Wenbin Jiang

Orcid: 0009-0004-4979-0151

Affiliations:
  • Huazhong University of Science and Technology, Wuhan, China (PhD 2004)


According to our database1, Wenbin Jiang authored at least 62 papers between 2004 and 2025.

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Timeline

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Bibliography

2025
Comprehensive Architecture Search for Deep Graph Neural Networks.
IEEE Trans. Big Data, October, 2025

LaTCoder: Converting Webpage Design to Code with Layout-as-Thought.
CoRR, August, 2025

RT-GNN: Accelerating Sparse Graph Neural Networks by Tensor-CUDA Kernel Fusion.
ACM Trans. Archit. Code Optim., March, 2025

WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs.
Proceedings of the ACM on Web Conference 2025, 2025

UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs.
Proceedings of the ACM on Web Conference 2025, 2025

BRP-SpMM: Block-Row Partition Based Sparse Matrix Multiplication with Tensor and CUDA Cores.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2025

2024
VISION2UI: A Real-World Dataset with Layout for Code Generation from UI Designs.
CoRR, 2024

2023
Accelerating Graph Convolutional Networks Through a PIM-Accelerated Approach.
IEEE Trans. Computers, September, 2023

PDAS: Improving network pruning based on Progressive Differentiable Architecture Search for DNNs.
Future Gener. Comput. Syst., 2023

2021
Differentially Private Deep Learning with Iterative Gradient Descent Optimization.
Trans. Data Sci., 2021

FDGLib: A Communication Library for Efficient Large-Scale Graph Processing in FPGA-Accelerated Data Centers.
J. Comput. Sci. Technol., 2021

PipePrune: Pipeline Parallel Based on Convolutional Layer Pruning for Distributed Deep Learning.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

GraSU: A Fast Graph Update Library for FPGA-based Dynamic Graph Processing.
Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

2020
Layup: Layer-adaptive and Multi-type Intermediate-oriented Memory Optimization for GPU-based CNNs.
ACM Trans. Archit. Code Optim., 2020

Exploiting potential of deep neural networks by layer-wise fine-grained parallelism.
Future Gener. Comput. Syst., 2020

Combined 3D CNN for Brain Tumor Segmentation.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

GradSA: Gradient Sparsification and Accumulation for Communication-Efficient Distributed Deep Learning.
Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

An Efficient Data Prefetch Strategy for Deep Learning Based on Non-volatile Memory.
Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

Hylo: Hybrid Layer-Based Optimization to Reduce Communication in Distributed Deep Learning.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019
HiNUMA: NUMA-Aware Data Placement and Migration in Hybrid Memory Systems.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

3D Dense Dilated Hierarchical Architecture for Brain Tumor Segmentation.
Proceedings of the 4th International Conference on Big Data and Computing, 2019

A Novel Stochastic Gradient Descent Algorithm Based on Grouping over Heterogeneous Cluster Systems for Distributed Deep Learning.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018
Layer-Centric Memory Reuse and Data Migration for Extreme-Scale Deep Learning on Many-Core Architectures.
ACM Trans. Archit. Code Optim., 2018

FIPIP: A novel fine-grained parallel partition based intra-frame prediction on heterogeneous many-core systems.
Future Gener. Comput. Syst., 2018

Layrub: layer-centric GPU memory reuse and data migration in extreme-scale deep learning systems.
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

FiLayer: A Novel Fine-Grained Layer-Wise Parallelism Strategy for Deep Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
A Novel GPU-Based Efficient Approach for Convolutional Neural Networks with Small Filters.
J. Signal Process. Syst., 2017

Detail enhancement of image super-resolution based on detail synthesis.
Signal Process. Image Commun., 2017

LCS: An Efficient Data Eviction Strategy for Spark.
Int. J. Parallel Program., 2017

2016
A novel parallel deblocking filtering strategy for HEVC/H.265 based on GPU.
Concurr. Comput. Pract. Exp., 2016

A novel parallelized motion estimation algorithm for GPU based video encoding.
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

A Fine-Grained Parallel Intra Prediction for HEVC Based on GPU.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

2015
Optimization strategies for inter-thread synchronization overhead on NUMA machine.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

A New Approach for Vehicle Recognition and Tracking in Multi-camera Traffic System.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

A Novel Fast Approach for Convolutional Networks with Small Filters Based on GPU.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Parallel Top-k Query Processing on Uncertain Strings Using MapReduce.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
Memshepherd: comprehensive memory bug fault-tolerance system.
Secur. Commun. Networks, 2014

A novel clustered MongoDB-based storage system for unstructured data with high availability.
Computing, 2014

Fine-grained CUDA-based Parallel Intra Prediction for H.264/AVC.
Proceedings of the 24th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2014

2013
Capacity and delay of heterogeneous wireless networks with correlated mobility.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Vehicle Tracking with Non-overlapping Views for Multi-camera Surveillance System.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012
An Enhanced Security Mechanism for Web Service Based Systems.
Proceedings of the Pervasive Computing and the Networked World, 2012

A Distributed Index Service for Peer-to-Peer VOD.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Self-adaptive Schedule Mechanism for Peer-to-peer Multi-rate Live Streaming System.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

MyStore: A High Available Distributed Storage System for Unstructured Data.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

A Novel Task Management System for Modelica-Based Multi-discipline Virtual Experiment Platform.
Proceedings of the 2012 IEEE Asia-Pacific Services Computing Conference, 2012

2011
Adaptive Object Tracking by Learning Hybrid Template Online.
IEEE Trans. Circuits Syst. Video Technol., 2011

Integrated buffering schemes for P2P VoD services.
Peer-to-Peer Netw. Appl., 2011

Special issue on information dissemination and new services in P2P systems.
Peer-to-Peer Netw. Appl., 2011

2010
Measurement Study of PKTown: A P2P-Based Multiplayer Online Game Supporting System.
Proceedings of the Third International Symposium on Parallel Architectures, 2010

MISM: Modelica-Based Interactive Scheduling Mechanism for Virtual Educational Experiments.
Proceedings of the Fifth Annual ChinaGrid Conference, ChinaGrid 2010, Guangzhou, 2010

2009
VRFPS: A Novel Virtual Machine-Based Real-time File Protection System.
Proceedings of the Seventh ACIS International Conference on Software Engineering Research, 2009

Load Balancing Routing Algorithm for Ad Hoc Networks.
Proceedings of the MSN 2009, 2009

Service Guarantee for Inter-domain Movement in Wireless Peer-to-Peer Live Streaming System.
Proceedings of the 10th International Symposium on Pervasive Systems, 2009

2008
ER-TCP: an efficient TCP fault-tolerance scheme for cluster computing.
J. Supercomput., 2008

Moving P2P Live Streaming to Mobile and Ubiquitous Environment.
Comput. Informatics, 2008

VMGrid: A Virtual Machine Supported Grid Middleware.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

A New Proxy Scheme for Large-Scale P2P VoD System.
Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008

2006
FreeSpeech: A Novel Wireless Approach for Conference Projecting and Cooperating.
Proceedings of the Ubiquitous Intelligence and Computing, Third International Conference, 2006

2005
TCP-ABC: From Multiple TCP Connections to Atomic Broadcasting.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2005

ER-TCP: An Efficient Fault-Tolerance Scheme for TCP Connections.
Proceedings of the Parallel and Distributed Processing and Applications, 2005

2004
A fast BMA based on combining search candidate subsampling and APDS.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004


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