Zhenge Jia

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Atrial Fibrillation

Health Monitoring

Top Venues

Nat. Mac. Intell.

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

Publications

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)