Learning Object Attributes with Category-Free Grounded Language from Deep Featurization. - Luke E. Richards; Kasra Darvish; Cynthia Matuszek (IROS, 2020)

Practical Cross-modal Manifold Alignment for Grounded Language. - André T. Nguyen; Luke E. Richards; Gaoussou Youssouf Kebe; Edward Raff; Kasra Darvish; Frank Ferraro; Cynthia Matuszek (CoRR, 2020)

Adversarial Transfer Attacks With Unknown Data and Class Overlap. - Luke E. Richards; André T. Nguyen; Ryan Capps; Steven Forsyth; Cynthia Matuszek; Edward Raff (AISec@CCS, 2021)

Practical Cross-Modal Manifold Alignment for Robotic Grounded Language Learning. - André T. Nguyen; Luke E. Richards; Gaoussou Youssouf Kebe; Edward Raff; Kasra Darvish; Frank Ferraro; Cynthia Matuszek (CVPR Workshops, 2021)

Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech. - Gaoussou Youssouf Kebe; Luke E. Richards; Edward Raff; Francis Ferraro; Cynthia Matuszek (AAAI, 2022)

Minimizing Compute Costs: When Should We Run More Expensive Malware Analysis? - André T. Nguyen; Richard Zak; Luke E. Richards; Maya Fuchs; Fred Lu; Robert Brandon; Gary Lopez Munoz; Edward Raff; Charles Nicholas; James Holt (CAMLIS, 2022)

One-Shot Federated Group Collaborative Filtering. - Maksim Ekin Eren; Manish Bhattarai; Nicholas Solovyev 001; Luke E. Richards; Roberto Yus; Charles Nicholas; Boian S. Alexandrov (ICMLA, 2022)

FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation. - Maksim Ekin Eren; Luke E. Richards; Manish Bhattarai; Roberto Yus; Charles Nicholas; Boian S. Alexandrov (CoRR, 2022)

Improving Out-of-Distribution Detection via Epistemic Uncertainty Adversarial Training. - Derek Everett; André T. Nguyen; Luke E. Richards; Edward Raff (CoRR, 2022)

Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition. - Luke E. Richards; Edward Raff; Cynthia Matuszek (AISec@CCS, 2023)

Measuring Equality in Machine Learning Security Defenses. - Luke E. Richards; Edward Raff; Cynthia Matuszek (CoRR, 2023)

On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms. - Luke E. Richards; Jessie Yaros; Jasen Babcock; Coung Ly; Robin Cosbey; Timothy Doster; Cynthia Matuszek (CoRR, 2025)