Fa Zhang

Orcid: 0000-0002-2081-9369

Affiliations:
  • Chinese Academy of Sciences, High Performance Computer Research Center, Beijing, China


According to our database1, Fa Zhang authored at least 150 papers between 2004 and 2024.

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Bibliography

2024
Realize Generative Yet Complete Latent Representation for Incomplete Multi-View Learning.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images.
IEEE J. Biomed. Health Informatics, January, 2024

2023
A strategy combining denoising and cryo-EM single particle analysis.
Briefings Bioinform., May, 2023

TransSurv: Transformer-Based Survival Analysis Model Integrating Histopathological Images and Genomic Data for Colorectal Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

A novel tongue feature extraction method on mobile devices.
Biomed. Signal Process. Control., 2023

SaID: Simulation-Aware Image Denoising Pre-trained Model for Cryo-EM Micrographs.
Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

A Novel Impervious Surface Extraction Method Based on Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

GPU Optimization of Biological Macromolecule Multi-tilt Electron Tomography Reconstruction Algorithm.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Variational Clustering and Denoising of Spatial Transcriptomics.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Integrative Drug Discovery Platform: A Modular Approach for Efficient and Automated Virtual Screening.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

A Tongue Feature Extraction Method Based on a Sublingual Vein Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Correction of image distortion in large-field ssEM stitching by an unsupervised intermediate-space solving network.
Bioinform., October, 2022

Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Nuclei-Guided Network for Breast Cancer Grading in HE-Stained Pathological Images.
Sensors, 2022

A Transfer Learning-Based Classification Model for Particle Pruning in Cryo-Electron Microscopy.
J. Comput. Biol., 2022

VP-Detector: A 3D multi-scale dense convolutional neural network for macromolecule localization and classification in cryo-electron tomograms.
Comput. Methods Programs Biomed., 2022

Noise-Transfer2Clean: denoising cryo-EM images based on noise modeling and transfer.
Bioinform., 2022

Joint Region-Attention and Multi-scale Transformer for Microsatellite Instability Detection from Whole Slide Images in Gastrointestinal Cancer.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

CSAM: A Channel and Spatial Attention Mechanism for Impervious Surface Extraction in Difficult Areas.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Predicting Drug-Disease Associations by Self-topological Generalized Matrix Factorization with Neighborhood Constraints.
Proceedings of the Intelligent Computing Theories and Application, 2022

Temporal Correlation Network for Video Polyp Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

A Segmentation-aware Synergy Network for Single Particle Recognition in Cryo-EM.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Hexagonal Convolutional Neural Network for Spatial Transcriptomics Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
PEFS: AI-Driven Prediction Based Energy-Aware Fault-Tolerant Scheduling Scheme for Cloud Data Center.
IEEE Trans. Sustain. Comput., 2021

Classification-Based and Energy-Efficient Dynamic Task Scheduling Scheme for Virtualized Cloud Data Center.
IEEE Trans. Cloud Comput., 2021

Improve the Resolution and Parallel Performance of the Three-Dimensional Refine Algorithm in RELION Using CUDA and MPI.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

A joint energy efficiency optimization scheme based on marginal cost and workload prediction in data centers.
Sustain. Comput. Informatics Syst., 2021

Improving energy efficiency in colocation data centers for demand response.
Sustain. Comput. Informatics Syst., 2021

Richer fusion network for breast cancer classification based on multimodal data.
BMC Medical Informatics Decis. Mak., 2021

Preface.
J. Comput. Sci. Technol., 2021

Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks.
BMC Bioinform., 2021

A novel constrained reconstruction model towards high-resolution subtomogram averaging.
Bioinform., 2021

A new meta-heuristic task scheduling algorithm for optimizing energy efficiency in data centers.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

PickerOptimizer: A Deep Learning-Based Particle Optimizer for Cryo-Electron Microscopy Particle-Picking Algorithms.
Proceedings of the Bioinformatics Research and Applications - 17th International Symposium, 2021

A Multi-GPU Design for Large Size Cryo-EM 3D Reconstruction.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

Spatio-Temporal Features Processing Network for Change Detection in Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Predicting Drug-Disease Associations Based on Network Consistency Projection.
Proceedings of the Intelligent Computing Theories and Application, 2021

