Zongwei Zhu

73 papers A* 4A 5B 6C 8Journal 38Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
CSCL: Bridging the plasticity-stability gap in continuous supervised contrastive learning.
Neural Networks
Yi Xiong, Liqi Xiang, Qianyue Cao, Zongwei Zhu, Zirui Lian, Jing Cao, Xuehai Zhou
2026 J jnl
MultiLens: A Multiobjective Adaptive DVFS Framework for Energy-Efficient DNN Inference.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jiawei Geng, Zongwei Zhu, Weihong Liu, Xuehai Zhou
2026 A* conf
PPFL: A Parameter Behavior-Driven Plug-in Personalization Engine for Federated Learning.
AAAI
Qianyue Cao, Zongwei Zhu, Zirui Lian, Rui Zhang, Boyu Li, Yi Xiong, Xuehai Zhou
2025 J jnl
A Lightweight I/O Throttling Service to Improve the User Experience of Mobile Devices.
IEEE Trans. Serv. Comput.
Changlong Li, Zongwei Zhu, Yuyangjun Lu, Chao Wang, Xuehai Zhou, Edwin Hsing-Mean Sha
2025 A conf
Archer: Adaptive Memory Compression with Page-Association-Rule Awareness for High-Speed Response of Mobile Devices.
FAST
Changlong Li, Zongwei Zhu, Chao Wang, Fangming Liu, Fei Xu, Edwin H.-M. Sha, Xuehai Zhou
2025 J jnl
Compass: Mapping Space Exploration for Multi-Chiplet Accelerators Targeting LLM Inference Serving Workloads.
CoRR
Boyu Li, Zongwei Zhu, Yi Xiong, Qianyue Cao, Jiawei Geng, Xiaonan Zhang, Xi Li
2025 J jnl
Freezing-based Memory and Process Co-design for User Experience on Resource-limited Mobile Devices.
ACM Trans. Comput. Syst.
Changlong Li, Zongwei Zhu, Chun Jason Xue, Yu Liang, Rachata Ausavarungnirun, Liang Shi, Xuehai Zhou
2025 J jnl
HaloFL: Efficient Heterogeneity-Aware Federated Learning Through Optimal Submodel Extraction and Dynamic Sparse Adjustment.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zirui Lian, Qianyue Cao, Chao Liang, Jing Cao, Zongwei Zhu, Zhi Yang, Cheng Ji, Changlong Li, Xuehai Zhou
2025 J jnl
HeterScale: A hierarchical task scheduling framework for intelligent edge collaboration in IIOT.
J. Syst. Archit.
Rui Zhang, Weihong Liu, Zongwei Zhu, Yulong Zu, Xiaonan Zhang
2025 J jnl
Magnifier: A Chiplet Feature-Aware Test Case Generation Method for Deep Learning Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Boyu Li, Zongwei Zhu, Weihong Liu, Qianyue Cao, Changlong Li, Cheng Ji, Xi Li, Xuehai Zhou
2025 A conf
MedFS: Pursuing Low Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Device.
FAST
Chao Wu, Cheng Ji, Li-Pin Chang, Zongwei Zhu, Congming Gao, Weichao Guo, Chao Yu, Yanzhi Wang
2024 J jnl
Ace-Sniper: Cloud-Edge Collaborative Scheduling Framework With DNN Inference Latency Modeling on Heterogeneous Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weihong Liu, Jiawei Geng, Zongwei Zhu, Yang Zhao, Cheng Ji, Changlong Li, Zirui Lian, Xuehai Zhou
2024 J jnl
Arch2End: Two-Stage Unified System-Level Modeling for Heterogeneous Intelligent Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weihong Liu, Zongwei Zhu, Boyu Li, Yi Xiong, Zirui Lian, Jiawei Geng, Xuehai Zhou
2024 A conf
EPipe: Pipeline Inference Framework with High-quality Offline Parallelism Planning for Heterogeneous Edge Devices.
ICCAD
Yi Xiong, Weihong Liu, Rui Zhang, Yulong Zu, Zongwei Zhu, Xuehai Zhou
2024 J jnl
FedStar: Efficient Federated Learning on Heterogeneous Communication Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jing Cao, Ran Wei, Qianyue Cao, Yongchun Zheng, Zongwei Zhu, Cheng Ji, Xuehai Zhou
2024 J jnl
GOFL: An Accurate and Efficient Federated Learning Framework Based on Gradient Optimization in Heterogeneous IoT Systems.
IEEE Internet Things J.
Zirui Lian, Jing Cao, Zongwei Zhu, Xuehai Zhou, Weihong Liu
2024 J jnl
Heter-Train: A Distributed Training Framework Based on Semi-Asynchronous Parallel Mechanism for Heterogeneous Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Jiawei Geng, Jing Cao, Haipeng Jia, Zongwei Zhu, Hai Fang, Chengxi Gao, Cheng Ji, Gangyong Jia, Guangjie Han, Xuehai Zhou
2024 J jnl
MultiRuler: A Multi-Dimensional Resource Modeling Method for Embedded Intelligent Systems of Autonomous Driving.
IEEE Trans. Veh. Technol.
Youqing Xu, Boyu Li, Zongwei Zhu, Weihong Liu, Gangyong Jia, Guangjie Han, Xi Li
2024 J jnl
NebulaFL: Self-Organizing Efficient Multilayer Federated Learning Framework With Adaptive Load Tuning in Heterogeneous Edge Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zirui Lian, Jing Cao, Qianyue Cao, Weihong Liu, Zongwei Zhu, Xuehai Zhou
2024 A* conf
PowerLens: An Adaptive DVFS Framework for Optimizing Energy Efficiency in Deep Neural Networks.
DAC
Jiawei Geng, Zongwei Zhu, Weihong Liu, Xuehai Zhou, Boyu Li
2024 J jnl
Subpixel Feature Pyramid Network for Multiscale Ship Detection in Synthetic Aperture Radar Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ming Liu, Biao Hou, Bo Ren, Licheng Jiao, Zhi Yang, Zongwei Zhu
2023 J jnl
Ability-aware knowledge distillation for resource-constrained embedded devices.
J. Syst. Archit.
Yi Xiong, Wenjie Zhai, Xueyong Xu, Jinchen Wang, Zongwei Zhu, Cheng Ji, Jing Cao
2023 A conf
ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices.
EuroSys
Changlong Li, Yu Liang, Rachata Ausavarungnirun, Zongwei Zhu, Liang Shi, Chun Jason Xue
2023 A conf
MIATS: A Chinese Spelling Error Correction Algorithm Based on Multimodal Information Alignment of Three-Towers Structure.
ECAI
Guochao Zhao, Yan Guo, Jia Tang, Zongwei Zhu, Guixing Wu
2023 B conf
Transparent File Deduplication with Reduced Update Cost on Encryption Enabled Mobile Devices.
ICPADS
Junbin Ren, Cheng Ji, Weiwei Jin, Chao Yu, Weichao Guo, Yajuan Du, Zongwei Zhu
2023 J jnl
iAware: Interaction Aware Task Scheduling for Reducing Resource Contention in Mobile Systems.
ACM Trans. Embed. Comput. Syst.
Yongchun Zheng, Changlong Li, Yi Xiong, Weihong Liu, Cheng Ji, Zongwei Zhu, Lichen Yu
2022 J jnl
DeltaFS: Pursuing Zero Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Devices.
CoRR
Chao Wu, Cheng Ji, Geng Yuan, Riwei Pan, Weichao Guo, Chao Yu, Zongwei Zhu, Yanzhi Wang
2022 — conf
Difference-Adaptive Knowledge Distillation for Resource-Constrained Embedded Devices.
HPCC/DSS/SmartCity/DependSys
Yi Xiong, Wenjie Zhai, Zongwei Zhu
2022 C conf
FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems.
ICCD
Zirui Lian, Weihong Liu, Jing Cao, Zongwei Zhu, Xuehai Zhou
2022 J jnl
Juggler-ResNet: A Flexible and High-Speed ResNet Optimization Method for Intrusion Detection System in Software-Defined Industrial Networks.
IEEE Trans. Ind. Informatics
Zongwei Zhu, Wenjie Zhai, Huanghe Liu, Jiawei Geng, Mingliang Zhou, Cheng Ji, Gangyong Jia
2022 J jnl
Module Against Power Consumption Attacks for Trustworthiness of Vehicular AI Chips in Wide Temperature Range.
Int. J. Pattern Recognit. Artif. Intell.
Zongwei Zhu, Jiawei Geng, Mingliang Zhou, Bin Fang
2022 A* conf
Sniper: cloud-edge collaborative inference scheduling with neural network similarity modeling.
