaging
Acacia
WA6b: Domain-Specific Logic and Hardware Acceleration
Seascape
WA7b: Differentiable modeling
Chapel