Cheng Ji

56 papers A* 2A 4B 2C 1Misc 3Journal 35Unranked 9
YearRankTypeTitle / Venue / Authors
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
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
2025 J jnl
Quality of Experience-Oriented Cloud-Edge Dynamic Adaptive Streaming: Recent Advances, Challenges, and Opportunities.
Symmetry
Wei Wang, Xuekai Wei, Wei Tao, Mingliang Zhou, Cheng Ji
2025 J jnl
Real-Time Time Series-Based Behavior Anomaly Detection and Strategic Innovation in Edge Teaching Environments.
J. Circuits Syst. Comput.
Wei Wang, Xueyong Xu, Xuekai Wei, Jun Luo, Junyu Zhang, Jinsong Wu, Cheng Ji, Mingliang Zhou
2025 J jnl
Transformer-Driven GAN for High-Fidelity Edge Clutter Generation with Spatiotemporal Joint Perception.
Symmetry
Xiaoya Zhao, Junbin Ren, Wei Tao, Anqi Chen, Xu Liu, Chao Wu, Cheng Ji, Mingliang Zhou, Xueyong Xu
2024 J jnl
A Blind Video Quality Assessment Method via Spatiotemporal Pyramid Attention.
IEEE Trans. Broadcast.
Wenhao Shen, Mingliang Zhou, Xuekai Wei, Heqiang Wang, Bin Fang, Cheng Ji, Xu Zhuang, Jason Wang, Jun Luo, Huayan Pu, Xiaoxu Huang, Shilong Wang, Huajun Cao, Yong Feng, Tao Xiang, Zhaowei Shang
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 A conf
Extending SSD Lifetime via Balancing Layer Endurance in 3D NAND Flash Memory.
DATE
Siyi Huang, Yajuan Du, Yi Fan, Cheng Ji
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
Full-Reference Image Quality Assessment Using Self-Attention and Multiscale Features.
J. Circuits Syst. Comput.
Yutong Li, Xiaofeng Liao, Mingliang Zhou, Cheng Ji, Xuekai Wei, Hong Yue
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 — conf
In-place Switch: Reprogramming based SLC Cache Design for Hybrid 3D SSDs.
NAS
Xufeng Yang, Jiancong Zheng, Cheng Ji, Congming Gao
2024 J jnl
Maximum Load Consumption Capacity Maintenance of Distributed Storage Devices Based on Time-Varying Neurodynamic Algorithm.
J. Circuits Syst. Comput.
Ziqiang Li, Youran Qu, Meng Yan, Bo Pan, Qin Mao, Cheng Ji, Wanmin Tao, Mingliang Zhou
2024 J jnl
Transformer with a Parallel Decoder for Image Captioning.
Int. J. Pattern Recognit. Artif. Intell.
Peilang Wei, Xu Liu, Jun Luo, Huayan Pu, Xiaoxu Huang, Shilong Wang, Huajun Cao, Shouhong Yang, Xu Zhuang, Jason Wang, Hong Yue, Cheng Ji, Mingliang Zhou
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 J jnl
An Android Malware Detection Method Using Multi-Feature and MobileNet.
J. Circuits Syst. Comput.
Zhiyao Yang, Xu Yang, Heng Zhang, Haipeng Jia, Mingliang Zhou, Qin Mao, Cheng Ji, Xuekai Wei
2023 A* conf
RLAlloc: A Deep Reinforcement Learning-Assisted Resource Allocation Framework for Enhanced Both I/O Throughput and QoS Performance of Multi-Streamed SSDs.
DAC
Mengquan Li, Chao Wu, Congming Gao, Cheng Ji, Kenli Li
2023 J jnl
Spatiotemporal Feature Hierarchy-Based Blind Prediction of Natural Video Quality via Transfer Learning.
IEEE Trans. Broadcast.
Weizhi Xian, Mingliang Zhou, Bin Fang, Xingran Liao, Cheng Ji, Tao Xiang, Weijia Jia
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
Cross-Frame Transformer-Based Spatio-Temporal Video Super-Resolution.
IEEE Trans. Broadcast.
Wenhui Zhang, Mingliang Zhou, Cheng Ji, Xiubao Sui, Junqi Bai
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 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
Optimum Quality Control Algorithm for Versatile Video Coding.
IEEE Trans. Broadcast.
Mingliang Zhou, Xuekai Wei, Cheng Ji, Tao Xiang, Bin Fang
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 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 A conf
Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices.