DAC
Weihong Liu, Jiawei Geng, Zongwei Zhu, Jing Cao, Zirui Lian
2022 J jnl
Task-aware swapping for efficient DNN inference on DRAM-constrained edge systems.
Int. J. Intell. Syst.
Cheng Ji, Zongwei Zhu, Xianmin Wang, Wenjie Zhai, Xuemei Zong, Anqi Chen, Mingliang Zhou
2021 C conf
AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems.
ICCD
Zirui Lian, Jing Cao, Yanru Zuo, Weihong Liu, Zongwei Zhu
2021 A* conf
HADFL: Heterogeneity-aware Decentralized Federated Learning Framework.
DAC
Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji
2021 J jnl
HADFL: Heterogeneity-aware Decentralized Federated Learning Framework.
CoRR
Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji
2021 J jnl
Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems.
J. Syst. Archit.
Cheng Ji, Fan Wu, Zongwei Zhu, Li-Pin Chang, Huanghe Liu, Wenjie Zhai
2021 C conf
SAP-SGD: Accelerating Distributed Parallel Training with High Communication Efficiency on Heterogeneous Clusters.
CLUSTER
Jing Cao, Zongwei Zhu, Xuehai Zhou
2021 — conf
Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning.
ISPA/BDCloud/SocialCom/SustainCom
Xiaorui Zhu, Lei Gong, Zongwei Zhu, Xuehai Zhou
2020 — conf
A Fuzzy Fan Speed Controller for Smart Data Processing Device.
iThings/GreenCom/CPSCom/SmartData/Cybermatics
Juntao Ding, Weihong Liu, Zongwei Zhu, Renyu Zhang, Jing Cao, Gangyong Jia
2020 — conf
Application of Gaussian Fuzzy Number in Quantitative Analysis of Fault Tree in the Stacker Crane System.
ISBDAI
Zhonghua Shen, Zongwei Zhu
2020 J jnl
Highly secure edge-intelligent electric motorcycle management system for elevators.
J. Cloud Comput.
Zongwei Zhu, Jing Cao, Tiancheng Hao, Wenjie Zhai, Bin Sun, Gangyong Jia, Ming Li
2020 J jnl
Inspection and Characterization of App File Usage in Mobile Devices.
ACM Trans. Storage
Cheng Ji, Riwei Pan, Li-Pin Chang, Liang Shi, Zongwei Zhu, Yu Liang, Tei-Wei Kuo, Chun Jason Xue
2020 — conf
Key Location Discovery of Underground Personnel Trajectory Based on Edge Computing.
MobiCASE
Jinjin Zhao, Xiangyu Zou, Yu Zhang, Youya Gu, Fan Wu, Zongwei Zhu
2020 — conf
Machine Learning Agricultural Application Based on the Secure Edge Computing Platform.
ML4CS (1)
Fan Wu, Zhuoqun Xu, Huanghe Liu, Zongwei Zhu
2020 — conf
Machine Learning Assisted OSP Approach for Improved QoS Performance on 3D Charge-Trap Based SSDs.
ML4CS (3)
Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang
2020 J jnl
Machine learning assisted OSP approach for improved QoS performance on 3D charge-trap based SSDs.
Int. J. Intell. Syst.
Zongwei Zhu, Chao Wu, Cheng Ji, Xianmin Wang
2020 J jnl
Modified DenseNet for Automatic Fabric Defect Detection With Edge Computing for Minimizing Latency.
IEEE Internet Things J.
Zongwei Zhu, Guangjie Han, Gangyong Jia, Lei Shu
2020 J jnl
Multi-Modal Pedestrian Trajectory Prediction for Edge Agents Based on Spatial-Temporal Graph.
IEEE Access
Xiangyu Zou, Bin Sun, Duan Zhao, Zongwei Zhu, Jinjin Zhao, Yong-Xin He
2020 — conf
Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems.
HPCC/DSS/SmartCity
Fan Wu, Huanghe Liu, Zongwei Zhu, Cheng Ji, Chun Jason Xue
2020 J jnl
PHDFS: Optimizing I/O performance of HDFS in deep learning cloud computing platform.
J. Syst. Archit.
Zongwei Zhu, Luchao Tan, Yinzhen Li, Cheng Ji
2019 J jnl
A Hardware and Software Task-Scheduling Framework Based on CPU+FPGA Heterogeneous Architecture in Edge Computing.
