Simple and Complex Activity Recognition through Smart Phones. - Stefan Dernbach; Barnan Das; Narayanan Chatapuram Krishnan; Brian L. Thomas; Diane J. Cook (Intelligent Environments, 2012)

Cache content-selection policies for streaming video services. - Stefan Dernbach; Nina Taft; Jim Kurose; Udi Weinsberg; Christophe Diot; Azin Ashkan (INFOCOM, 2016)

Deep Reinforcement Learning With Macro-Actions. - Ishan P. Durugkar; Clemens Rosenbaum; Stefan Dernbach; Sridhar Mahadevan (CoRR, 2016)

Quantum Walk Neural Networks for Graph-Structured Data. - Stefan Dernbach; Arman Mohseni-Kabir; Siddharth Pal; Don Towsley (COMPLEX NETWORKS (2), 2018)

Quantum walk neural networks with feature dependent coins. - Stefan Dernbach; Arman Mohseni-Kabir; Siddharth Pal; Miles Gepner; Don Towsley (Appl. Netw. Sci., 2019)

Filtered Manifold Alignment. - Stefan Dernbach; Don Towsley (CoRR, 2020)

GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding. - Stefan Dernbach; Khushbu Agarwal; Alejandro Zuniga; Michael Henry; Sutanay Choudhury (AAAI Spring Symposia, 2024)

Thinking Fast and Laterally: Multi-Agentic Approach for Reasoning about Uncertain Emerging Events. - Stefan Dernbach; Alejandro Michel; Khushbu Agarwal; Christopher Brissette; Geetika Gupta; Sutanay Choudhury (CoRR, 2024)