Jaeyoung Kang

According to our database, Jaeyoung Kang authored at least 21 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DRAM-Based Acceleration of Open Modification Search in Hyperdimensional Space.

Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Niema Moshiri, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding.

Weihong Xu, Jaeyoung Kang, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering.

Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

HygHD: Hyperdimensional Hypergraph Learning.

Jaeyoung Kang, Youhak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND.

Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing

CoRR, 2023

HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations.

Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing

CoRR, 2023

FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing.

Weihong Xu, Jaeyoung Kang, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing

ACM Trans. Embed. Comput. Syst., 2022

OpenHD: A GPU-Powered Framework for Hyperdimensional Computing.

Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim

IEEE Trans. Computers, 2022

COSMO: Computing with Stochastic Numbers in Memory.

Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, Jaeyoung Kang, Yeseong Kim, Tajana Simunic Rosing

ACM J. Emerg. Technol. Comput. Syst., 2022

RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing.

Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer.

Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

A near-storage framework for boosted data preprocessing of mass spectrum clustering.

Weihong Xu, Jaeyoung Kang, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

PatterNet: explore and exploit filter patterns for efficient deep neural networks.

Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

GENERIC: highly efficient learning engine on edge using hyperdimensional computing.

Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

FHDnn: communication efficient and robust federated learning for AIoT networks.

Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training.

Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing.

Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021

FPGA Acceleration of Protein Back-Translation and Alignment.

Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.

Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2019

Enhanced Message-Passing Based LEACH Protocol for Wireless Sensor Networks.

Jaeyoung Kang, Illsoo Sohn, Sang Hyun Lee

Sensors, 2019