Joseph F. JáJá

Orcid: 0000-0002-8620-5650

Affiliations:
  • University of Maryland, Institute for Advanced Computer Studies, College Park, MD, USA
  • Harvard University, Cambridge, MA, USA (PhD)


According to our database1, Joseph F. JáJá authored at least 147 papers between 1979 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2001, "For contributions to the design and analysis of parallel algorithms, algebraic and combinatorial complexity, VLSI architectures, and high-performance computing.".

Timeline

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Bibliography

2024
HoloCamera: Advanced Volumetric Capture for Cinematic-Quality VR Applications.
IEEE Trans. Vis. Comput. Graph., May, 2024

2023
ProtoVAE: Prototypical Networks for Unsupervised Disentanglement.
CoRR, 2023

2022
Improving Graph Neural Network with Learnable Permutation Pooling.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

DOT-VAE: Disentangling One Factor at a Time.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

FedNet2Net: Saving Communication and Computations in Federated Learning with Model Growing.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
3D-Kernel Foveated Rendering for Light Fields.
IEEE Trans. Vis. Comput. Graph., 2021

Learning brain dynamics for decoding and predicting individual differences.
PLoS Comput. Biol., 2021

Class-Similarity Based Label Smoothing for Confidence Calibration.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
Comparing functional connectivity matrices: A geometry-aware approach applied to participant identification.
NeuroImage, 2020

Class-Similarity Based Label Smoothing for Generalized Confidence Calibration.
CoRR, 2020

Graph Coarsening with Preserved Spectral Properties.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Brain dynamics and temporal trajectories during task and naturalistic processing.
NeuroImage, 2019

Dynamic Functional Network Analysis in Mild Traumatic Brain Injury.
Brain Connect., 2019

Feature Prioritization and Regularization Improve Standard Accuracy and Adversarial Robustness.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
LEICA: Laplacian eigenmaps for group ICA decomposition of fMRI data.
NeuroImage, 2018

Learning Graph-Level Representations with Gated Recurrent Neural Networks.
CoRR, 2018

Network Summarization with Preserved Spectral Properties.
CoRR, 2018

2017
In Situ Visualization for 3D Agent-Based Vocal Fold Inflammation and Repair Simulation.
Supercomput. Front. Innov., 2017

2016
Achieving Native GPU Performance for Out-of-Card Large Dense Matrix Multiplication.
Parallel Process. Lett., 2016

Connectivity-Based Brain Parcellation - A Connectivity-Based Atlas for Schizophrenia Research.
Neuroinformatics, 2016

Scalable Algorithms for Generating and Analyzing Structural Brain Networks with a Varying Number of Nodes.
CoRR, 2016

Real-Time Agent-Based Modeling Simulation with in-Situ Visualization of Complex Biological Systems: A Case Study on Vocal Fold Inflammation and Healing.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

A High Performance Implementation of Spectral Clustering on CPU-GPU Platforms.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2015
A data-driven approach to extract connectivity structures from diffusion tensor imaging data.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
An Optimized FFT-Based Direct Poisson Solver on CUDA GPUs.
IEEE Trans. Parallel Distributed Syst., 2014

Optimized FFT computations on heterogeneous platforms with application to the Poisson equation.
J. Parallel Distributed Comput., 2014

From Maxout to Channel-Out: Encoding Information on Sparse Pathways.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013
High Performance FFT Based Poisson Solver on a CPU-GPU Heterogeneous Platform.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

2012
Hierarchical Exploration of Volumes Using Multilevel Segmentation of the Intensity-Gradient Histograms.
IEEE Trans. Vis. Comput. Graph., 2012

An Optimized High-Throughput Strategy for Constructing Inverted Files.
IEEE Trans. Parallel Distributed Syst., 2012

Optimization of Linked List Prefix Computations on Multithreaded GPUs using CUDA.
Parallel Process. Lett., 2012

