TR
Tajana Rosing
cs.LGcs.ARcs.AIcs.CRcs.DCcs.CLcs.ETcs.PFcs.CVcs.NE
On Valency
published · living versionsW_4qgq4sza·v1 · currentpublished
Rosemary: Efficient and Adaptable In-Storage Acceleration for Fully Homomorphic Encryption
with Xuan Wang, Tianqi Zhang, Gabrielle De Micheli, Yujin Nam +3
1 version
W_zc2xfz9d·v1published
W_f3e535hw·v1published
W_vqzfp5vh·v2published
Preprints & journals
96 papers in the corpus · 2018–2026JetSpec++: Foresight Parallel Drafting with Self Refinements2610.19792v2 · Zhaoxiang Feng, Lanxiang Hu, Haoran Yuan et al.2026 · 0 citationsarXiv
Compiling Semi-Ring Dynamic Programming to Tier-Aware 3D-DRAM Processing-in-Memory2610.09156v1 · Mahbod Afarin, Tsung-Han Lu, Tajana Rosing2026 · 0 citationsarXiv
Multi-bit Ferroelectric-NAND for High-throughput Massive Database Search2610.05002v1 · Prasanna Venkatesan, Tanvir H. Pantha, Po-Kai Hsu et al.2026 · 0 citationsarXiv
Superposed Inference for Hyperdimensional Computing2609.32320v1 · Quanling Zhao, Nilesh Prasad Pandey, Ye Tian et al.2026 · 0 citationsarXiv
Superposed Latent Autoencoder2609.01158v1 · Quanling Zhao, Jiaying Yang, Tianqi Zhang et al.2026 · 0 citationsarXiv
QPL-enabled HTSlib library: accelerating sequence file compression using Intel IAA.42707734 · Laflen, Benjamin, Li, Zheyu, Urbina, Maxwell et al.2026 · 0 citationsBioinformatics advances. 2026;6(1):vbag250
Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method2608.06860v1 · Quanling Zhao, Anthony Hitchcock Thomas, Ari Brin et al.2026 · 2 citationsarXiv
Cross-Domain Acceleration of Open Modification Search: From Commodity Platforms to Emerging Memory and Storage Devices2607.17569v1 · Sumukh Pinge, Chang Eun Song, Po-Kai Hsu et al.2026 · 0 citationsIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), Early Access, 2026
RGLD: Randomized Global-Local Density Estimation for Tabular Anomaly Detection2606.28970v1 · Quanling Zhao, Jiaying Yang, Ye Tian et al.2026 · 0 citationsarXiv
Compiler-Driven Approximation Tuning for Hyperdimensional Computing2606.26547v1 · Xavier Routh, Abdul Rafae Noor, Akash Kothari et al.2026 · 0 citationsarXiv
JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting2606.18394v5 · Lanxiang Hu, Zhaoxiang Feng, Yulun Wu et al.2026 · 0 citationsarXiv
ACRONYM: Accelerated Approximate Nearest Neighbor Search in Memory for Dynamic Vector Databases2606.03151v1 · Md Mizanur Rahaman Nayan, Tianqi Zhang, Flavio Ponzina et al.2026 · 0 citationsarXiv
AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems2607.21604v1 · Nilesh Prasad Pandey, Jason Kong, Lanxiang Hu et al.2026 · 0 citationsarXiv
CAN-QA: A Question-Answering Benchmark for Reasoning over In-Vehicle CAN Traffic2604.24935v1 · Jing Chen, Abhijay Deevi, Onat Gungor et al.2026 · 0 citationsarXiv
A KL Lens on Quantization: Fast, Forward-Only Sensitivity for Mixed-Precision SSM-Transformer Models2604.13440v1 · Jason Kong, Nilesh Prasad Pandey, Flavio Ponzina et al.2026 · 0 citationsarXiv
GEN-Graph: Heterogeneous PIM Accelerator for General Computational Patterns in Graph-based Dynamic Programming2604.15361v1 · Yanru Chen, Runyang Tian, Zheyu Li et al.2026 · 0 citationsarXiv
KLDrive: Fine-Grained 3D Scene Reasoning for Autonomous Driving based on Knowledge Graph2603.21029v1 · Ye Tian, Jingyi Zhang, Zihao Wang et al.2026 · 0 citationsarXiv
HAVEN: High-Bandwidth Flash Augmented Vector Engine for Large-Scale Approximate Nearest-Neighbor Search Acceleration2603.01175v1 · Po-Kai Hsu, Weihong Xu, Qunyou Liu et al.2026 · 0 citationsarXiv
GenDRAM:Hardware-Software Co-Design of General Platform in DRAM2602.23828v1 · Tsung-Han Lu, Weihong Xu, Tajana Rosing2026 · 0 citationsarXiv
QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design2601.14549v1 · Nilesh Prasad Pandey, Jangseon Park, Onat Gungor et al.2026 · 0 citationsarXiv
LifeAgentBench: Benchmarking LLMs for Long-Horizon, Cross-Dimensional Lifestyle Health Reasoning2601.13880v2 · Ye Tian, Zihao Wang, Onat Gungor et al.2026 · 0 citationsarXiv
FaTRQ: Tiered Residual Quantization for LLM Vector Search in Far-Memory-Aware ANNS Systems2601.09985v1 · Tianqi Zhang, Flavio Ponzina, Tajana Rosing2026 · 0 citationsarXiv
SpANNS: Optimizing Approximate Nearest Neighbor Search for Sparse Vectors Using Near Memory Processing2601.03229v1 · Tianqi Zhang, Flavio Ponzina, Tajana Rosing2026 · 1 citationarXiv
PIM-FW: Hardware-Software Co-Design of All-pairs Shortest Paths in DRAM2512.18158v1 · Tsung-Han Lu, Zheyu Li, Minxuan Zhou et al.2025 · 0 citationsarXiv
