Jinbo Xu

Orcid: 0009-0007-6804-739X

According to our database1, Jinbo Xu authored at least 128 papers between 2003 and 2024.

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Bibliography

2024
Support-Query Mutual Promotion and Classification Correction Network for Few-Shot Object Detection.
IEEE Signal Process. Lett., 2024

2023
CAID prediction portal: a comprehensive service for predicting intrinsic disorder and binding regions in proteins.
Nucleic Acids Res., July, 2023

Improved the heterodimer protein complex prediction with protein language models.
Briefings Bioinform., July, 2023

Improving protein structure prediction using templates and sequence embedding.
Bioinform., January, 2023

InstructBio: A Large-scale Semi-supervised Learning Paradigm for Biochemical Problems.
CoRR, 2023

Research on the Aesthetic Connotation of New Media Ink Painting Art Based on Grounded Theory.
Proceedings of the Design, User Experience, and Usability, 2023

2022
Annotating functional effects of non-coding variants in neuropsychiatric cell types by deep transfer learning.
PLoS Comput. Biol., 2022

ProALIGN: Directly Learning Alignments for Protein Structure Prediction via Exploiting Context-Specific Alignment Motifs.
J. Comput. Biol., 2022

When Geometric Deep Learning Meets Pretrained Protein Language Models.
CoRR, 2022

Deep graph learning of inter-protein contacts.
Bioinform., 2022

A tale of solving two computational challenges in protein science: neoantigen prediction and protein structure prediction.
Briefings Bioinform., 2022

Accurate protein function prediction via graph attention networks with predicted structure information.
Briefings Bioinform., 2022

Analysis of the Attainable Design Paths of Non-heritage Cultural Tourism Immersion Experience - An Example of the Tujia City Living Room Project in Enshi Prefecture.
Proceedings of the HCI International 2022 - Late Breaking Posters, 2022

2021
Deep template-based protein structure prediction.
PLoS Comput. Biol., 2021

Fast and effective protein model refinement using deep graph neural networks.
Nat. Comput. Sci., 2021

Improved protein structure prediction by deep learning irrespective of co-evolution information.
Nat. Mach. Intell., 2021

Study of real-valued distance prediction for protein structure prediction with deep learning.
Bioinform., 2021

Improved protein model quality assessment by integrating sequential and pairwise features using deep learning.
Bioinform., 2021

ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes.
Bioinform., 2021

PALM: Probabilistic area loss Minimization for Protein Sequence Alignment.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

XOR-CD: Linearly Convergent Constrained Structure Generation.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
A Web-Based Protocol for Interprotein Contact Prediction by Deep Learning.
Proceedings of the Protein-Protein Interaction Networks, Methods and Protocols., 2020

Automated inference of Boolean models from molecular interaction maps using CaSQ.
Bioinform., 2020

2019
PredMP: a web server for de novo prediction and visualization of membrane proteins.
Bioinform., 2019

stance-Based Protein Folding Powered by Deep Learning.
Proceedings of the Research in Computational Molecular Biology, 2019

Transmembrane Topology Identification by Fusing Evolutionary and Co-evolutionary Information with Cascaded Bidirectional Transformers.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018
ComplexContact: a web server for inter-protein contact prediction using deep learning.
Nucleic Acids Res., 2018

RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning.
BMC Bioinform., 2018

Protein threading using residue co-variation and deep learning.
Bioinform., 2018

Predicting protein-protein interactions through sequence-based deep learning.
Bioinform., 2018

Deep Learning Reveals Many More Inter-protein Residue-Residue Contacts than Direct Coupling Analysis.
Proceedings of the Research in Computational Molecular Biology, 2018

2017
A Sparse Learning Framework for Joint Effect Analysis of Copy Number Variants.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model.
PLoS Comput. Biol., 2017

Predicting membrane protein contacts from non-membrane proteins by deep transfer learning.
CoRR, 2017

Folding Membrane Proteins by Deep Transfer Learning.
Proceedings of the Research in Computational Molecular Biology, 2017

Folding Large Proteins by Ultra-Deep Learning.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
CoinFold: a web server for protein contact prediction and contact-assisted protein folding.
Nucleic Acids Res., 2016

RaptorX-Property: a web server for protein structure property prediction.
Nucleic Acids Res., 2016

Lynx: a knowledge base and an analytical workbench for integrative medicine.
Nucleic Acids Res., 2016

Joint Alignment of Multiple Protein-Protein Interaction Networks via Convex Optimization.
J. Comput. Biol., 2016

