Fang Liu

Orcid: 0000-0001-8753-3878

Affiliations:
  • HuNan University, School of Design, Changsha, China
  • Sun Yat-sen University, Guangzhou, School of Data and Computer Science, China (2018-2020)
  • National University of Defense Technology, College of Computer, State Key Laboratory of High Performance Computing, Changsha, China (PhD 2005)


According to our database1, Fang Liu authored at least 144 papers between 2004 and 2024.

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Bibliography

2024
Fixing the Double Agent Vulnerability of Deep Watermarking: A Patch-Level Solution Against Artwork Plagiarism.
IEEE Trans. Circuits Syst. Video Technol., March, 2024

2023
Image captioning for cultural artworks: a case study on ceramics.
Multim. Syst., December, 2023

In Pursuit of Beauty: Aesthetic-Aware and Context-Adaptive Photo Selection in Crowdsensing.
IEEE Trans. Knowl. Data Eng., September, 2023

Feature fusion via multi-target learning for ancient artwork captioning.
Inf. Fusion, September, 2023

Enhancing Chinese Character Representation With Lattice-Aligned Attention.
IEEE Trans. Neural Networks Learn. Syst., July, 2023

Leveraging heuristic client selection for enhanced secure federated submodel learning.
Inf. Process. Manag., May, 2023

Privacy vs. Efficiency: Achieving Both Through Adaptive Hierarchical Federated Learning.
IEEE Trans. Parallel Distributed Syst., April, 2023

Dynamic Modeling Cross-Modal Interactions in Two-Phase Prediction for Entity-Relation Extraction.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Seeing is believing: Towards interactive visual exploration of data privacy in federated learning.
Inf. Process. Manag., 2023

IRWArt: Levering Watermarking Performance for Protecting High-quality Artwork Images.
Proceedings of the ACM Web Conference 2023, 2023

Efficient Personalized Federated Learning on Selective Model Training.
Proceedings of the IEEE International Conference on Acoustics, 2023

Creativity Support in AI Co-creative Tools: Current Research, Challenges and Opportunities.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022
EviChain: A scalable blockchain for accountable intelligent surveillance systems.
Int. J. Intell. Syst., 2022

PARA: Performability-aware resource allocation on the edges for cloud-native services.
Int. J. Intell. Syst., 2022

An Interactive Visualization System for Streaming Data Online Exploration.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2022

Understanding and Identifying Artwork Plagiarism with the Wisdom of Designers: A Case Study on Poster Artworks.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

High-Capacity Adaptive Steganography Based on Transform Coefficient for HEVC.
Proceedings of the Digital Forensics and Watermarking - 21st International Workshop, 2022

MetaEM: Meta Embedding Mapping for Federated Cross-domain Recommendation to Cold-Start Users.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

A Visual Tool for Interactively Privacy Analysis and Preservation on Order-Dynamic Tabular Data.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021
Detection and Characterization of Network Anomalies in Large-Scale RTT Time Series.
IEEE Trans. Netw. Serv. Manag., 2021

Centipede: Leveraging the Distributed Camera Crowd for Cooperative Video Data Storage.
IEEE Internet Things J., 2021

Resolving Multitask Competition for Constrained Resources in Dispersed Computing: A Bilateral Matching Game.
IEEE Internet Things J., 2021

The Crowd Wisdom for Location Privacy of Crowdsensing Photos: Spear or Shield?
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Trusted audit with untrusted auditors: A decentralized data integrity Crowdauditing approach based on blockchain.
Int. J. Intell. Syst., 2021

SmartStore: A blockchain and clustering based intelligent edge storage system with fairness and resilience.
Int. J. Intell. Syst., 2021

NVM Storage in IoT Devices: Opportunities and Challenges.
Comput. Syst. Sci. Eng., 2021

FedCav: Contribution-aware Model Aggregation on Distributed Heterogeneous Data in Federated Learning.
Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

Dynamic Modeling Cross- and Self-Lattice Attention Network for Chinese NER.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
QoS Guaranteed Edge Cloud Resource Provisioning for Vehicle Fleets.
IEEE Trans. Veh. Technol., 2020

Unsupervised Online Anomaly Detection With Parameter Adaptation for KPI Abrupt Changes.
IEEE Trans. Netw. Serv. Manag., 2020

Toward Energy-Aware Caching for Intelligent Connected Vehicles.
IEEE Internet Things J., 2020

