Tajana Rosing

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 196

Top Venues

Publications

Lingxi Wu, Minxuan Zhou, Weihong Xu, Ashish Venkat, Tajana Rosing, Kevin Skadron
-mer Counting with Storage Technology. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Xuan Wang, Minxuan Zhou, Tajana Rosing
Fast-OverlaPIM: A Fast Overlap-driven Mapping Framework for Processing In-Memory Neural Network Acceleration. CoRR (2024)
Fatemeh Asgarinejad, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing. Sensors 24 (3) (2024)
Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang
52.5 TOPS/W 1.7GHz Reconfigurable XGBoost Inference Accelerator Based on Modular-Unit-Tree with Dynamic Data and Compute Gating. CICC (2024)
Yue Pan, Minxuan Zhou, Chonghan Lee, Zheyu Li, Rishika Kushwah, Vijaykrishnan Narayanan, Tajana Rosing
PRIMATE: Processing in Memory Acceleration for Dynamic Token-pruning Transformers. ASPDAC (2024)
Xiaofan Yu, Tajana Rosing, Yunhui Guo
Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts. WACV (2024)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding. DATE (2024)
Jaeyoung Kang, You Hak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing
HygHD: Hyperdimensional Hypergraph Learning. DATE (2024)
Quanling Zhao, Xiaofan Yu, Shengfan Hu, Tajana Rosing
MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing. DATE (2024)
Onat Güngör, Tajana Rosing, Baris Aksanli
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE (2024)
Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Rosing
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing. CoRR (2024)
Ivannia Gomez Moreno, Xiaofan Yu, Tajana Rosing
KalmanHD: Robust On-Device Time Series Forecasting with Hyperdimensional Computing. ASPDAC (2024)
Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. CoRR (2024)
Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection. ASPDAC (2024)
Flavio Ponzina, Tajana Rosing
MicroHD: An Accuracy-Driven Optimization of Hyperdimensional Computing Algorithms for TinyML systems. CoRR (2024)
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. DATE (2024)
Po-Kai Hsu, Weihong Xu, Tajana Rosing, Shimeng Yu
An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search. MEMSYS (2023)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing. DATE (2023)
Alexander Redding, Xiaofan Yu, Shengfan Hu, Pat Pannuto, Tajana Rosing
EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices. NET4us@MobiCom (2023)
Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. CoRR (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR (2023)
Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption. CoRR (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE (2023)
Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. CoRR (2023)
Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. IoTDI (2023)
Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets (2023)
Tianqi Zhang, Antonio González, Niema Moshiri, Rob Knight, Tajana Rosing
GenoMiX: Accelerated Simultaneous Analysis of Human Genomics, Microbiome Metagenomics, and Viral Sequences. BioCAS (2023)
Minxuan Zhou, Xuan Wang, Tajana Rosing
OverlaPIM: Overlap Optimization for Processing In-Memory Neural Network Acceleration. DATE (2023)
Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. CVPR Workshops (2023)
Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi R. Iyer
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation. ACML (2023)
Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC (2023)
Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing. ISLPED (2023)
Quanling Zhao, Xiaofan Yu, Tajana Rosing
Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing. IPSN (2023)
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering. CoRR (2023)
Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. ICCD (2023)
Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation. CoRR (2023)
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract). IJCAI (2023)
Rishikanth Chandrasekaran, Fatemeh Asgareinjad, Justin Morris, Tajana Rosing
Multi-Label Classification With Hyperdimensional Representations. IEEE Access 11 (2023)
Kazim Ergun, Rishikanth Chandrasekaran, Tajana Rosing
Federated Hyperdimensional Computing. CoRR (2023)
Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing
FedHD: federated learning with hyperdimensional computing. MobiCom (2022)
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. DATE (2022)
Michael H. Ostertag, Jason Ma, Tajana Rosing
Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous. DATE (2022)
Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing
TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks. ICCD (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR (2022)
Weihong Xu, Saransh Gupta, Niema Moshiri, Tajana Rosing
RAPIDx: High-performance ReRAM Processing in-Memory Accelerator for Sequence Alignment. CoRR (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS (2022)
Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers 71 (11) (2022)
Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri, Tajana Rosing
SALIENT: Ultra-Fast FPGA-based Short Read Alignment. FPT (2022)
Justin Morris, Hin Wai Lui, Kenneth Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE (2022)
Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing
Trajectory Planning and Optimization for Minimizing Uncertainty in Persistent Monitoring Applications. J. Intell. Robotic Syst. 106 (1) (2022)
Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing
FHDnn: communication efficient and robust federated learning for AIoT networks. DAC (2022)
Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. HPCA (2022)
Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing. CoRR (2022)
Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri, Tajana Rosing
FAST: FPGA-based Acceleration of Genomic Sequence Trimming. BioCAS (2022)
Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. ASP-DAC (2022)
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. PACT (2022)
Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI (2022)
Yizhou Wei, Minxuan Zhou, Sihang Liu, Korakit Seemakhupt, Tajana Rosing, Samira Manabi Khan
PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions. DATE (2022)
Saransh Gupta, Rosario Cammarota, Tajana Rosing
MemFHE: End-to-End Computing with Fully Homomorphic Encryption in Memory. CoRR (2022)
Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing. ICCD (2022)
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract). IJCAI (2022)
Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing
PatterNet: explore and exploit filter patterns for efficient deep neural networks. DAC (2022)
Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing
ns3-fl: Simulating Federated Learning with ns-3. WNS3 (2022)
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. CoRR (2022)
Sahand Salamat, Hui Zhang, Yang-Seok Ki, Tajana Rosing
NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD. ACM Trans. Reconfigurable Technol. Syst. 15 (2) (2022)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
A near-storage framework for boosted data preprocessing of mass spectrum clustering. DAC (2022)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Reinforcement learning based reliability-aware routing in IoT networks. Ad Hoc Networks 132 (2022)
Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing
Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (4) (2022)
Jinhao Liu, Xiaofan Yu, Tajana Rosing
Self-Train: Self-Supervised On-Device Training for Post-Deployment Adaptation. SmartIoT (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140 (2022)
Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. CoRR (2022)
Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing
GENERIC: highly efficient learning engine on edge using hyperdimensional computing. DAC (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. 9 (4) (2022)
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE (2022)
Jason Ma, Michael H. Ostertag, Dinesh Bharadia, Tajana Rosing
Frequency-aware Trajectory and Power Control for Multi-UAV Systems. INFOCOM Workshops (2021)
Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing
Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems. ASP-DAC (2021)
Minxuan Zhou, Lingxi Wu, Muzhou Li, Niema Moshiri, Kevin Skadron, Tajana Rosing
Ultra Efficient Acceleration for De Novo Genome Assembly via Near-Memory Computing. PACT (2021)
Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing
DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures. ASP-DAC (2021)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. ASP-DAC (2021)
Onat Güngör, Tajana Rosing, Baris Aksanli
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS (2021)
Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs
Attention State Classification with In-Ear EEG. BioCAS (2021)
Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing
NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD. FPGA (2021)
Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing
AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing. ICCD (2021)
Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. ASP-DAC (2021)
Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing
Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures. HPCA (2021)
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing
HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE (2021)
Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing
Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. ICCD (2021)
Minxuan Zhou, Muzhou Li, Mohsen Imani, Tajana Rosing
HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing. DATE (2021)
Minxuan Zhou, Guoyang Chen, Mohsen Imani, Saransh Gupta, Weifeng Zhang, Tajana Rosing
PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations. PACT (2021)
Xiao Liu, Minxuan Zhou, Rachata Ausavarungnirun, Sean Eilert, Ameen Akel, Tajana Rosing, Vijaykrishnan Narayanan, Jishen Zhao
FPRA: A Fine-grained Parallel RRAM Architecture. ISLPED (2021)
Onat Güngör, Tajana Rosing, Baris Aksanli
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM (2021)
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing
A Theoretical Perspective on Hyperdimensional Computing. J. Artif. Intell. Res. 72 (2021)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. MECO (2021)
Onat Güngör, Tajana Rosing, Baris Aksanli
ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS (2021)
Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani
TruLook: A Framework for Configurable GPU Approximation. DATE (2021)
Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing
FPGA Acceleration of Protein Back-Translation and Alignment. DATE (2021)
Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration. ISQED (2021)

Tajana Rosing.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Tajana Rosing