Jaeyoung Kang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Data Preprocessing

Massively Parallel

Approximate Nearest Neighbor Search

Top Venues

Publications

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)
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)
Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations. CoRR (2023)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing. DATE (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)
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)
Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers 71 (11) (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)
Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy. ACM Trans. Embed. Comput. Syst. 21 (3) (2022)
Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. HPCA (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)
Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, Jaeyoung Kang, Yeseong Kim, Tajana Simunic Rosing
COSMO: Computing with Stochastic Numbers in Memory. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (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)
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)
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. CoRR (2022)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
A near-storage framework for boosted data preprocessing of mass spectrum clustering. DAC (2022)
Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing
GENERIC: highly efficient learning engine on edge using hyperdimensional computing. DAC (2022)
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)
Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing
FPGA Acceleration of Protein Back-Translation and Alignment. DATE (2021)
Jaeyoung Kang, Illsoo Sohn, Sang Hyun Lee
Enhanced Message-Passing Based LEACH Protocol for Wireless Sensor Networks. Sensors 19 (1) (2019)