Archipelago: A Medical Distributed Storage System for Interconnected Health.
IEEE Internet Comput., 2020

ProbInfer: Probability-based AS path inference from multigraph perspective.
Comput. Networks, 2020

EdgeFed: Optimized Federated Learning Based on Edge Computing.
IEEE Access, 2020

An Efficient Application Searching Approach Based on User Review Knowledge Graph.
Proceedings of the 32nd International Conference on Software Engineering and Knowledge Engineering, 2020

GDAssister: Graphic Design Assistant System with Optimal Algorithm of Associated Rule Mining.
Proceedings of the Theoretical Computer Science - 38th National Conference, 2020

Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

FEEL: A Federated Edge Learning System for Efficient and Privacy-Preserving Mobile Healthcare.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Adaptive Online Estimation of Thrashing-Avoiding Memory Reservations for Long-Lived Containers.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2020

2019
A Trust Computing-based Security Routing Scheme for Cyber Physical Systems.
ACM Trans. Intell. Syst. Technol., 2019

Edge-enabled Disaster Rescue: A Case Study of Searching for Missing People.
ACM Trans. Intell. Syst. Technol., 2019

A Survey on Edge Computing Systems and Tools.
Proc. IEEE, 2019

A novel in situ compression method for CFD data based on generative adversarial network.
J. Vis., 2019

Adversarial training based lattice LSTM for Chinese clinical named entity recognition.
J. Biomed. Informatics, 2019

Capability for Multi-Core and Many-Core Memory Systems: A Case-Study With Xeon Processors.
IEEE Access, 2019

Battery-Friendly Relay Selection Scheme for Prolonging the Lifetimes of Sensor Nodes in the Internet of Things.
IEEE Access, 2019

EC-ARR: Using Active Reconstruction to Optimize SSD Read Performance.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

2018
Edge-Based Efficient Search over Encrypted Data Mobile Cloud Storage.
Sensors, 2018

Security and Privacy in the Medical Internet of Things: A Review.
Secur. Commun. Networks, 2018

A Clustering k-Anonymity Privacy-Preserving Method for Wearable IoT Devices.
Secur. Commun. Networks, 2018

求解01背包问题的贪婪蛙跳算法 (Greedy Frog Leaping Algorithm for 01 Knapsack Problem).
计算机科学, 2018

Wear Leveling for Non-Volatile Memory: a Runtime System Approach.
IEEE Access, 2018

Graph Analytics on Manycore Memory Systems.
IEEE Access, 2018

Accelerating Spark Shuffle with RDMA.
Proceedings of the 2018 IEEE International Conference on Networking, 2018

RM-KVStore: New MXNet KVStore to Accelerate Transfer Performancewith RDMA.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

DA Placement: A Dual-Aware Data Placement in a Deduplicated and Erasure-Coded Storage System.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

2017
RAID-6Plus: A Comprised Methodology for Extending RAID-6 Codes.
Mob. Inf. Syst., 2017

Spark内存管理及缓存策略研究 (Research on Memory Management and Cache Replacement Policies in Spark).
计算机科学, 2017

Redesign the Memory Allocator for Non-Volatile Main Memory.
ACM J. Emerg. Technol. Comput. Syst., 2017

Gemini: A Novel Hardware and Software Implementation of High-performance PCIe SSD.
Int. J. Parallel Program., 2017

Pyramid: Revisiting Memory Extension with Remote Accessible Non-Volatile Main Memory.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2017

Research on Graph Processing Systems on a Single Machine.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2017

Megalloc: Fast Distributed Memory Allocator for NVM-Based Cluster.
Proceedings of the 2017 International Conference on Networking, Architecture, and Storage, 2017

Edge-based Content-aware Crowdsourcing Approach for Image Sensing in Disaster Environment.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Rio: Fast B+-Tree Based on Remote Accessible Non-Volatile Memory.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

SNFS: Small Writes Optimization for Log-Structured File System Based-on Non-Volatile Main Memory.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

KV-FTL: A Novel Key-Value-Based FTL Scheme for Large Scale SSDs.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

A survey of data mining technology on electronic medical records.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Accelerating Redis with RDMA Over InfiniBand.
Proceedings of the Data Mining and Big Data - Second International Conference, 2017

SPMS: Strand based persistent memory system.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