A fast algorithm for constructing inverted files on heterogeneous platforms.
J. Parallel Distributed Comput., 2012

2011
PRAM (Parallel Random Access Machines).
Proceedings of the Encyclopedia of Parallel Computing, 2011

Special Issue on Cloud Computing.
J. Parallel Distributed Comput., 2011

NSF/IEEE-TCPP curriculum initiative on parallel and distributed computing: core topics for undergraduates.
Proceedings of the 42nd ACM technical symposium on Computer science education, 2011

2009
Streaming model based volume ray casting implementation for Cell Broadband Engine.
Sci. Program., 2009

Robust Tools and Services for Long-Term Preservation of Digital Information.
Libr. Trends, 2009

Special Issue of the Journal of Parallel and Distributed Computing: Cloud Computing.
J. Parallel Distributed Comput., 2009

Techniques to audit and certify the long-term integrity of digital archives.
Int. J. Digit. Libr., 2009

Interactive direct volume rendering on desktop multicore processors.
Concurr. Comput. Pract. Exp., 2009

2008
Interactive High-Resolution Isosurface Ray Casting on Multicore Processors.
IEEE Trans. Vis. Comput. Graph., 2008

2007
Parallel Algorithms for Volumetric Surface Construction.
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007

An efficient and scalable parallel algorithm for out-of-core isosurface extraction and rendering.
J. Parallel Distributed Comput., 2007

Information-Aware 2<sup>n</sup>-Tree for Efficient Out-of-Core Indexing of Very Large Multidimensional Volumetric Data.
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

Component-based Data Layout for Efficient Slicing of Very Large Multidimensional Volumetric Data.
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

New techniques for ensuring the long term integrity of digital archives.
Proceedings of the 8th Annual International Conference on Digital Government Research, 2007

2006
Isosurface Extraction and Spatial Filtering using Persistent Octree (POT).
IEEE Trans. Vis. Comput. Graph., 2006

Robust technologies for automated ingestion and long-term preservation of digital information.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

2005
A new framework for addressing temporal range queries and some preliminary results.
Theor. Comput. Sci., 2005

Novel Transformation Techniques Using Q-Heaps with Applications to Computational Geometry.
SIAM J. Comput., 2005

Optimal and near-optimal algorithms for generalized intersection reporting on pointer machines.
Inf. Process. Lett., 2005

Mitigating Risk of Data Loss in Preservation Environments.
Proceedings of the 22nd IEEE / 13th NASA Goddard Conference on Mass Storage Systems and Technologies (MSST 2005), 2005

Scalable, Reliable Marshalling and Organization of Distributed Large Scale Data Onto Enterprise Storage Environments.
Proceedings of the 22nd IEEE / 13th NASA Goddard Conference on Mass Storage Systems and Technologies (MSST 2005), 2005

2004
Fast Algorithms For 3-D Dominance Reporting And Counting.
Int. J. Found. Comput. Sci., 2004

Temporal Range Exploration of Large Scale Multidimensional Time Series Data.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Strategies for Exploring Large Scale Data.
Proceedings of the 7th International Symposium on Parallel Architectures, 2004

Techniques for Indexing and Querying Temporal Observations for a Collection of Objects.
Proceedings of the Algorithms and Computation, 15th International Symposium, 2004

Space-Efficient and Fast Algorithms for Multidimensional Dominance Reporting and Counting.
Proceedings of the Algorithms and Computation, 15th International Symposium, 2004

2003
Fast Algorithms for a Class of Temporal Range Queries.
Proceedings of the Algorithms and Data Structures, 8th International Workshop, 2003

2002
Efficient Techniques for Range Search Queries on Earth Science Data.
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002

2001
Prefix Computations on Symmetric Multiprocessors.
J. Parallel Distributed Comput., 2001

On Computation Models for Clusters of Symmetric Multiprocessors.
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

2000
A perspective on Quicksort.
Comput. Sci. Eng., 2000

MOCHA: A Database Middleware System Featuring Automatic Deployment of Application-Specific Functionality.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

