Edge AI
- YAVIN: a unified architecture for secure edge processing in memory
Fang, Tegge, Faruque, Zhou, Hoque, Jones · arXiv preprint, August 2026
Multidomain Intelligence
Multidomain intelligence research focuses on both software and hardware methods for integrating diverse sources of information to support more comprehensive understanding and decision-making. The Institute investigates sensor fusion and applications spanning maritime identification, radio frequency, electronic warfare and radar.
Cognitive radar
- Constrained deep reinforcement learning for cognitive radar resource management
Lu, Gursoy, Mohan, VarshneyG4 · arXiv preprint, June 2026
Robust and adversarial-aware learning
- OpenReview paper c4abksRFw
- Adversarially robust abductive fusion of pre-trained transformer-based perception models
Leiva, Ma, Qiu, Simari, Shakarian · arXiv preprint, August 2026
Multi-agent coordination
- MUTE: return-preserving communication unlearning for efficient multi-agent coordination
Zuo, Huang, Li, Zhang, Khan, Qiu · arXiv preprint, July 2026
More information can be found on the people page.