Zhenge Jia

48 papers A* 7A 5B 2C 2Misc 2Journal 19Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
15.3 A 65nm Uncertainty-Quantifiable Ventricular Arrhythmia Detection Engine with 1.75µJ Per Inference.
ISSCC
Jianbo Liu, Zephan M. Enciso, Boyang Cheng, Likai Pei, Steven Davis, Yifan Qin, Zhenge Jia, Xiaobo Sharon Hu, Yiyu Shi, Ningyuan Cao
2025 — conf
A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection.
ASP-DAC
Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, Xiaobo Sharon Hu, Yiyu Shi
2025 A* conf
DiffECG: Diffusion Model-Powered Label-Efficient and Personalized Arrhythmia Diagnosis.
IJCAI
Tianren Zhou, Zhenge Jia, Dongxiao Yu, Zhaoyan Shen
2025 J jnl
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
ACM Trans. Design Autom. Electr. Syst.
Ruiyang Qin, Dancheng Liu, Chenhui Xu, Zheyu Yan, Zhaoxuan Tan, Zhenge Jia, Amir Nassereldine, Jiajie Li, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2025 A* conf
Enabling On-Tiny-Device Model Personalization via Gradient Condensing and Alternant Partial Update.
DAC
Zhenge Jia, Yiyang Shi, Zeyu Bao, Zirui Wang, Xin Pang, Huiguo Liu, Yu Duan, Zhaoyan Shen, Mengying Zhao
2025 — conf
Exploiting Large Language Models for Software-Defined Solid-State Drives Design.
APPT
Qian Wei, Zehao Chen, Tianren Zhou, Wenbin Zhu, Zhenge Jia, Mengying Zhao, Zhaoyan Shen
2025 — conf
Fair Dermatological Disease Diagnosis Through Auto-weighted Federated Learning and Performance-Aware Personalization.
FAIMI@MICCAI
Gelei Xu, Yawen Wu, Zhenge Jia, Jingtong Hu, Yiyu Shi
2025 C conf
QC-CNN: Highly Quantized Compressive CNN for Efficient Ventricular Arrhythmia Detection in Implantable Cardioverter Defibrillators.
ISCAS
Zining Wang, Jian Gao, Weidong Cao, Zhenge Jia, Yiyu Shi, Xuan Zhang
2025 — conf
Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective.
BIBM
Zixuan Pan, Jun Xia, Zheyu Yan, Guoyue Xu, Yifan Qin, Xueyang Li, Yawen Wu, Zhenge Jia, Jianxu Chen, Yiyu Shi
2025 A* conf
Routability-aware Packing for High-density Nonvolatile FPGAs.
DAC
Huichuan Zheng, Yuqing Xiong, Jian Zuo, Hao Zhang, Zhenge Jia, Mengying Zhao
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 — conf
A Reconfigurable Bandpass Filter with Ferroelectric Devices for Intracardiac Electrograms Monitoring.
MWSCAS
Jianwei Jia, Zhenge Jia, Omkar Phadke, Gihun Choe, Yiyu Shi, Shimeng Yu
2024 — conf
Course Reform Incorporating Ideological and Political Education in Computer Organization and Design.
ACM TUR-C
Mengying Zhao, Zhaoyan Shen, Zhenge Jia, Zhaohui Peng, Xiaojun Cai
2024 J jnl
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
CoRR
Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2024 A* conf
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis.
DAC
Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
2024 — conf
FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis.
MICCAI (10)
Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi
2024 A conf
Federation-Paced Learning: Towards Efficient Federated Learning with Synchronized Pace.
ECAI
Tingting Zhang, Mei Cao, Zhenge Jia, Jianbo Lu, Zhaoyan Shen, Dongxiao Yu, Mengying Zhao
2024 J jnl
Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhenge Jia, Tianren Zhou, Zheyu Yan, Jingtong Hu, Yiyu Shi
2024 J jnl
Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective.
