Mimi Xie

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 47

Top Topics

Embedded Systems

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Wei Wei, Jishnu Banerjee, Sahidul Islam, Chen Pan, Mimi Xie
Energy-aware Incremental OTA Update for Flash-based Batteryless IoT Devices. CoRR (2024)
Jishnu Banerjee, Sahidul Islam, Wei Wei, Chen Pan, Mimi Xie
Autotile: Autonomous Task-tiling for Deep Inference on Battery-less Embedded System. ACM Great Lakes Symposium on VLSI (2024)
Wen Zhang, Chen Pan, Tao Liu, Jeff Jun Zhang, Mehdi Sookhak, Mimi Xie
Intelligent Networking for Energy Harvesting Powered IoT Systems. ACM Trans. Sens. Networks 20 (2) (2024)
Sahidul Islam, Seth Klupka, Ramin Mohammadi, Yu-Fang Jin, Mimi Xie
Deep Learning Based IoT System for Real-time Traffic Risk Notifications. ISQED (2024)
Shaoyi Huang, Bowen Lei, Dongkuan Xu, Hongwu Peng, Yue Sun, Mimi Xie, Caiwen Ding
Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off. DAC (2023)
Ya-sine Agrignan, Shanglin Zhou, Jun Bai, Sahidul Islam, Sheida Nabavi, Mimi Xie, Caiwen Ding
A Deep Learning Approach for Ventricular Arrhythmias Classification using Microcontroller. ISQED (2023)
Yuntong Zhang, Jingye Xu, Mimi Xie, Dakai Zhu, Houbing Song, Wei Wang
Efficient and Direct Inference of Heart Rate Variability using Both Signal Processing and Machine Learning. CHASE (2023)
Yuntong Zhang, Jingye Xu, Mimi Xie, Wei Wang, Keying Ye, Jing Wang, Dakai Zhu
PPG-based Heart Rate Estimation with Efficient Sensor Sampling and Learning Models. CoRR (2023)
Wei Wang, Kathy B. Ewoldt, Mimi Xie, Alberto M. Mestas-Nuñez, Sean Soderman, Jeffrey Wang
Virtual Summer Camp for High School Students with Disabilities - An Experience Report. SIGCSE (1) (2023)
Chen Pan, Wen Zhang, Yanzhi Wang, Mimi Xie
ELIXIR: An Expedient Connection Paradigm for Self-Powered IoT Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Yuntong Zhang, Jingye Xu, Mimi Xie, Dakai Zhu, Houbing Song, Wei Wang
Efficient and Direct Inference of Heart Rate Variability using Both Signal Processing and Machine Learning. CoRR (2023)
Shaoyi Huang, Bowen Lei, Dongkuan Xu, Hongwu Peng, Yue Sun, Mimi Xie, Caiwen Ding
Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off. CoRR (2022)
Wen Zhang, Tao Liu, Mimi Xie, Longzhuang Li, Dulal Kar, Chen Pan
Energy Harvesting Aware Multi-hop Routing Policy in Distributed IoT System Based on Multi-agent Reinforcement Learning. CoRR (2022)
Wen Zhang, Jeff Zhang, Mimi Xie, Tao Liu, Wenlu Wang, Chen Pan
M2M-Routing: Environmental Adaptive Multi-agent Reinforcement Learning based Multi-hop Routing Policy for Self-Powered IoT Systems. DATE (2022)
Wei Wei, Sahidul Islam, Jishnu Banerjee, Shanglin Zhou, Chen Pan, Caiwen Ding, Mimi Xie
An Intermittent OTA Approach to Update the DL Weights on Energy Harvesting Devices. ISQED (2022)
Wen Zhang, Tao Liu, Mimi Xie, Longzhuang Li, Dulal Kar, Chen Pan
Energy Harvesting Aware Multi-Hop Routing Policy in Distributed IoT System Based on Multi-Agent Reinforcement Learning. ASP-DAC (2022)
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
An Automatic and Efficient BERT Pruning for Edge AI Systems. ISQED (2022)
Yuntong Zhang, Jingye Xu, Mimi Xie, Wei Wang, Keying Ye, Jing Wang, Dakai Zhu
PPG-based Heart Rate Estimation with Efficient Sensor Sampling and Learning Models. HPCC/DSS/SmartCity/DependSys (2022)
Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie
EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System. CoRR (2022)
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
An Automatic and Efficient BERT Pruning for Edge AI Systems. CoRR (2022)
Wen Zhang, Mimi Xie, Caleb Scott, Chen Pan
Sparsity-Aware Intelligent Spatiotemporal Data Sensing for Energy Harvesting IoT System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie
EVE: Environmental Adaptive Neural Network Models for Low-Power Energy Harvesting System. ICCAD (2022)
Sahidul Islam, Jieren Deng, Shanglin Zhou, Chen Pan, Caiwen Ding, Mimi Xie
Enabling Fast Deep Learning on Tiny Energy-Harvesting IoT Devices. DATE (2022)
Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Yijue Wang, Sung-En Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Sanguthevar Rajasekaran, Hang Liu, Caiwen Ding
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. ACL (1) (2022)
Shanglin Zhou, Mimi Xie, Yufang Jin, Fei Miao, Caiwen Ding
An End-to-end Multi-task Object Detection using Embedded GPU in Autonomous Driving. ISQED (2021)
Sahidul Islam, Jieren Deng, Shanglin Zhou, Chen Pan, Caiwen Ding, Mimi Xie
Enabling Super-Fast Deep Learning on Tiny Energy-Harvesting IoT Devices. CoRR (2021)
Hongwu Peng, Shanglin Zhou, Scott Weitze, Jiaxin Li, Sahidul Islam, Tong Geng, Ang Li, Wei Zhang, Minghu Song, Mimi Xie, Hang Liu, Caiwen Ding
Binary Complex Neural Network Acceleration on FPGA. CoRR (2021)
Wen Zhang, Tao Liu, Mimi Xie, Jeff Jun Zhang, Chen Pan
SAC: A Novel Multi-hop Routing Policy in Hybrid Distributed IoT System based on Multi-agent Reinforcement Learning. ISQED (2021)
Jishnu Banerjee, Sahidul Islam, Wei Wei, Chen Pan, Dakai Zhu, Mimi Xie
Memory-aware Efficient Deep Learning Mechanism for IoT Devices. ASAP (2021)
Hongwu Peng, Shanglin Zhou, Scott Weitze, Jiaxin Li, Sahidul Islam, Tong Geng, Ang Li, Wei Zhang, Minghu Song, Mimi Xie, Hang Liu, Caiwen Ding
Binary Complex Neural Network Acceleration on FPGA : (Invited Paper). ASAP (2021)
Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Sung-en Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Hang Liu, Caiwen Ding
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. CoRR (2021)
Shyamala Palanisamy, Mimi Xie
Comparative Study of Persistently Secure Non-Volatile Processors Towards Designing Secure IoT Devices. IGSC (Workshops) (2020)
Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv, Ji Li, Jieyang Chen, Mimi Xie, Lipeng Wan, Hang Liu, Caiwen Ding
FTRANS: Energy-Efficient Acceleration of Transformers using FPGA. CoRR (2020)
Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv, Ji Li, Jieyang Chen, Mimi Xie, Lipeng Wan, Hang Liu, Caiwen Ding
FTRANS: energy-efficient acceleration of transformers using FPGA. ISLPED (2020)
Mimi Xie, Yawen Wu, Zhenge Jia, Jingtong Hu
In-memory AES Implementation for Emerging Non-Volatile Main Memory. ISVLSI (2019)
Chen Pan, Mimi Xie, Song Han, Zhi-Hong Mao, Jingtong Hu
Modeling and Optimization for Self-powered Non-volatile IoT Edge Devices with Ultra-low Harvesting Power. ACM Trans. Cyber Phys. Syst. 3 (3) (2019)
Mimi Xie, Chen Pan, Youtao Zhang, Jingtong Hu, Yongpan Liu, Chun Jason Xue
A Novel STT-RAM-Based Hybrid Cache for Intermittently Powered Processors in IoT Devices. IEEE Micro 39 (1) (2019)
Chen Pan, Mimi Xie, Jingtong Hu
