Jaeyoung Kang

26 papers A* 5A 5B 1C 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
RelHDx: Hyperdimensional Computing for Learning on Graphs With FeFET Acceleration.
IEEE Trans. Computers
Jaeyoung Kang, Minxuan Zhou, Weihong Xu, Tajana Rosing
2024 A conf
AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding.
DATE
Weihong Xu, Jaeyoung Kang, Tajana Rosing
2024 J jnl
DRAM-Based Acceleration of Open Modification Search in Hyperdimensional Space.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Niema Moshiri, Tajana Simunic Rosing
2024 A conf
HygHD: Hyperdimensional Hypergraph Learning.
DATE
Jaeyoung Kang, Youhak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing
2024 J jnl
Private and Efficient Learning With Hyperdimensional Computing.
IEEE Trans. Circuits Syst. Artif. Intell.
Behnam Khaleghi, Xiaofan Yu, Jaeyoung Kang, Xuan Wang, Tajana Rosing
2024 A conf
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering.
DATE
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
2023 J jnl
Accelerating open modification spectral library searching on tensor core in high-dimensional space.
Bioinform.
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Niema Moshiri, Tajana Rosing
2023 A conf
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing.
DATE
Weihong Xu, Jaeyoung Kang, Tajana Rosing
2023 J jnl
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations.
CoRR
Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing
2023 J jnl
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND.
CoRR
Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing
2023 J jnl
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering.
CoRR
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
2022 A* conf
A near-storage framework for boosted data preprocessing of mass spectrum clustering.
DAC
Weihong Xu, Jaeyoung Kang, Tajana Rosing
2022 J jnl
COSMO: Computing with Stochastic Numbers in Memory.
ACM J. Emerg. Technol. Comput. Syst.
Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, Jaeyoung Kang, Yeseong Kim, Tajana Simunic Rosing
2022 A* conf
FHDnn: communication efficient and robust federated learning for AIoT networks.
DAC
Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing
2022 A* conf
GENERIC: highly efficient learning engine on edge using hyperdimensional computing.
DAC
Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing
2022 B conf
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing.
PACT
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
2022 J jnl
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing.
CoRR
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
2022 J jnl
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing.
IEEE Trans. Computers
Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim
2022 A* conf
PatterNet: explore and exploit filter patterns for efficient deep neural networks.
DAC
Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing
2022 C conf
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing.
ICCD
Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing
2022 J jnl
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.
ACM Trans. Embed. Comput. Syst.
Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing
2022 A* conf
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer.
HPCA
Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing
2022 — conf
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training.
ASP-DAC
Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing
2021 A conf
FPGA Acceleration of Protein Back-Translation and Alignment.
DATE
Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing
2021 — conf
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.
ASP-DAC
Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing
2019 J jnl
Enhanced Message-Passing Based LEACH Protocol for Wireless Sensor Networks.
Sensors
Jaeyoung Kang, Illsoo Sohn, Sang Hyun Lee