Po-Kai Hsu

According to our database, Po-Kai Hsu authored at least 18 papers between 2017 and 2026.

Collaborative distances:

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

2026

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

IEEE Trans. Computers, June, 2026

HAVEN: High-Bandwidth Flash Augmented Vector Engine for Large-Scale Approximate Nearest-Neighbor Search Acceleration.

Po-Kai Hsu, Weihong Xu, Qunyou Liu, Tajana Rosing, Shimeng Yu

CoRR, March, 2026

3-D Ferroelectric NAND In-Storage Processing Architecture for Mass Spectrometry.

Po-Kai Hsu, Weihong Xu, Minji Shon, Zijian Zhao, Kai Ni, Tajana Rosing, Shimeng Yu

IEEE Des. Test, February, 2026

2025

FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash.

Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Islam Khan, Tajana Rosing, Mingu Kang

CoRR, October, 2025

SLIM: A Heterogeneous Accelerator for Edge Inference of Sparse Large Language Model via Adaptive Thresholding.

Weihong Xu, Haein Choi, Po-Kai Hsu, Shimeng Yu, Tajana Rosing

CoRR, July, 2025

An In-Situ Spatial-Temporal Sequence Detector for Neuromorphic Vision Sensor Empowered by High Density Vertical NAND Storage.

Zijian Zhao, Varun Darshana Parekh, Po-Kai Hsu, Yixin Qin, Yiming Song, A. N. M. Nafiul Islam, Ningyuan Cao, Siddharth Joshi, Thomas Kämpfe, Moonyoung Jung, Kwangyou Seo, Kwangsoo Kim, Wanki Kim, Daewon Ha, Sourav Dutta, Abhronil Sengupta, Xiao Gong, Shimeng Yu, Vijaykrishnan Narayanan, Kai Ni

CoRR, March, 2025

Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving.

Yue Pan, Zihan Xia, Po-Kai Hsu, Lanxiang Hu, Hyungyo Kim, Janak Sharda, Minxuan Zhou, Nam Sung Kim, Shimeng Yu, Tajana Rosing, Mingu Kang

Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

Monolithic 3D Stackable DRAM Design with BEOL-Compatible Oxide Channel Access Transistor.

Po-Kai Hsu, Sungwon Cho, Janak Sharda, Hyeonwoo Park, Suman Datta, Shimeng Yu

Proceedings of the IEEE International Memory Workshop, 2025

FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash.

Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Khan, Tajana Rosing, Mingu Kang

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

2024

A Heterogeneous Platform for 3D NAND-Based In-Memory Hyperdimensional Computing Engine for Genome Sequencing Applications.

Po-Kai Hsu, Vaidehi Garg, Anni Lu, Shimeng Yu

IEEE Trans. Circuits Syst. I Regul. Pap., April, 2024

HyperGen: compact and efficient genome sketching using hyperdimensional vectors.

Weihong Xu, Po-Kai Hsu, Niema Moshiri, Shimeng Yu, Tajana Rosing

Bioinform., 2024

Accelerator Design using 3D Stacked Capacitorless DRAM for Large Language Models.

Janak Sharda, Po-Kai Hsu, Shimeng Yu

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search.

Po-Kai Hsu, Weihong Xu, Tajana Rosing, Shimeng Yu

Proceedings of the International Symposium on Memory Systems, 2023

2022

In-Memory 3D NAND Flash Hyperdimensional Computing Engine for Energy-Efficient SARS-CoV-2 Genome Sequencing.

Po-Kai Hsu, Shimeng Yu

Proceedings of the IEEE International Memory Workshop, 2022

2021

Design of Computing-in-Memory (CIM) with Vertical Split-Gate Flash Memory for Deep Neural Network (DNN) Inference Accelerator.

Hang-Ting Lue, Han-Wen Hu, Tzu-Hsuan Hsu, Po-Kai Hsu, Keh-Chung Wang, Chih-Yuan Lu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020

Real-time topological localization using structured-view ConvNet with expectation rules and training renewal.

Chih-Hung G. Li, Yi-Feng Hong, Po-Kai Hsu, Thavida Maneewarn

Robotics Auton. Syst., 2020

Introduction of Non-Volatile Computing In Memory (nvCIM) by 3D NAND Flash for Inference Accelerator of Deep Neural Network (DNN) and the Read Disturb Reliability Evaluation : (Invited Paper).

Hang-Ting Lue, Po-Kai Hsu, Keh-Chung Wang, Chih-Yuan Lu

Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

2017

The VLSI Architecture of a Highly Efficient Deblocking Filter for HEVC Systems.

Po-Kai Hsu, Chung-An Shen

IEEE Trans. Circuits Syst. Video Technol., 2017