ENZYME: An Energy-Efficient Transient Computing Paradigm for Ultralow Self-Powered IoT Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Mimi Xie, Shuangchen Li, Alvin Oliver Glova, Jingtong Hu, Yuangang Wang, Yuan Xie
AIM: Fast and energy-efficient AES in-memory implementation for emerging non-volatile main memory. DATE (2018)
Mimi Xie, Chen Pan, Mengying Zhao, Yongpan Liu, Chun Jason Xue, Jingtong Hu
Avoiding Data Inconsistency in Energy Harvesting Powered Embedded Systems. ACM Trans. Design Autom. Electr. Syst. 23 (3) (2018)
Mimi Xie, Shuangchen Li, Alvin Oliver Glova, Jingtong Hu, Yuan Xie
Securing Emerging Nonvolatile Main Memory With Fast and Energy-Efficient AES In-Memory Implementation. IEEE Trans. Very Large Scale Integr. Syst. 26 (11) (2018)
Mengying Zhao, Chenchen Fu, Zewei Li, Qing'an Li, Mimi Xie, Yongpan Liu, Jingtong Hu, Zhiping Jia, Chun Jason Xue
Stack-Size Sensitive On-Chip Memory Backup for Self-Powered Nonvolatile Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (11) (2017)
Chen Pan, Mimi Xie, Chengmo Yang, Yiran Chen, Jingtong Hu
Exploiting Multiple Write Modes of Nonvolatile Main Memory in Embedded Systems. ACM Trans. Embed. Comput. Syst. 16 (4) (2017)
Chen Pan, Mimi Xie, Jingtong Hu
Maximize energy utilization for ultra-low energy harvesting powered embedded systems. RTCSA (2017)
Chen Pan, Mimi Xie, Yongpan Liu, Yanzhi Wang, Chun Jason Xue, Yuangang Wang, Yiran Chen, Jingtong Hu
A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting. LCTES (2017)
Mimi Xie, Mengying Zhao, Chen Pan, Hehe Li, Yongpan Liu, Youtao Zhang, Chun Jason Xue, Jingtong Hu
Checkpoint aware hybrid cache architecture for NV processor in energy harvesting powered systems. CODES+ISSS (2016)
Chen Pan, Shouzhen Gu, Mimi Xie, Yongpan Liu, Chun Jason Xue, Jingtong Hu
Wear-Leveling Aware Page Management for Non-Volatile Main Memory on Embedded Systems. IEEE Trans. Multi Scale Comput. Syst. 2 (2) (2016)
Mengying Zhao, Qing'an Li, Mimi Xie, Yongpan Liu, Jingtong Hu, Chun Jason Xue
Software assisted non-volatile register reduction for energy harvesting based cyber-physical system. DATE (2015)
Mimi Xie, Mengying Zhao, Chen Pan, Jingtong Hu, Yongpan Liu, Chun Jason Xue
Fixing the broken time machine: consistency-aware checkpointing for energy harvesting powered non-volatile processor. DAC (2015)
Mimi Xie, Chen Pan, Jingtong Hu, Chengmo Yang, Yiran Chen
Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units. ASP-DAC (2015)
Chen Pan, Mimi Xie, Chengmo Yang, Zili Shao, Jingtong Hu
Nonvolatile main memory aware garbage collection in high-level language virtual machine. EMSOFT (2015)
Jingtong Hu, Mimi Xie, Chen Pan, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha
Low Overhead Software Wear Leveling for Hybrid PCM + DRAM Main Memory on Embedded Systems. IEEE Trans. Very Large Scale Integr. Syst. 23 (4) (2015)
Chen Pan, Mimi Xie, Jingtong Hu, Meikang Qiu, Qingfeng Zhuge
Wear-leveling for PCM main memory on embedded system via page management and process scheduling. RTCSA (2014)
Mimi Xie, Chen Pan, Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge
Non-volatile registers aware instruction selection for embedded systems. RTCSA (2014)
Chen Pan, Mimi Xie, Jingtong Hu, Yiran Chen, Chengmo Yang
3M-PCM: Exploiting multiple write modes MLC phase change main memory in embedded systems. CODES+ISSS (2014)