Decomposition-and-Fusion Network for HE-Stained Pathological Image Classification.
Proceedings of the Intelligent Computing Theories and Application, 2021

Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration from Single Noisy Volume with Sparsity Constraint.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Deep Reinforcement Learning-based Task Scheduling Algorithm for Energy Efficiency in Data Centers.
Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

TransPicker: a Transformer-based Framework for Particle Picking in cryoEM Micrographs.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

PG-TFNet: Transformer-based Fusion Network Integrating Pathological Images and Genomic Data for Cancer Survival Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Moment Invariants with Data Augmentation for Tongue Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021


2020
A Consensus Framework of Distributed Multiple-Tilt Reconstruction in Electron Tomography.
J. Comput. Biol., 2020

SHREC 2020: Classification in cryo-electron tomograms.
Comput. Graph., 2020

Compressed sensing improved iterative reconstruction-reprojection algorithm for electron tomography.
BMC Bioinform., 2020

An Incentive Mechanism for Improving Energy Efficiency of Colocation Data Centers Based on Power Prediction.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Dilated-DenseNet for Macromolecule Classification in Cryo-electron Tomography.
Proceedings of the Bioinformatics Research and Applications - 16th International Symposium, 2020

An Integration Framework for Liver Cancer Subtype Classification and Survival Prediction Based on Multi-omics Data.
Proceedings of the Intelligent Computing Methodologies - 16th International Conference, 2020

PStream: Priority-Based Stream Scheduling for Heterogeneous Paths in Multipath-QUIC.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

An Energy Saving-Oriented Incentive Mechanism in Colocation Data Centers.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

PriorityBucket: A Multipath-QUIC Scheduler on Accelerating First Rendering Time in Page Loading.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Eco-friendly Dynamic Task Scheduling for Regional Data Center.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Energy Efficient Scheduling Based on Marginal Cost and Task Grouping in Data Centers.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Jointly Optimizing the IT and Cooling Systems for Data Center Energy Efficiency based on Multi-Agent Deep Reinforcement Learning.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

NANet: Nuclei-Aware Network for Grading of Breast Cancer in HE Stained Pathological Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

LR-Net: A Multi-task Model Using Relationship-based Contour Information to Enhance the Semantic Segmentation of Cancer Regions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
A market-oriented incentive mechanism for emergency demand response in colocation data centers.
Sustain. Comput. Informatics Syst., 2019

Energy-Aware Fault-Tolerant Dynamic Task Scheduling Scheme for Virtualized Cloud Data Centers.
Mob. Networks Appl., 2019

PABO: Mitigating congestion via packet bounce in data center networks.
Comput. Commun., 2019

PIXER: an automated particle-selection method based on segmentation using a deep neural network.
BMC Bioinform., 2019

AuTom-dualx: a toolkit for fully automatic fiducial marker-based alignment of dual-axis tilt series with simultaneous reconstruction.
Bioinform., 2019

A joint method for marker-free alignment of tilt series in electron tomography.
Bioinform., 2019

DM-SIRT: A Distributed Method for Multi-tilt Reconstruction in Electron Tomography.
Proceedings of the Bioinformatics Research and Applications - 15th International Symposium, 2019

FStream: Flexible Stream Scheduling and Prioritizing in Multipath-QUIC.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Classifying Mixed Patterns of Proteins in High-Throughput Microscopy Images Using Deep Neural Networks.
Proceedings of the Intelligent Computing Theories and Application, 2019

Integration of Multimodal Data for Breast Cancer Classification Using a Hybrid Deep Learning Method.
Proceedings of the Intelligent Computing Theories and Application, 2019

Predicting Tumor Mutational Burden from Liver Cancer Pathological Images Using Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Cerebrovascular Segmentation Algorithm Based on Focused Multi-Gaussians Model and Weighted 3D Markov Random Field.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019


2018
ICON-MIC: Implementing a CPU/MIC Collaboration Parallel Framework for ICON on Tianhe-2 Supercomputer.
J. Comput. Biol., 2018

SegET: Deep Neural Network with Rich Contextual Features for Cellular Structures Segmentation in Electron Tomography Image.
CoRR, 2018

PABO: A Link-Layer Congestion Mitigation Mechanism Based on Packet Bounce.
CoRR, 2018