CoRR
Zixuan Pan, Jun Xia, Zheyu Yan, Guoyue Xu, Yawen Wu, Zhenge Jia, Jianxu Chen, Yiyu Shi
2024 A conf
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
ICCAD
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 J jnl
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
CoRR
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 J jnl
TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi
2024 A conf
Towards Uncertainty-Quantifiable Biomedical Intelligence: Mixed-signal Compute-in-Entropy for Bayesian Neural Networks.
ICCAD
Likai Pei, Yifan Qin, Zephan M. Enciso, Boyang Cheng, Jianbo Liu, Steven Davis, Zhenge Jia, Michael T. Niemier, Yiyu Shi, Xiaobo Sharon Hu, Ningyuan Cao
2023 J jnl
BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging.
CoRR
Tsung-Han Kuo, Zhenge Jia, Tei-Wei Kuo, Jingtong Hu
2023 B conf
Demo: Addressing Inter-Intra Patient Variability via Personalized Meta-Federated Learning in IoT-Enabled Health Monitoring.
CHASE
Zhenge Jia, Yiyu Shi
2023 J jnl
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis.
CoRR
Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
2023 J jnl
Life-threatening ventricular arrhythmia detection challenge in implantable cardioverter-defibrillators.
Nat. Mac. Intell.
Zhenge Jia, Dawei Li, Xiaowei Xu, Na Li, Feng Hong, Lichuan Ping, Yiyu Shi
2023 J jnl
The importance of resource awareness in artificial intelligence for healthcare.
Nat. Mac. Intell.
Zhenge Jia, Jianxu Chen, Xiaowei Xu, John N. Kheir, Jingtong Hu, Han Xiao, Sui Peng, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
2023 J jnl
TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection.
CoRR
Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi
2022 J jnl
Cooperative Communication Between Two Transiently Powered Sensor Nodes by Reinforcement Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu
2022 J jnl
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System.
CoRR
Zhenge Jia, Yiyu Shi, Jingtong Hu, Lei Yang, Benjamin Nti
2022 B conf
ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators.
CHASE
Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi
2022 J jnl
Low-power object-detection challenge on unmanned aerial vehicles.
Nat. Mac. Intell.
Zhenge Jia, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2022 A conf
Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices.
DATE
Kacper Wardega, Wenchao Li, Hyoseung Kim, Yawen Wu, Zhenge Jia, Jingtong Hu
2022 J jnl
Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhenge Jia, Yiyu Shi, Jingtong Hu
2021 A* conf
Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks.
DAC
Zhenge Jia, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2021 A* conf
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs.
IJCAI
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2021 — conf
Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs.
ASP-DAC
Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu
2021 J jnl
On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection.
ACM Trans. Embed. Comput. Syst.
Zhenge Jia, Yiyu Shi, Samir Saba, Jingtong Hu
2020 — conf
Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems.
ACM Great Lakes Symposium on VLSI
Keni Qiu, Mengying Zhao, Zhenge Jia, Jingtong Hu, Chun Jason Xue, Kaisheng Ma, Xueqing Li, Yongpan Liu, Vijaykrishnan Narayanan
2020 A* conf
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices.
DAC
Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
2020 J jnl
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices.
CoRR
Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
2020 J jnl
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems.
CoRR
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2020 A conf
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems.
ICCAD
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2019 Misc conf
Cooperative communication between two transiently powered sensors by reinforcement learning: work-in-progress.
CODES+ISSS
Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu
2019 — conf
In-memory AES Implementation for Emerging Non-Volatile Main Memory.
ISVLSI
Mimi Xie, Yawen Wu, Zhenge Jia, Jingtong Hu
2019 Misc conf
Q-learning based routing for transiently powered wireless sensor network: work-in-progress.
CODES+ISSS
Zhenge Jia, Yawen Wu, Jingtong Hu
2018 C conf
Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper).
RSP
Yawen Wu, Yinan Sun, Zhenge Jia, Lefan Zhang, Yongpan Liu, Jingtong Hu