Cheng Ji

Orcid: 0000-0002-2525-8070

Affiliations:

Nanjing University of Science and Technology, Jiangsu, China
City University of Hong Kong, Department of Computer Science, Hong Kong (PhD)
University of Science and Technology of China, Suzhou Institute for Advanced Study, China (former)

According to our database¹, Cheng Ji authored at least 50 papers between 2014 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Magnifier: A Chiplet Feature-Aware Test Case Generation Method for Deep Learning Accelerators.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2025

MedFS: Pursuing Low Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Device.

[BibT_eX]

[DOI]

Proceedings of the 23rd USENIX Conference on File and Storage Technologies, 2025

2024

FedStar: Efficient Federated Learning on Heterogeneous Communication Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2024

A Blind Video Quality Assessment Method via Spatiotemporal Pyramid Attention.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., March, 2024

Ace-Sniper: Cloud-Edge Collaborative Scheduling Framework With DNN Inference Latency Modeling on Heterogeneous Devices.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2024

Heter-Train: A Distributed Training Framework Based on Semi-Asynchronous Parallel Mechanism for Heterogeneous Intelligent Transportation Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., January, 2024

Transformer with a Parallel Decoder for Image Captioning.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., January, 2024

Maximum Load Consumption Capacity Maintenance of Distributed Storage Devices Based on Time-Varying Neurodynamic Algorithm.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2024

Full-Reference Image Quality Assessment Using Self-Attention and Multiscale Features.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2024

In-place Switch: Reprogramming based SLC Cache Design for Hybrid 3D SSDs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Networking, Architecture and Storage, 2024

Extending SSD Lifetime via Balancing Layer Endurance in 3D NAND Flash Memory.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

An Android Malware Detection Method Using Multi-Feature and MobileNet.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., November, 2023

iAware: Interaction Aware Task Scheduling for Reducing Resource Contention in Mobile Systems.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., October, 2023

Spatiotemporal Feature Hierarchy-Based Blind Prediction of Natural Video Quality via Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., March, 2023

Ability-aware knowledge distillation for resource-constrained embedded devices.

[BibT_eX]

[DOI]

J. Syst. Archit., 2023

Transparent File Deduplication with Reduced Update Cost on Encryption Enabled Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

RLAlloc: A Deep Reinforcement Learning-Assisted Resource Allocation Framework for Enhanced Both I/O Throughput and QoS Performance of Multi-Streamed SSDs.

[BibT_eX]

[DOI]

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Juggler-ResNet: A Flexible and High-Speed ResNet Optimization Method for Intrusion Detection System in Software-Defined Industrial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Optimum Quality Control Algorithm for Versatile Video Coding.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2022

Cross-Frame Transformer-Based Spatio-Temporal Video Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2022

Task-aware swapping for efficient DNN inference on DRAM-constrained edge systems.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2022

DeltaFS: Pursuing Zero Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Devices.

[BibT_eX]

[DOI]

CoRR, 2022

2021

iTRIM: I/O-Aware TRIM for Improving User Experience on Mobile Devices.

[BibT_eX]

[DOI]

Yu Liang

Cheng Ji

Chenchen Fu

Rachata Ausavarungnirun

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems.

[BibT_eX]

[DOI]

J. Syst. Archit., 2021

Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

HADFL: Heterogeneity-aware Decentralized Federated Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Process Variation Aware Read Performance Improvement for LDPC-Based nand Flash Memory.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2020

Inspection and Characterization of App File Usage in Mobile Devices.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2020

Boosting User Experience via Foreground-Aware Cache Management in UFS Mobile Devices.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2020

PHDFS: Optimizing I/O performance of HDFS in deep learning cloud computing platform.

[BibT_eX]

[DOI]

J. Syst. Archit., 2020

Machine learning assisted OSP approach for improved QoS performance on 3D charge-trap based SSDs.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2020

Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

File Fragmentation in Mobile Devices: Measurement, Evaluation, and Treatment.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Fair Down to the Device: A GC-Aware Fair Scheduler for SSD.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Non-Volatile Memory Systems and Applications Symposium, 2019

Parallel all the time: Plane Level Parallelism Exploration for High Performance SSDs.

[BibT_eX]

[DOI]

Proceedings of the 35th Symposium on Mass Storage Systems and Technologies, 2019

Reinforcement Learning based Background Segment Cleaning for Log-structured File System on Mobile Devices.

[BibT_eX]

[DOI]

Chao Wu

Cheng Ji

Chun Jason Xue

Proceedings of the 15th IEEE International Conference on Embedded Software and Systems, 2019

2018

An I/O Scheduling Strategy for Embedded Flash Storage Devices With Mapping Cache.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Exploiting Parallelism for Access Conflict Minimization in Flash-Based Solid State Drives.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

F2FS Aware Mapping Cache Design on Solid State Drives.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th Non-Volatile Memory Systems and Applications Symposium, 2018

Selective Compression Scheme for Read Performance Improvement on Flash Devices.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Maximizing I/O throughput and minimizing performance variation via reinforcement learning based I/O merging for SSDs: work-in-progress.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Compilers, 2018

2017

Lightweight Data Compression for Mobile Flash Storage.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2017

Improving File System Performance of Mobile Storage Systems Using a Decoupled Defragmenter.

[BibT_eX]

[DOI]

Proceedings of the 2017 USENIX Annual Technical Conference, 2017

2016

Dynamic merging/splitting for better responsiveness in mobile devices.

[BibT_eX]

[DOI]

Proceedings of the 5th Non-Volatile Memory Systems and Applications Symposium, 2016

An Empirical Study of File-System Fragmentation in Mobile Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 8th USENIX Workshop on Hot Topics in Storage and File Systems, 2016

Access Characteristic Guided Read and Write Cost Regulation for Performance Improvement on Flash Memory.

[BibT_eX]

[DOI]

Proceedings of the 14th USENIX Conference on File and Storage Technologies, 2016

I/O scheduling with mapping cache awareness for flash based storage systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Embedded Software, 2016

2014

A Thread Behavior-Based Memory Management Framework on Multi-core Smartphone.

[BibT_eX]

[DOI]

Proceedings of the 2014 19th International Conference on Engineering of Complex Computer Systems, 2014

Cheng Ji

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