1999
SIMPLE: A Methodology for Programming High Performance Algorithms on Clusters of Symmetric Multiprocessors (SMPs).
J. Parallel Distributed Comput., 1999

Sorting on Clusters of SMPs.
Informatica (Slovenia), 1999

Designing Practical Efficient Algorithms for Symmetric Multiprocessors.
Proceedings of the Algorithm Engineering and Experimentation, 1999

1998
A Randomized Parallel Sorting Algorithm with an Experimental Study.
J. Parallel Distributed Comput., 1998

A New Deterministic Parallel Sorting Algorithm with an Experimental Evaluation.
ACM J. Exp. Algorithmics, 1998

1997
Fast algorithms for estimating aerosol optical depth and correcting Thematic Mapper imagery.
J. Supercomput., 1997

1996
The Block Distributed Memory Model.
IEEE Trans. Parallel Distributed Syst., 1996

Parallel algorithms for image enhancement and segmentation by region growing, with an experimental study.
J. Supercomput., 1996

Sorting Strings and Constructing Digital Search Trees in Parallel.
Theor. Comput. Sci., 1996

An Optimal Randomized Parallel Algorithm for the Single Function Coarsest Partition Problem.
Parallel Process. Lett., 1996

Parallel Algorithms for Image Histogramming and Connected Components with an Experimental Study.
J. Parallel Distributed Comput., 1996

Practical Parallel Algorithms for Personalized Communication and Integer Sorting.
ACM J. Exp. Algorithmics, 1996

An On-Line Variable-Length Binary Encoding of Text.
Inf. Sci., 1996

Parallel Algorithms for Personalized Communication and Sorting with an Experimental Study (Extended Abstract).
Proceedings of the 8th Annual ACM Symposium on Parallel Algorithms and Architectures, 1996

Practical Parallel Algorithms for Dynamic Data Redistribution, Median Finding, and Selection.
Proceedings of IPPS '96, 1996

On Combining Technology and Theory in Search of a Parallel Computation Model.
Proceedings of the 1996 International Conference on Parallel Processing Workshop, 1996

Efficient Algorithms for Estimating Atmosperic Parameters for Surface Reflectance Retrieval.
Proceedings of the 1996 International Conference on Parallel Processing, 1996

Enhancing Lempel-Ziv Codes Using an On-Line Variable Length Binary Encoding.
Proceedings of the 6th Data Compression Conference (DCC '96), Snowbird, Utah, USA, March 31, 1996

1995
Scalable data parallel algorithms for texture synthesis using Gibbs random fields.
IEEE Trans. Image Process., 1995

Efficient Image Processing Algorithms on the Scan Line Array Processor.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Using Synthetic Perturbations and Statistical Screening to Assay Shared-Memory Programs.
Inf. Process. Lett., 1995

Efficient Algorithms for Atmospheric Correction of Remotely Sensed Data.
Proceedings of the Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8, 1995, 1995

Parallel Algorithms for Image Histogramming and Connected Components with an Experimental Study (Extended Abstract).
Proceedings of the Fifth ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPOPP), 1995

An Optimal Ear Decomposition Algorithm with Applications on Fixed-Size Linear Arrays.
Proceedings of the 1995 International Conference on Parallel Processing, 1995

1994
Optimal unified architectures for the real-time computation of time-recursive discrete sinusoidal transforms.
IEEE Trans. Circuits Syst. Video Technol., 1994

An Efficient Parallel Algorithm for the Single Function Coarsest Partition Problem.
Theor. Comput. Sci., 1994

Synthetic-perturbation Techniques for Screening Shared Memory Programs.
Softw. Pract. Exp., 1994

Top-Bottom Routing Around a Rectangle is as Easy as Computing Prefix Minima.
SIAM J. Comput., 1994

Special Issue on Data Parallel Algorithms and Programming - Guest Editors' Introduction.
J. Parallel Distributed Comput., 1994

