| 2025 | ISCA | UPP: Universal Predicate Pushdown to Smart Storage. | Ipoom Jeong, Jinghan Huang, Chuxuan Hu, Dohyun Park, Jaeyoung Kang, Nam Sung Kim, Yongjoo Park |
| 2025 | ISPASS | Intel in-Memory Analytics Accelerator: Performance Characterization and Guidelines. | Jaeyoung Kang, Qirong Xia, Ipoom Jeong, Yongjoo Park, Nam Sung Kim |
| 2025 | MICRO | NetZIP: Algorithm/Hardware Co-design of In-network Lossless Compression for Distributed Large Model Training. | Jinghan Huang, Hyungyo Kim, Nachuan Wang, Jaeyoung Kang, Hrishi Shah, Eun Kyung Lee, Minjia Zhang, Fan Lai, Nam Sung Kim |
| 2024 | DATE | HygHD: Hyperdimensional Hypergraph Learning. | Jaeyoung Kang, Youhak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing |
| 2024 | DATE | SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. | Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing |
| 2024 | DATE | AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding. | Weihong Xu, Jaeyoung Kang, Tajana Rosing |
| 2023 | DATE | FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing. | Weihong Xu, Jaeyoung Kang, Tajana Rosing |
| 2022 | ASPDAC | XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. | Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing |
| 2022 | DAC | FHDnn: communication efficient and robust federated learning for AIoT networks. | Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing |
| 2022 | DAC | GENERIC: highly efficient learning engine on edge using hyperdimensional computing. | Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing |
| 2022 | DAC | 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 |
| 2022 | DAC | A near-storage framework for boosted data preprocessing of mass spectrum clustering. | Weihong Xu, Jaeyoung Kang, Tajana Rosing |
| 2022 | HPCA | TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. | Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing |
| 2022 | ICCD | RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing. | Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing |
| 2021 | ASPDAC | HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. | Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing |
| 2021 | DATE | FPGA Acceleration of Protein Back-Translation and Alignment. | Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing |