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Zhenge Jia
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 29
Top Topics
Atrial Fibrillation
Cooperative
Neural Network
Health Monitoring
Top Venues
CoRR
Nat. Mac. Intell.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
CODES+ISSS
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Publications
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Mengying Zhao
,
Zhaoyan Shen
,
Zhenge Jia
,
Zhaohui Peng
,
Xiaojun Cai
Course Reform Incorporating Ideological and Political Education in Computer Organization and Design.
ACM TUR-C
(2024)
Ruiyang Qin
,
Zheyu Yan
,
Dewen Zeng
,
Zhenge Jia
,
Dancheng Liu
,
Jianbo Liu
,
Zhi Zheng
,
Ningyuan Cao
,
Kai Ni
,
Jinjun Xiong
,
Yiyu Shi
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
CoRR
(2024)
Ruiyang Qin
,
Dancheng Liu
,
Zheyu Yan
,
Zhaoxuan Tan
,
Zixuan Pan
,
Zhenge Jia
,
Meng Jiang
,
Ahmed Abbasi
,
Jinjun Xiong
,
Yiyu Shi
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
CoRR
(2024)
Zhenge Jia
,
Dawei Li
,
Cong Liu
,
Liqi Liao
,
Xiaowei Xu
,
Lichuan Ping
,
Yiyu Shi
TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
43 (1) (2024)
Ruiyang Qin
,
Jun Xia
,
Zhenge Jia
,
Meng Jiang
,
Ahmed Abbasi
,
Peipei Zhou
,
Jingtong Hu
,
Yiyu Shi
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis.
CoRR
(2023)
Zhenge Jia
,
Dawei Li
,
Xiaowei Xu
,
Na Li
,
Feng Hong
,
Lichuan Ping
,
Yiyu Shi
Life-threatening ventricular arrhythmia detection challenge in implantable cardioverter-defibrillators.
Nat. Mac. Intell.
5 (5) (2023)
Zhenge Jia
,
Jianxu Chen
,
Xiaowei Xu
,
John N. Kheir
,
Jingtong Hu
,
Han Xiao
,
Sui Peng
,
Xiaobo Sharon Hu
,
Danny Ziyi Chen
,
Yiyu Shi
The importance of resource awareness in artificial intelligence for healthcare.
Nat. Mac. Intell.
5 (7) (2023)
Zhenge Jia
,
Dawei Li
,
Cong Liu
,
Liqi Liao
,
Xiaowei Xu
,
Lichuan Ping
,
Yiyu Shi
TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection.
CoRR
(2023)
Tsung-Han Kuo
,
Zhenge Jia
,
Tei-Wei Kuo
,
Jingtong Hu
BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging.
CoRR
(2023)
Zhenge Jia
,
Yiyu Shi
Demo: Addressing Inter-Intra Patient Variability via Personalized Meta-Federated Learning in IoT-Enabled Health Monitoring.
CHASE
(2023)
Zhenge Jia
,
Xiaowei Xu
,
Jingtong Hu
,
Yiyu Shi
Low-power object-detection challenge on unmanned aerial vehicles.
Nat. Mac. Intell.
4 (12) (2022)
Kacper Wardega
,
Wenchao Li
,
Hyoseung Kim
,
Yawen Wu
,
Zhenge Jia
,
Jingtong Hu
Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices.
DATE
(2022)
Qing Lu
,
Zhenge Jia
,
Jingtong Hu
,
Yiyu Shi
ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators.
CHASE
(2022)
Zhenge Jia
,
Yiyu Shi
,
Jingtong Hu
Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (12) (2022)
Yawen Wu
,
Zhenge Jia
,
Fei Fang
,
Jingtong Hu
Cooperative Communication Between Two Transiently Powered Sensor Nodes by Reinforcement Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (1) (2022)
Zhenge Jia
,
Yiyu Shi
,
Jingtong Hu
,
Lei Yang
,
Benjamin Nti
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System.
CoRR
(2022)
Zhenge Jia
,
Yiyu Shi
,
Samir Saba
,
Jingtong Hu
On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection.
ACM Trans. Embed. Comput. Syst.
20 (5s) (2021)
Zhenge Jia
,
Feng Hong
,
Lichuan Ping
,
Yiyu Shi
,
Jingtong Hu
Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks.
DAC
(2021)
Zhepeng Wang
,
Yawen Wu
,
Zhenge Jia
,
Yiyu Shi
,
Jingtong Hu
Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs.
ASP-DAC
(2021)
Zhenge Jia
,
Zhepeng Wang
,
Feng Hong
,
Lichuan Ping
,
Yiyu Shi
,
Jingtong Hu
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs.
IJCAI
(2021)
Zhenge Jia
,
Zhepeng Wang
,
Feng Hong
,
Lichuan Ping
,
Yiyu Shi
,
Jingtong Hu
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems.
CoRR
(2020)
Yawen Wu
,
Zhepeng Wang
,
Zhenge Jia
,
Yiyu Shi
,
Jingtong Hu
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices.
CoRR
(2020)
Yawen Wu
,
Zhepeng Wang
,
Zhenge Jia
,
Yiyu Shi
,
Jingtong Hu
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices.
DAC
(2020)
Zhenge Jia
,
Zhepeng Wang
,
Feng Hong
,
Lichuan Ping
,
Yiyu Shi
,
Jingtong Hu
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems.
ICCAD
(2020)
Keni Qiu
,
Mengying Zhao
,
Zhenge Jia
,
Jingtong Hu
,
Chun Jason Xue
,
Kaisheng Ma
,
Xueqing Li
,
Yongpan Liu
,
Vijaykrishnan Narayanan
Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems.
ACM Great Lakes Symposium on VLSI
(2020)
Yawen Wu
,
Zhenge Jia
,
Fei Fang
,
Jingtong Hu
Cooperative communication between two transiently powered sensors by reinforcement learning: work-in-progress.
CODES+ISSS
(2019)
Mimi Xie
,
Yawen Wu
,
Zhenge Jia
,
Jingtong Hu
In-memory AES Implementation for Emerging Non-Volatile Main Memory.
ISVLSI
(2019)
Zhenge Jia
,
Yawen Wu
,
Jingtong Hu
Q-learning based routing for transiently powered wireless sensor network: work-in-progress.
CODES+ISSS
(2019)
Yawen Wu
,
Yinan Sun
,
Zhenge Jia
,
Lefan Zhang
,
Yongpan Liu
,
Jingtong Hu
Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper).
RSP
(2018)