DLBI: deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy.
Bioinform., 2018

A fast fiducial marker tracking model for fully automatic alignment in electron tomography.
Bioinform., 2018

Memory-Efficient and Stabilizing Management System and Parallel Methods for RELION Using CUDA and MPI.
Proceedings of the Bioinformatics Research and Applications - 14th International Symposium, 2018

Energy-aware Fault-tolerant Scheduling Scheme based on Intelligent Prediction Model for Cloud Data Center.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

A Hybrid Convolutional and Recurrent Deep Neural Network for Breast Cancer Pathological Image Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Mmalloc: A Dynamic Memory Management on Many-core Coprocessor for the Acceleration of Storage-intensive Bioinformatics Application.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Fiducial marker detection via deep learning approach for electron tomography.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Towards the Tradeoffs in Designing Data Center Network Architectures.
IEEE Trans. Parallel Distributed Syst., 2017

Joint Optimization of Operational Cost and Performance Interference in Cloud Data Centers.
IEEE Trans. Cloud Comput., 2017

A Two-Phase Improved Correlation Method for Automatic Particle Selection in Cryo-EM.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Hardness of Routing for Minimizing Superlinear Polynomial Cost in Directed Graphs.
Proceedings of the Theory and Applications of Models of Computation, 2017

Real-time Task Scheduling for joint energy efficiency optimization in data centers.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Accelerating Electron Tomography Reconstruction Algorithm ICON Using the Intel Xeon Phi Coprocessor on Tianhe-2 Supercomputer.
Proceedings of the Bioinformatics Research and Applications - 13th International Symposium, 2017

A Fully Automatic Geometric Parameters Determining Method for Electron Tomography.
Proceedings of the Bioinformatics Research and Applications - 13th International Symposium, 2017

Resource optimization for survivable embedding of virtual clusters in cloud data centers.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Online Flow Scheduling with Deadline for Energy Conservation in Data Center Networks.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Cost Reduction in Hybrid Clouds for Enterprise Computing.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

PABO: Congestion mitigation via packet bounce.
Proceedings of the IEEE International Conference on Communications, 2017

Energy efficiency in colocation data centers: A joint incentive mechanism approach.
Proceedings of the Eighth International Green and Sustainable Computing Conference, 2017

Joint Optimization of Server and Network Resource Utilization in Cloud Data Centers.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
HDEER: A Distributed Routing Scheme for Energy-Efficient Networking.
IEEE J. Sel. Areas Commun., 2016

Green Data Centers: A Survey, Perspectives, and Future Directions.
CoRR, 2016

COMRANCE: A rapid method for Network-on-Chip design space exploration.
Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016

aWGRS: Automates paired-end whole genome re-sequencing data analysis framework.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
Randomized oblivious integral routing for minimizing power cost.
Theor. Comput. Sci., 2015

Scheduling for energy minimization on restricted parallel processors.
J. Parallel Distributed Comput., 2015

Multi-resource Energy-efficient Routing in Cloud Data Centers with Networks-as-a-Service.
CoRR, 2015

Multi-resource energy-efficient routing in cloud data centers with network-as-a-service.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Dual-centric Data Center Network Architectures.
Proceedings of the 44th International Conference on Parallel Processing, 2015

Truthful Strategy and Resource Integration for Multi-tenant Data Center Demand Response.
Proceedings of the Frontiers in Algorithmics - 9th International Workshop, 2015

2014
GreenDCN: A General Framework for Achieving Energy Efficiency in Data Center Networks.
IEEE J. Sel. Areas Commun., 2014

OS4M: Achieving Global Load Balance of MapReduce Workload by Scheduling at the Operation Level.
CoRR, 2014

Improving the Load Balance of MapReduce Operations based on the Key Distribution of Pairs.
CoRR, 2014

DEER: A distributed routing scheme for achieving network energy efficiency.
Proceedings of the 20th IEEE International Workshop on Local & Metropolitan Area Networks, 2014

A Parallel Scheme for Three-Dimensional Reconstruction in Large-Field Electron Tomography.
Proceedings of the Bioinformatics Research and Applications - 10th International Symposium, 2014

An Improved Correlation Method Based on Rotation Invariant Feature for Automatic Particle Selection.
Proceedings of the Bioinformatics Research and Applications - 10th International Symposium, 2014