FAST
Cheng Ji, Li-Pin Chang, Riwei Pan, Chao Wu, Congming Gao, Liang Shi, Tei-Wei Kuo, Chun Jason Xue
2021 J jnl
iTRIM: I/O-Aware TRIM for Improving User Experience on Mobile Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yu Liang, Cheng Ji, Chenchen Fu, Rachata Ausavarungnirun, Qiao Li, Riwei Pan, Siyu Chen, Liang Shi, Tei-Wei Kuo, Chun Jason Xue
2020 J jnl
Boosting User Experience via Foreground-Aware Cache Management in UFS Mobile Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chao Wu, Qiao Li, Cheng Ji, Tei-Wei Kuo, Chun Jason Xue
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
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
Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs.
IEEE Trans. Computers
Chao Wu, Cheng Ji, Qiao Li, Congming Gao, Riwei Pan, Chenchen Fu, Liang Shi, Chun Jason Xue
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
2020 J jnl
Process Variation Aware Read Performance Improvement for LDPC-Based nand Flash Memory.
IEEE Trans. Reliab.
Qiao Li, Liang Shi, Yejia Di, Congming Gao, Cheng Ji, Yu Liang, Chun Jason Xue
2020 J jnl
Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chao Wu, Yufei Cui, Cheng Ji, Tei-Wei Kuo, Chun Jason Xue
2019 — conf
Fair Down to the Device: A GC-Aware Fair Scheduler for SSD.
NVMSA
Cheng Ji, Lun Wang, Qiao Li, Congming Gao, Liang Shi, Chia-Lin Yang, Chun Jason Xue
2019 J jnl
File Fragmentation in Mobile Devices: Measurement, Evaluation, and Treatment.
IEEE Trans. Mob. Comput.
Cheng Ji, Li-Pin Chang, Sangwook Shane Hahn, Sungjin Lee, Riwei Pan, Liang Shi, Jihong Kim, Chun Jason Xue
2019 Misc conf
Parallel all the time: Plane Level Parallelism Exploration for High Performance SSDs.
MSST
Congming Gao, Liang Shi, Chun Jason Xue, Cheng Ji, Jun Yang, Youtao Zhang
2019 — conf
Reinforcement Learning based Background Segment Cleaning for Log-structured File System on Mobile Devices.
ICESS
Chao Wu, Cheng Ji, Chun Jason Xue
2018 J jnl
An I/O Scheduling Strategy for Embedded Flash Storage Devices With Mapping Cache.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Cheng Ji, Li-Pin Chang, Chao Wu, Liang Shi, Chun Jason Xue
2018 J jnl
Exploiting Parallelism for Access Conflict Minimization in Flash-Based Solid State Drives.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Congming Gao, Liang Shi, Cheng Ji, Yejia Di, Kaijie Wu, Chun Jason Xue, Edwin Hsing-Mean Sha
2018 — conf
F2FS Aware Mapping Cache Design on Solid State Drives.
NVMSA
Congming Gao, Yejia Di, Aosong Deng, Duo Liu, Cheng Ji, Chun Jason Xue, Liang Shi
2018 Misc conf
Maximizing I/O throughput and minimizing performance variation via reinforcement learning based I/O merging for SSDs: work-in-progress.
CASES
Chao Wu, Cheng Ji, Qiao Li, Chenchen Fu, Chun Jason Xue
2018 C conf
Selective Compression Scheme for Read Performance Improvement on Flash Devices.
ICCD
Qiao Li, Liang Shi, Riwei Pan, Cheng Ji, Xiaoqiang Li, Chun Jason Xue
2017 — conf
Improving File System Performance of Mobile Storage Systems Using a Decoupled Defragmenter.
USENIX ATC
Sangwook Shane Hahn, Sungjin Lee, Cheng Ji, Li-Pin Chang, Inhyuk Yee, Liang Shi, Chun Jason Xue, Jihong Kim
2017 J jnl
Lightweight Data Compression for Mobile Flash Storage.
ACM Trans. Embed. Comput. Syst.
Cheng Ji, Li-Pin Chang, Liang Shi, Congming Gao, Chao Wu, Yuangang Wang, Chun Jason Xue
2016 A conf
Access Characteristic Guided Read and Write Cost Regulation for Performance Improvement on Flash Memory.
FAST
Qiao Li, Liang Shi, Chun Jason Xue, Kaijie Wu, Cheng Ji, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2016 — conf
An Empirical Study of File-System Fragmentation in Mobile Storage Systems.
HotStorage
Cheng Ji, Li-Pin Chang, Liang Shi, Chao Wu, Qiao Li, Chun Jason Xue
2016 — conf
Dynamic merging/splitting for better responsiveness in mobile devices.
NVMSA
Chao Wu, Cheng Ji, Liang Shi, Chun Jason Xue, Bin Huang, Yuangang Wang
2016 Misc conf
I/O scheduling with mapping cache awareness for flash based storage systems.
EMSOFT
Cheng Ji, Chao Wu, Li-Pin Chang, Liang Shi, Chun Jason Xue
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