PTree: Direct Lookup with Page Table Tree for NVM File Systems.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Review on HDD-Based, SSD-Based and Hybrid Key-Value Stores.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

File System for Non-volatile Main Memories: Performance Testing and Analysis.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

DR-Update: A Dual-Level Relay Scheme in Erasure-Coded Storage Systems for Balanced Updates.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

KV-FTL: A novel key-value based FTL scheme for large scale SSDs.
Proceedings of the 28th IEEE International Conference on Application-specific Systems, 2017

2016
Me-CLOCK: A Memory-Efficient Framework to Implement Replacement Policies for Large Caches.
IEEE Trans. Computers, 2016

Shielding STT-RAM Based Register Files on GPUs against Read Disturbance.
ACM J. Emerg. Technol. Comput. Syst., 2016

A Channel-Level RAID5 Schema Based Physical Address in SSD.
Proceedings of the Computer Engineering and Technology - 20th CCF Conference, 2016

Machine Learning Combining with Visualization for Intrusion Detection: A Survey.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2016

InnerCache: A Tactful Cache Mechanism for RDMA-Based Key-Value Store.
Proceedings of the IEEE International Conference on Web Services, 2016

HPGraph: A High Parallel Graph Processing System Based on Flash Array.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

An Experimental Study of Redundant Array of Independent SSDs and Filesystems.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

TBuffer: Constructing a Tail Buffer in DRAM for Flash-Based Main Memory System.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Red-Shield: Shielding Read Disturbance for STT-RAM Based Register Files on GPUs.
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Leader: Accelerating ReRAM-based main memory by leveraging access latency discrepancy in crossbar arrays.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Architecting energy-efficient STT-RAM based register file on GPGPUs via delta compression.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
HIFFS: A Hybrid Index for Flash File System.
Proceedings of the 10th IEEE International Conference on Networking, 2015

NF-Dedupe: A novel no-fingerprint deduplication scheme for flash-based SSDs.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

WAlloc: An efficient wear-aware allocator for non-volatile main memory.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Dysource: a high performance and scalable NAND flash controller architecture based on source synchronous interface.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

NIS: A New Index Scheme for Flash File System.
Proceedings of the Third International Conference on Advanced Cloud and Big Data, 2015

RAID-6Plus: A Fast and Reliable Coding Scheme Aided by Multi-failure Degradation.
Proceedings of the Advances in Services Computing, 2015

2014
Application-Aware Local-Global Source Deduplication for Cloud Backup Services of Personal Storage.
IEEE Trans. Parallel Distributed Syst., 2014

A hybrid memory built by SSD and DRAM to support in-memory Big Data analytics.
Knowl. Inf. Syst., 2014

DS-Dedupe: A scalable, low network overhead data routing algorithm for inline cluster deduplication system.
Proceedings of the International Conference on Computing, Networking and Communications, 2014

Erasure codes in big data era.
Proceedings of the International Conference on Control, 2014

HConfig: Resource adaptive fast bulk loading in HBase.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

CD-RAIS: Constrained dynamic striping in redundant array of independent SSDs.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

RAID-Aware SSD: Improving the Write Performance and Lifespan of SSD in SSD-Based RAID-5 System.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013
An SSD-based accelerator for directory parsing in storage systems containing massive files.
Peer-to-Peer Netw. Appl., 2013

Application-Aware Client-Side Data Reduction and Encryption of Personal Data in Cloud Backup Services.
J. Comput. Sci. Technol., 2013

CSWL: Cross-SSD Wear-Leveling Method in SSD-Based RAID Systems for System Endurance and Performance.
J. Comput. Sci. Technol., 2013

Reorder Write Sequence by Hetero-Buffer to Extend SSD's Lifespan.
J. Comput. Sci. Technol., 2013

Bus and memory protection through chain-generated and tree-verified IV for multiprocessors systems.
Future Gener. Comput. Syst., 2013

DL-Dedupe: Dual-Level Deduplication Scheme for Flash-Based SSDs.
Proceedings of the Web-Age Information Management, 2013

Novel Physically-Embedded Data Encryption for Embedded Device.
Proceedings of the 12th IEEE International Conference on Trust, 2013

A New Exploration to Build Flash-Based Storage Systems by Co-designing File System and FTL.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

2012
Dual queues cache replacement algorithm based on sequentiality detection.
Sci. China Inf. Sci., 2012

SAC: rethinking the cache replacement policy for SSD-based storage systems.
Proceedings of the 5th Annual International Systems and Storage Conference, 2012