Joint power optimization through VM placement and flow scheduling in data centers.
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Polylogarithmic Competitive Algorithm for Energy Minimization in Optical WDM Networks.
Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

Energy-Efficient Flow Scheduling and Routing with Hard Deadlines in Data Center Networks.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Oblivious Integral Routing for Minimizing the Quadratic Polynomial Cost.
Proceedings of the Frontiers in Algorithmics - 8th International Workshop, 2014

2013
Joint virtual machine assignment and traffic engineering for green data center networks.
SIGMETRICS Perform. Evaluation Rev., 2013

A hop-by-hop energy efficient distributed routing scheme.
SIGMETRICS Perform. Evaluation Rev., 2013

Iterative Methods in Large Field Electron Microscope Tomography.
SIAM J. Sci. Comput., 2013

A General Framework for Achieving Energy Efficiency in Data Center Networks
CoRR, 2013

Routing for Energy Minimization with Discrete Cost Functions
CoRR, 2013

A fast calculation strategy of density function in ISAF reconstruction algorithm.
Sci. China Inf. Sci., 2013

Incorporating Rate Adaptation Into Green Networking for Future Data Centers.
Proceedings of the 2013 IEEE 12th International Symposium on Network Computing and Applications, 2013

A Universally Stable and Energy-Efficient Scheduling Protocol for Packet Switching Network.
Proceedings of the 2013 IEEE 12th International Symposium on Network Computing and Applications, 2013

Discrete Min-Energy Scheduling on Restricted Parallel Processors.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Improving the Network Energy Efficiency in MapReduce Systems.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

Risk management for virtual machines consolidation in data centers.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Energy-Efficient Scheduling with Time and Processors Eligibility Restrictions.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

2012
An effective approximation algorithm for the Malleable Parallel Task Scheduling problem.
J. Parallel Distributed Comput., 2012

An Accelerated ISAF Algorithm with the Fast Mapping Strategy.
J. Comput., 2012

High-performance blob-based iterative three-dimensional reconstruction in electron tomography using multi-GPUs.
BMC Bioinform., 2012

Energy-Efficient Network Routing with Discrete Cost Functions.
Proceedings of the Theory and Applications of Models of Computation, 2012

2011
High-Performance Blob-Based Iterative Reconstruction of Electron Tomography on Multi-GPUs.
Proceedings of the Bioinformatics Research and Applications - 7th International Symposium, 2011

Time-Slot Energy-Efficient Scheduling Algorithm for Capacity Limited Networks.
Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications (GreenCom), 2011

A fast mapping method in the ISAF reconstruction algorithm.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Protein classification using family profiles.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Protein Sequence Alignment Algorithm Based on Hybrid Profile Information.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

An accurate, automatic method for markerless alignment of electron tomographic images.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
A Self-adaptive Greedy Scheduling Scheme for a Multi-Objective Optimization on Identical Parallel Machines.
Proceedings of the Software Engineering, 2009

A framework to refine particle clusters produced by EMAN.
Bioinform., 2009

Modified Simultaneous Algebraic Reconstruction Technique and its Parallelization in Cryo-electron Tomography.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

An effective scheduling algorithm for Linear Makespan Minimization on Unrelated Parallel Machines.
Proceedings of the 16th International Conference on High Performance Computing, 2009

A New Method for Remote Protein Classification.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
An improvement method based on OrthoMCL by adding the domain information.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2007
Improved structural modeling based on conserved domain clusters and structure-anchored alignments.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Using Domain-Based Structural Ensemble to Improve Structure Modeling.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
A method to improve structural modeling based on conserved domain clusters.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

A method to integrate, assess and characterize the protein-protein interactions.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

A profile-based protein sequence alignment algorithm for a domain clustering database.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

2005
The Construction of Structural Templates for the Modeling of conserved protein Domains.
Proceedings of the Advances in Bioinformatics and Its Applications, 2005

Clustering of eukaryotic orthologs based on sequence and Domain Similarities using the Markov Graph-Flow Algorithm.
Proceedings of the Advances in Bioinformatics and Its Applications, 2005

2004
Parallel divide and conquer bio-sequence comparison based on smith-waterman algorithm.
Sci. China Ser. F Inf. Sci., 2004


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