Fast and Accurate Causal Parallel Decoding using Jacobi Forcing2512.14681v1 · Lanxiang Hu, Siqi Kou, Yichao Fu et al.2025 · 0 citationsarXiv
CHIME: Chiplet-based Heterogeneous Near-Memory Acceleration for Edge Multimodal LLM Inference2601.19908v1 · Yanru Chen, Runyang Tian, Yue Pan et al.2025 · 3 citationsarXiv
Benchmarking Scientific Understanding and Reasoning for Video Generation using VideoScience-Bench2512.02942v1 · Lanxiang Hu, Abhilash Shankarampeta, Yixin Huang et al.2025 · 0 citationsarXiv
FSL-HDnn: A 40 nm Few-shot On-Device Learning Accelerator with Integrated Feature Extraction and Hyperdimensional Computing2512.11826v1 · Weihong Xu, Chang Eun Song, Haichao Yang et al.2025 · 0 citationsarXiv
EAGER: Edge-Aligned LLM Defense for Robust, Efficient, and Accurate Cybersecurity Question Answering2511.19523v1 · Onat Gungor, Roshan Sood, Jiasheng Zhou et al.2025 · 0 citationsarXiv
FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash2510.10872v1 · Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan et al.2025 · 0 citationsarXiv
Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving2510.05245v1 · Yue Pan, Zihan Xia, Po-Kai Hsu et al.2025 · 9 citationsarXiv
Towards Interpretable and Inference-Optimal COT Reasoning with Sparse Autoencoder-Guided Generation2510.01528v1 · Daniel Zhao, Abhilash Shankarampeta, Lanxiang Hu et al.2025 · 0 citationsarXiv
LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection2509.13464v1 · Onat Gungor, Ishaan Kale, Jiasheng Zhou et al.2025 · 1 citationarXiv
AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering2509.13514v1 · Onat Gungor, Roshan Sood, Harold Wang et al.2025 · 3 citationsarXiv
SAGE: Sample-Aware Guarding Engine for Robust Intrusion Detection Against Adversarial Attacks2509.08091v1 · Jing Chen, Onat Gungor, Zhengli Shang et al.2025 · 0 citationsarXiv
ReLATE+: Unified Framework for Adversarial Attack Detection, Classification, and Resilient Model Selection in Time-Series Classification2508.19456v1 · Cagla Ipek Kocal, Onat Gungor, Tajana Rosing et al.2025 · 0 citationsarXiv
FedUHD: Unsupervised Federated Learning using In-Memory Hyperdimensional Computing2508.12021v2 · You Hak Lee, Keming Fan, Xiaofan Yu et al.2025 · 0 citationsIEEE Transactions on Circuits and Systems for Artificial Intelligence, 2026
Clo-HDnn: A 4.66 TFLOPS/W and 3.78 TOPS/W Continual On-Device Learning Accelerator with Energy-efficient Hyperdimensional Computing via Progressive Search2507.17953v1 · Chang Eun Song, Weihong Xu, Keming Fan et al.2025 · 0 citationsarXiv
DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs2507.13737v1 · Ye Tian, Xiaoyuan Ren, Zihao Wang et al.2025 · 6 citationsarXiv
lmgame-Bench: How Good are LLMs at Playing Games?2505.15146v2 · Lanxiang Hu, Mingjia Huo, Yuxuan Zhang et al.2025 · 0 citationsarXiv
Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution2506.00020v1 · Chang Eun Song, Priyansh Bhatnagar, Zihan Xia et al.2025 · 5 citationsarXiv
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing2505.05413v1 · Nilesh Prasad Pandey, Shriniwas Kulkarni, David Wang et al.2025 · 2 citationsarXiv
DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-based Intrusion Detection Against Adversarial Attacks2504.13301v1 · Jing Chen, Onat Gungor, Zhengli Shang et al.2025 · 6 citationsarXiv
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks2503.07882v1 · Cagla Ipek Kocal, Onat Gungor, Aaron Tartz et al.2025 · 2 citationsarXiv
Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs2502.15285v3 · Le Zhang, Quanling Zhao, Run Wang et al.2025 · 1 citationarXiv
TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress2502.15901v1 · Onat Gungor, Amanda Sofie Rios, Nilesh Ahuja et al.2025 · 0 citationsarXiv
CND-IDS: Continual Novelty Detection for Intrusion Detection Systems2502.14094v1 · Sean Fuhrman, Onat Gungor, Tajana Rosing2025 · 11 citationsarXiv
SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection2502.07119v1 · Elvin Li, Zhengli Shang, Onat Gungor et al.2025 · 2 citationsarXiv
SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions2502.02883v3 · Xiaofan Yu, Lanxiang Hu, Benjamin Reichman et al.2025 · 4 citationsarXiv
SensorQA: A Question Answering Benchmark for Daily-Life Monitoring2501.04974v3 · Benjamin Reichman, Xiaofan Yu, Lanxiang Hu et al.2025 · 3 citationsarXiv
Career total: at least 398 works. 96 are in this corpus.Showing the 50 most recent.
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