Tajana Rosing

University of San Diego — United States

Engineering · Physical Sciences

55h-index10.8kcitations388works1.62yr avg
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Research Topics

Ferroelectric and Negative Capacitance Devices(100), Parallel Computing and Optimization Techniques(94), Advanced Memory and Neural Computing(89), Advanced Data Storage Technologies(40), Cloud Computing and Resource Management(39)

Publications388 total

Fast and Accurate Causal Parallel Decoding using Jacobi Forcing
arXiv (Cornell University)·2025Open Access
EAGER: Edge-Aligned LLM Defense for Robust, Efficient, and Accurate Cybersecurity Question Answering
ArXiv.org·2025Open Access
DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs
2025· 2 cited
AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering
arXiv (Cornell University)·2025Open Access
LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection
arXiv (Cornell University)·2025Open Access
SAGE: Sample-Aware Guarding Engine for Robust Intrusion Detection Against Adversarial Attacks
arXiv (Cornell University)·2025Open Access
SensorChat: Answering Qualitative and Quantitative Questions during Long-term Multimodal Sensor Interactions
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies·2025Open Access
SmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory
2025
3-D Ferroelectric NAND In-Storage Processing Architecture for Mass Spectrometry
IEEE Design and Test·2025
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks
2025
SLIM: A Heterogeneous Accelerator for Edge Inference of Sparse Large Language Model via Adaptive Thresholding
ACM Transactions on Embedded Computing Systems·2025Open Access
DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs
arXiv (Cornell University)·2025Open Access
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing
2025· 1 citedOpen Access
CND-IDS: Continual Novelty Detection for Intrusion Detection Systems
2025· 1 cited
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing
2025· 1 cited
OptiPIM: Optimizing Processing-in-Memory Acceleration Using Integer Linear Programming
2025Open Access
Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution
2025· 1 citedOpen Access
HyperMetric: Efficient Hyperdimensional Computing With Metric Learning for Robust Edge Intelligence
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025
DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-Based Intrusion Detection Against Adversarial Attacks
2025· 1 cited
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Mohsen Imani(13), Ayse K. Coskun(12), David Atienza(6), Saransh Gupta(5), Barış Akşanlı(5), Gaurav Dhiman(4), Kenny C. Gross(4), Yunhui Guo(3), Richard Strong(3), Abbas Rahimi(3), Yeseong Kim(3), Dean M. Tullsen(3), Krešimir Mihić(3), Thomas Brunschwiler(3), Rogério Feris(2), George Porter(2), Nathan Farrington(2), Alex Forencich(2), Pang Chen-Sun(2), Yeshaiahu Fainman(2)