Network Inference by Learned Node-Specific Degree Prior.
CoRR, 2016

AUCpreD: proteome-level protein disorder prediction by AUC-maximized deep convolutional neural fields.
Bioinform., 2016

ModuleAlign: module-based global alignment of protein-protein interaction networks.
Bioinform., 2016

AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015
Protein Homology Detection Through Alignment of Markov Random Fields - Using MRFalign
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-14914-1, 2015

Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks.
J. Sensors, 2015

Disease Gene Prioritization Using Network and Feature.
J. Comput. Biol., 2015

AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling.
CoRR, 2015

Protein secondary structure prediction using deep convolutional neural fields.
CoRR, 2015

Learning Scale Free Network by Node Specific Degree Prior.
CoRR, 2015

Protein contact prediction by integrating joint evolutionary coupling analysis and supervised learning.
Bioinform., 2015

Structure Learning Constrained by Node-Specific Degree Distribution.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Exact Hybrid Covariance Thresholding for Joint Graphical Lasso.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Learning structured densities via infinite dimensional exponential families.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

A low-latency fine-grained dynamic shared cache management scheme for chip multi-processor.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Classification of Tiangong-1 hyperspectral remote sensing image via contextual sparse coding.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

Learning Scale-Free Networks by Dynamic Node Specific Degree Prior.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Predicting diverse M-best protein contact maps.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Joint inference of tissue-specific networks with a scale free topology.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Bermuda: de novo assembly of transcripts with new insights for handling uneven coverage.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Inferring Block Structure of Graphical Models in Exponential Families.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014
FPGA Implementation of a Special-Purpose VLIW Structure for Double-Precision Elementary Function.
ACM Trans. Reconfigurable Technol. Syst., 2014

MRFalign: Protein Homology Detection through Alignment of Markov Random Fields.
PLoS Comput. Biol., 2014

Lynx: a database and knowledge extraction engine for integrative medicine.
Nucleic Acids Res., 2014

Finding Alternative Expression Quantitative Trait Loci by Exploring Sparse Model Space.
J. Comput. Biol., 2014

HubAlign: an accurate and efficient method for global alignment of protein-protein interaction networks.
Bioinform., 2014

Low-latency last-level cache structure based on grouped cores in Chip Multi-Processor.
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

CNVnet: combining sparse learning and biological networks to capture joint effect of copy number variants.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

Adaptive Variable Clustering in Gaussian Graphical Models.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013
VLIW coprocessor for IEEE-754 quadruple-precision elementary functions.
ACM Trans. Archit. Code Optim., 2013

From WiFi to WiMAX: Efficient GPU-based Parameterized Transceiver across Different OFDM Protocols.
KSII Trans. Internet Inf. Syst., 2013

Predicting protein contact map using evolutionary and physical constraints by integer programming (extended version).
CoRR, 2013

Protein contact prediction by joint evolutionary coupling analysis across multiple families.
CoRR, 2013

Predicting protein contact map using evolutionary and physical constraints by integer programming.
Bioinform., 2013

Protein threading using context-specific alignment potential.
Bioinform., 2013

Achieving Predictable Performance in SMT Processors by Instruction Fetch Policy.
Proceedings of the Computer Engineering and Technology - 17th CCF Conference, 2013

An Effective Framework of Program Optimization for High Performance Computing.
Proceedings of the Computer Engineering and Technology - 17th CCF Conference, 2013

Direction-Optimizing Breadth-First Search on CPU-GPU Heterogeneous Platforms.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Estimating the Partition Function of Graphical Models Using Langevin Importance Sampling.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
Approximate Inference by Intersecting Semidefinite Bound and Local Polytope.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

A conditional neural fields model for protein threading.
Bioinform., 2012

2011
Finding Nearly Optimal GDT Scores.
J. Comput. Biol., 2011

A conditional random fields method for RNA sequence-structure relationship modeling and conformation sampling.
Bioinform., 2011

Alignment of distantly related protein structures: algorithm, bound and implications to homology modeling.
Bioinform., 2011

A Parallel Processing Scheme for Large-Size Sliding-Window Applications.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

2010
Struct2Net: a web service to predict protein-protein interactions using a structure-based approach.
Nucleic Acids Res., 2010

A Probabilistic and Continuous Model of Protein Conformational Space for Template-Free Modeling.
J. Comput. Biol., 2010

Fragment-free approach to protein folding using conditional neural fields.
Bioinform., 2010