2011
RSEDP: an effective hybrid data placement algorithm for large-scale storage systems.
J. Supercomput., 2011

P3Stor: A parallel, durable flash-based SSD for enterprise-scale storage systems.
Sci. China Inf. Sci., 2011

Inter-Chip Authentication through I/O Character.
Proceedings of the IEEE 10th International Conference on Trust, 2011

WeLe-RAID: A SSD-Based RAID for System Endurance and Performance.
Proceedings of the Network and Parallel Computing - 8th IFIP International Conference, 2011

Reorder the Write Sequence by Virtual Write Buffer to Extend SSD's Lifespan.
Proceedings of the Network and Parallel Computing - 8th IFIP International Conference, 2011

PBFTL: The Page to Block Mapping FTL with Low Response Time.
Proceedings of the MASCOTS 2011, 2011

AA-Dedupe: An Application-Aware Source Deduplication Approach for Cloud Backup Services in the Personal Computing Environment.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

Explore the Design Space of Solid State Drive by an Analytical Model.
Proceedings of the Sixth Chinagrid Annual Conference, ChinaGrid 2011, Dalian, Liaoning, 2011

SyncViews: Toward Consistent User Views in Cloud-Based File Synchronization Services.
Proceedings of the Sixth Chinagrid Annual Conference, ChinaGrid 2011, Dalian, Liaoning, 2011

2010
Multi-aggregate-query Scheduling over Data Streams.
Proceedings of the 2010 International Conference on Parallel and Distributed Computing, 2010

Red: An efficient replacement algorithm based on REsident Distance for exclusive storage caches.
Proceedings of the IEEE 26th Symposium on Mass Storage Systems and Technologies, 2010

Incremental hash tree for disk authentication.
Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

2F: A Special Cache for Mapping Table of Page-Level Flash Translation Layer.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

Hot Data-Aware FTL Based on Page-Level Address Mapping.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

Virtual Network Embedding for Evolving Networks.
Proceedings of the Global Communications Conference, 2010

Static, Dynamic and Incremental MAC Combined Approach for Storage Integrity Protection.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

Efficient Encryption-Authentication of Shared Bus-Memory in SMP System.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
Protect Disk Integrity: Solid Security, Fine Performance and Fast Recovery.
Proceedings of the Advances in Information Security and Assurance, 2009

Performance and Consistency Improvements of Hash Tree Based Disk Storage Protection.
Proceedings of the International Conference on Networking, Architecture, and Storage, 2009

SSARC: The Short-Sighted Adaptive Replacement Cache.
Proceedings of the 11th IEEE International Conference on High Performance Computing and Communications, 2009

RADPA Reliability-Aware Data Placement Algorithm for Large-Scale Network Storage Systems.
Proceedings of the 11th IEEE International Conference on High Performance Computing and Communications, 2009

Secure Disk with Authenticated Encryption and IV Verification.
Proceedings of the Fifth International Conference on Information Assurance and Security, 2009

2008
A New Approach to Single Event Effect Tolerance Based on Asynchronous Circuit Technique.
J. Electron. Test., 2008

Control flow checking and recovering based on 8051 architecture.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2006
Modified Triple Modular Redundancy Structure based on Asynchronous Circuit Technique.
Proceedings of the 21th IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems (DFT 2006), 2006

Improving the Fault Tolerance of a Computer System with Space-Time Triple Modular Redundancy.
Proceedings of the 2006 International Conference on Embedded Systems & Applications, 2006

Two New Space-Time Triple Modular Redundancy Techniques for Improving Fault Tolerance of Computer Systems.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005
Research on Risk Probability Estimating Using Fuzzy Clustering for Dynamic Security Assessment.
Proceedings of the Rough Sets, 2005

Distributed Active Measuring Link Bandwidth in IP Networks.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2005

Efficiently Passive Monitoring Flow Bandwidth.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2005

Research on Fuzzy Group Decision Making in Security Risk Assessment.
Proceedings of the Networking, 2005

Efficiently monitoring link bandwidth in IP networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Applying multiple criteria decision making to improve security architecture development.
Proceedings of the 3rd International Conference on Information Security, 2004

Improving Security Architecture Development Based on Multiple Criteria Decision Making.
Proceedings of the Content Computing, Advanced Workshop on Content Computing, 2004


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