X. Sharon Hu

47 papers A* 4A 10Misc 3Journal 25Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
5G-TPS: A Two-Phase Real-Time Scheduling and Adaptation Framework for 5G Radio Access Networks.
IEEE Trans. Mob. Comput.
Tianyu Zhang, Jiachen Wang, X. Sharon Hu, Song Han
2026 J jnl
CQ-CiM: Hardware-Aware Embedding Shaping for Robust CiM-Based Retrieval.
CoRR
Xinzhao Li, Alptekin Vardar, Franz Müller, Navya Goli, Umamaheswara Rao Tida, Kai Ni, X. Sharon Hu, Thomas Kämpfe, Ruiyang Qin
2026 J jnl
Cell Instance Segmentation: The Devil Is in the Boundaries.
IEEE Trans. Medical Imaging
Peixian Liang, Yifan Ding, Yizhe Zhang, Jianxu Chen, Hao Zheng, Hongxiao Wang, Yejia Zhang, Guangyu Meng, Tim Weninger, Michael T. Niemier, X. Sharon Hu, Danny Z. Chen
2025 A* conf
COSMOS: RL-Enhanced Locality-Aware Counter Cache Optimization for Secure Memory.
MICRO
Haoran Geng, Xiaoyang Lu, Yuezhi Che, Ziang Tian, Dazhao Cheng, Xian-He Sun, Michael T. Niemier, X. Sharon Hu
2025 J jnl
Cell Instance Segmentation: The Devil Is in the Boundaries.
CoRR
Peixian Liang, Yifan Ding, Yizhe Zhang, Jianxu Chen, Hao Zheng, Hongxiao Wang, Yejia Zhang, Guangyu Meng, Tim Weninger, Michael T. Niemier, X. Sharon Hu, Danny Z. Chen
2025 Misc conf
Hardware-Aware Compilation and Simulation for In-Memory Computing.
CASES
Asif Ali Khan, Hadjer Benmeziane, Hamid Farzaneh, João Paulo C. de Lima, William Andrew Simon, Yiyu Shi, Zheyu Yan, Abu Sebastian, X. Sharon Hu, Jerónimo Castrillón, Corey Lammie
2025 A conf
NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs.
DATE
Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi
2025 A conf
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on Edge.
ICCAD
Ruiyang Qin, Dancheng Liu, Gelei Xu, Amir Nassereldine, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2025 J jnl
Trustworthy Tree-based Machine Learning by MoS
CoRR
Bo Wen, Guoyun Gao, Zhicheng Xu, Ruibin Mao, Xiaojuan Qi, X. Sharon Hu, Xunzhao Yin, Can Li
2024 J jnl
A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection.
CoRR
Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, X. Sharon Hu, Yiyu Shi
2024 J jnl
CAMASim: A Comprehensive Simulation Framework for Content-Addressable Memory based Accelerators.
CoRR
Mengyuan Li, Shiyi Liu, Mohammad Mehdi Sharifi, X. Sharon Hu
2024 J jnl
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search.
CoRR
Guangyu Meng, Ruyu Zhou, Liu Liu, Peixian Liang, Fang Liu, Danny Chen, Michael T. Niemier, X. Sharon Hu
2024 J jnl
Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design.
IEEE Trans. Circuits Syst. II Express Briefs
Xiaoxuan Yang, Zhangyang Wang, X. Sharon Hu, Chris H. Kim, Shimeng Yu, Miroslav Pajic, Rajit Manohar, Yiran Chen, Hai Helen Li
2024 J jnl
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge.
CoRR
Ruiyang Qin, Dancheng Liu, Gelei Xu, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2023 J jnl
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals.
ACM J. Emerg. Technol. Comput. Syst.
Mingdai Yang, Qiuwen Lou, Ramin Rajaei, Mohammad Reza Jokar, Junyi Qiu, Yuming Liu, Aditi Udupa, Frederic T. Chong, John M. Dallesasse, Milton Feng, Lynford L. Goddard, X. Sharon Hu, Yanjing Li
2023 A conf
Invited Paper: Algorithm/Hardware Co-Design for Few-Shot Learning at the Edge.
ICCAD
Ann Franchesca Laguna, Mohammad Mehdi Sharifi, Dayane Reis, Liu Liu, Andrew Hennessee, Clayton O'Dell, Ian O'Connor, Michael T. Niemier, X. Sharon Hu
2023 J jnl
Micro/Nano Circuits and Systems Design and Design Automation: Challenges and Opportunities.
Proc. IEEE
Gert Cauwenberghs, Jason Cong, X. Sharon Hu, Siddharth Joshi, Subhasish Mitra, Wolfgang Porod, H.-S. Philip Wong
2023 A conf
SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search.
ICCAD
Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin
2023 J jnl
SEE-MCAM: Scalable Multi-bit FeFET Content Addressable Memories for Energy Efficient Associative Search.
CoRR
Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin
2022 A conf
Associative Memory Based Experience Replay for Deep Reinforcement Learning.
ICCAD
Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu
2022 J jnl
Associative Memory Based Experience Replay for Deep Reinforcement Learning.
CoRR
Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu
2022 — conf
Cleaved-Gate Ferroelectric FET for Reliable Multi-Level Cell Storage.
IRPS
Navjeet Bagga, Kai Ni, Nitanshu Chauhan, Om Prakash, X. Sharon Hu, Hussam Amrouch
2022 J jnl
Data-Driven Deep Supervision for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Suraj Mishra, Yizhe Zhang, Danny Z. Chen, X. Sharon Hu
2022 — conf
Data-Driven Deep Supervision for Skin Lesion Classification.
MICCAI (1)
Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen
2022 J jnl
Data-Driven Deep Supervision for Skin Lesion Classification.
CoRR
Suraj Mishra, Yizhe Zhang, Li Zhang, Tianyu Zhang, X. Sharon Hu, Danny Z. Chen
2022 J jnl
Experimentally realized memristive memory augmented neural network.
CoRR
Ruibin Mao, Bo Wen, Yahui Zhao, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, X. Sharon Hu, Xia Sheng, Catherine E. Graves, John Paul Strachan, Can Li
2022 J jnl
FeFET Multi-Bit Content-Addressable Memories for In-Memory Nearest Neighbor Search.
IEEE Trans. Computers
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Xunzhao Yin, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu
2022 J jnl
Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines.
CoRR
Yixin Xu, Zijian Zhao, Yi Xiao, Tongguang Yu, Halid Mulaosmanovic, Dominik Kleimaier, Stefan Dünkel, Sven Beyer, Xiao Gong, Rajiv V. Joshi, X. Sharon Hu, Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti, Eric Homan, Sumitha George, Vijaykrishnan Narayanan, Kai Ni
2022 J jnl
Image Complexity Guided Network Compression for Biomedical Image Segmentation.
ACM J. Emerg. Technol. Comput. Syst.
Suraj Mishra, Danny Z. Chen, X. Sharon Hu
2022 A* conf
ODHD: one-class brain-inspired hyperdimensional computing for outlier detection.
DAC
Ruixuan Wang, Xun Jiao, X. Sharon Hu
2022 A* conf
iMARS: an in-memory-computing architecture for recommendation systems.
DAC
Mengyuan Li, Ann Franchesca Laguna, Dayane Reis, Xunzhao Yin, Michael T. Niemier, X. Sharon Hu
2021 A conf
A Flash-Based Multi-Bit Content-Addressable Memory with Euclidean Squared Distance.
ISLPED
Arman Kazemi, Shubham Sahay, Ayush Saxena, Mohammad Mehdi Sharifi, Michael T. Niemier, X. Sharon Hu
2021 — conf
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals.
ACM Great Lakes Symposium on VLSI
Mingdai Yang, Mohammad Reza Jokar, Junyi Qiu, Qiuwen Lou, Yuming Liu, Aditi Udupa, Frederic T. Chong, John M. Dallesasse, Milton Feng, Lynford L. Goddard, X. Sharon Hu, Yanjing Li
2021 A conf
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories.
ISLPED
Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David M. Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato
2021 J jnl
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories.
CoRR
Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato
2021 A* conf
INVITED: kCC-Net for Compression of Biomedical Image Segmentation Networks.
DAC
Suraj Mishra, Danny Z. Chen, X. Sharon Hu
2021 J jnl
Image Complexity Guided Network Compression for Biomedical Image Segmentation.
CoRR
Suraj Mishra, Danny Z. Chen, X. Sharon Hu
2021 A conf
In-Memory Computing based Accelerator for Transformer Networks for Long Sequences.
DATE
Ann Franchesca Laguna, Arman Kazemi, Michael T. Niemier, X. Sharon Hu
2021 A conf
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories.
DATE
Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael T. Niemier, X. Sharon Hu
2021 A conf
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing.
ISLPED
Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani
2021 J jnl
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing.
CoRR
Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani
2021 — conf
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation.
ISBI
Suraj Mishra, Danny Z. Chen, X. Sharon Hu
2021 J jnl
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation.
CoRR
Suraj Mishra, Danny Z. Chen, X. Sharon Hu
2021 Misc conf
Towards scalable, secure, and smart mission-critical IoT systems: review and vision.
EMSOFT
Xiaolong Guo, Song Han, X. Sharon Hu, Xun Jiao, Yier Jin, Fanxin Kong, Michael Lemmon
2020 Misc conf
Algorithmic Acceleration of B/FV-Like Somewhat Homomorphic Encryption for Compute-Enabled RAM.
SAC
Jonathan Takeshita, Dayane Reis, Ting Gong, Michael T. Niemier, X. Sharon Hu, Taeho Jung
2020 J jnl
Editorial: A Message from the New Editor-in-Chief.
ACM Trans. Design Autom. Electr. Syst.
X. Sharon Hu
2017 — conf
A Spin-Orbit Torque based Cellular Neural Network (CNN) Architecture.
ACM Great Lakes Symposium on VLSI
Yu Bai, X. Sharon Hu, Ronald F. DeMara, Mingjie Lin