Low-homology protein threading.
Bioinform., 2010

Protein 8-class secondary structure prediction using Conditional Neural Fields.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
Finding compact structural motifs.
Theor. Comput. Sci., 2009

Predicting Local Quality of a Sequence-Structure Alignment.
J. Bioinform. Comput. Biol., 2009

A Reconfigurable Architecture for Rotation Invariant Multi-View Face Detection Based on a Novel Two-Stage Boosting Method.
EURASIP J. Adv. Signal Process., 2009

A Probabilistic Graphical Model for Ab Initio Folding.
Proceedings of the Research in Computational Molecular Biology, 2009

Boosting Protein Threading Accuracy.
Proceedings of the Research in Computational Molecular Biology, 2009

Conditional Neural Fields.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

FPGA accelerating three QR decomposition algorithms in the unified pipelined framework.
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009

Implementation of Rotation Invariant Multi-View Face Detection on FPGA.
Proceedings of the Advanced Parallel Processing Technologies, 8th International Symposium, 2009

2008
Global alignment of multiple protein interaction networks with application to functional orthology detection.
Proc. Natl. Acad. Sci. USA, 2008

Graph algorithms for biological systems analysis.
Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2008

Rapid and Accurate Protein Side Chain Prediction with Local Backbone Information.
Proceedings of the Research in Computational Molecular Biology, 2008

Global Alignment of Multiple Protein Interaction Networks.
Proceedings of the Biocomputing 2008, 2008

Rectangularly Multi-Module Memory System with Table-Based Dynamic Addressing Scheme.
Proceedings of The 2008 IEEE International Conference on Networking, 2008

Designing succinct structural alphabets.
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008

Double Precision Hybrid-Mode Floating-Point FPGA CORDIC Co-processor.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

Finding Largest Well-Predicted Subset of Protein Structure Models.
Proceedings of the Combinatorial Pattern Matching, 19th Annual Symposium, 2008

Hardware BLAST Algorithms with Multi-seeds Detection and Parallel Extension.
Proceedings of the Reconfigurable Computing: Architectures, 2008

Multi-access memory architecture for image applications with multiple interested regions.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2007
A Parameterized Algorithm for Protein Structure Alignment.
J. Comput. Biol., 2007

Pairwise Global Alignment of Protein Interaction Networks by Matching Neighborhood Topology.
Proceedings of the Research in Computational Molecular Biology, 2007

FPGA Accelerating Algorithms of Active Shape Model in People Tracking Applications.
Proceedings of the Tenth Euromicro Conference on Digital System Design: Architectures, 2007

Solving the contact map overlap problem via tree decomposition and a DEE-like pruning strategy.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

FPGA-Accelerated Active Shape Model for Real-Time People Tracking.
Proceedings of the Advances in Computer Systems Architecture, 2007

2006
Optimizing Multiple Spaced Seeds for Homology Search.
J. Comput. Biol., 2006

Fast and accurate algorithms for protein side-chain packing.
J. ACM, 2006

Struct2Net: Integrating Structure into Protein-Protein Interaction Prediction.
Proceedings of the Biocomputing 2006, 2006

Robust and real-time automatic target recognition using partial hausdorff distance measure on reconfigurable hardware.
Proceedings of the 2006 IEEE International Conference on Field Programmable Technology, 2006

2005
Fold Recognition by Predicted Alignment Accuracy.
IEEE ACM Trans. Comput. Biol. Bioinform., 2005

Rapid Protein Side-Chain Packing via Tree Decomposition.
Proceedings of the Research in Computational Molecular Biology, 2005

Discovering Sequence-Structure Motifs from Protein Segments and Two Applications.
Proceedings of the Biocomputing 2005, 2005

A Tree-Decomposition Approach to Protein Structure Prediction.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005

Consensus fold recognition by predicted model quality.
Proceedings of 3rd Asia-Pacific Bioinformatics Conference, 17-21 January 2005, Singapore, 2005

2004
Protein Threading by Linear Programming: Theoretical Analysis and Computational Results.
J. Comb. Optim., 2004

2003
Approximation algorithms for NMR spectral peak assignment.
Theor. Comput. Sci., 2003

Raptor: Optimal Protein Threading by Linear Programming.
J. Bioinform. Comput. Biol., 2003

Speedup LP Approach to Protein Threading via Graph Reduction.
Proceedings of the Algorithms in Bioinformatics, Third International Workshop, 2003

Protein Threading by Linear Programming.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003


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