IEEE Access
Zongwei Zhu, Junneng Zhang, Jinjin Zhao, Jing Cao, Duan Zhao, Gangyong Jia, Qingyong Meng
2019 J jnl
A Thread-Oriented Memory Resource Management Framework for Mobile Edge Computing.
IEEE Access
Zongwei Zhu, Fan Wu, Jing Cao, Xi Li, Gangyong Jia
2019 — conf
Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server.
HPCC/SmartCity/DSS
Huihuang Yu, Zongwei Zhu, Xianglan Chen, Yuming Cheng, Yahui Hu, Xi Li
2019 J jnl
Analysis of the Effect of the Reliability of the NB-Iot Network on the Intelligent System.
IEEE Access
Gangyong Jia, Yujie Zhu, Youhuizi Li, Zongwei Zhu, Li Zhou
2019 J jnl
Joint Time Switching and Transmission Scheduling for Wireless-Powered Body Area Networks.
Mob. Inf. Syst.
Jiaming Zhu, Guopeng Zhang, Zongwei Zhu, Kun Yang
2019 J jnl
Spark-Based Parallel Genetic Algorithm for Simulating a Solution of Optimal Deployment of an Underwater Sensor Network.
Sensors
Peng Liu, Shuai Ye, Can Wang, Zongwei Zhu
2018 C conf
Delayed Wake-Up Mechanism Under Suspend Mode of Smartphone.
CollaborateCom
Bo Chen, Xi Li, Xuehai Zhou, Zongwei Zhu
2018 J jnl
Impacts of Memory Address Mapping Scheme on Reducing DRAM Self-Refresh Power for Mobile Computing Devices.
IEEE Access
Zongwei Zhu, Jing Cao, Xi Li, Junneng Zhang, Youqing Xu, Gangyong Jia
2016 J jnl
Memory Power Optimization on Different Memory Address Mapping Schemas.
J. Inf. Sci. Eng.
Zongwei Zhu, Yanjun Hu, Xi Li, Xuehai Zhou
2014 B conf
A Thread Behavior-Based Memory Management Framework on Multi-core Smartphone.
ICECCS
Zongwei Zhu, Xi Li, Hengchang Liu, Cheng Ji, Yuan Xu, Xuehai Zhou, Beilei Sun
2014 — conf
Application-aware group scheduler for Android.
ICADIWT
Zongwei Zhu, Beilei Sun, Xi Li, Xuehai Zhou
2014 B conf
Behavior Gaps and Relations between Operating System and Applications on Accessing DRAM.
ICECCS
Beilei Sun, Xi Li, Zongwei Zhu, Xuehai Zhou
2014 C conf
Kernel-User Space Separation in DRAM Memory.
ISPA
Xi Li, Beilei Sun, Zongwei Zhu, Chao Wang, Xuehai Zhou
2014 J jnl
Memory power optimisation on low-bit multi-access cross memory address mapping schema.
Int. J. Embed. Syst.
Zongwei Zhu, Xi Li, Chao Wang, Xuehai Zhou
2014 B conf
Memory power optimization on different memory address mapping schemas.
RTCSA
Zongwei Zhu, Xi Li, Chao Wang, Xuehai Zhou
2014 — conf
Towards Energy Optimization Based on Delay-Sensitive Traffic for WiFi Network.
UIC/ATC/ScalCom
Bo Chen, Xi Li, Xuehai Zhou, Tengfu Liu, Zongwei Zhu
2013 C conf
Power-aware buddy system and task group scheduler.
ISCAS
Xi Li, Zongwei Zhu, Gangyong Jia, Xuehai Zhou
2012 B conf
Behavior Aware Data Locality for Caches.
ICPADS
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
2012 C conf
Cache Promotion Policy Using Re-reference Interval Prediction.
CLUSTER
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
2012 B conf
Frequency Affinity: Analyzing and Maximizing Power Efficiency in Multi-core Systems.
MASCOTS
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
2012 C conf
Memory Affinity: Balancing Performance, Power, Thermal and Fairness for Multi-core Systems.
CLUSTER
Gangyong Jia, Xi Li, Chao Wang, Xuehai Zhou, Zongwei Zhu
2012 — conf
Share memory aware scheduler: balancing performance and fairness.
ACM Great Lakes Symposium on VLSI
Xi Li, Gangyong Jia, Yun Chen, Zongwei Zhu, Xuehai Zhou