The Block Distributed Memory Model for Shared Memory Multiprocessors.
Proceedings of the 8th International Symposium on Parallel Processing, 1994

1993
Systolic architectures for finite-state vector quantization.
J. VLSI Signal Process., 1993

VLSI implementation of a tree searched vector quantizer.
IEEE Trans. Signal Process., 1993

Optimal Algorithms on the Pipelined Hypercube and Related Networks.
IEEE Trans. Parallel Distributed Syst., 1993

Designing Efficient Parallel Algorithms: Models and Paradigms with Applications to Image Processing.
Proceedings of the Seventh International Parallel Processing Symposium, 1993

Using Synthetic-Perturbation Techniques for Tuning Shared Memory Programs (Extended Abstract).
Proceedings of the 1993 International Conference on Parallel Processing, 1993

Optimal unified IIR architectures for time-recursive discrete sinusoidal transforms.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Load Balancing and Routing on the Hypercube and Related Networks.
J. Parallel Distributed Comput., 1992

On the Difficulty of Manhattan Channel Routing.
Inf. Process. Lett., 1992

An Introduction to Parallel Algorithms
Addison-Wesley, ISBN: 0-201-54856-9, 1992

1991
VLSI Architectures for Multidimensional Transforms.
IEEE Trans. Computers, 1991

Parallel Algorithms for Channel Routing in the Knock-Knee Model.
SIAM J. Comput., 1991

Parallel algorithms for VLSI routing.
Integr., 1991

Optimal Algorithms for Adjacent Side Routing.
Algorithmica, 1991

VLSI routing on the pipelined hypercube and related networks.
Proceedings of the First Great Lakes Symposium on VLSI, 1991

1990
Efficient Algorithms for List Ranking and for Solving Graph Problems on the Hypercube.
IEEE Trans. Parallel Distributed Syst., 1990

Systolic Architectures for the Computation of the Discrete Hartley and the Discrete Cosine Transforms Based on Prime Factor Decomposition.
IEEE Trans. Computers, 1990

A parallel algorithm for template matching on an SIMD mesh connected computer.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Load Balancing on the Hypercube and Related Networks.
Proceedings of the 1990 International Conference on Parallel Processing, 1990

An efficient parallel algorithm for channel routing.
Proceedings of the 1990 IEEE International Conference on Computer Design: VLSI in Computers and Processors, 1990

Some Triply-Logarithmic Parallel Algorithms (Extended Abstract)
Proceedings of the 31st Annual Symposium on Foundations of Computer Science, 1990

1989
On routing two-terminal nets in the presence of obstacles.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1989

A New Approach to Realizing Partially Symmetric Functions.
IEEE Trans. Computers, 1989

List Ranking on the Hypercube.
Proceedings of the International Conference on Parallel Processing, 1989

Parallel Algorithms for Wiring Module Pins to Frame Pads.
Proceedings of the International Conference on Parallel Processing, 1989

1988
Input Sensitive VLSI Layouts for Graphs of Arbitrary Degree.
Proceedings of the VLSI Algorithms and Architectures, 3rd Aegean Workshop on Computing, 1988

1986
A VLSI chip for the winograd/Prime factor algorithm to compute the discrete Fourier transform.
IEEE Trans. Acoust. Speech Signal Process., 1986

On the Validity of the Direct Sum Conjecture.
SIAM J. Comput., 1986

Optimal Algorithms for Mesh-Connected Parallel Processors with Serial Memories.
Proceedings of the International Conference on Parallel Processing, 1986

1985
Parallel Sorting with Serial Momories.
IEEE Trans. Computers, 1985

Improved Lower Bounds for Some Matrix Multiplication Problems.
Inf. Process. Lett., 1985

Identification Is Easier Than Decoding
Proceedings of the 26th Annual Symposium on Foundations of Computer Science, 1985

1984
VLSI Sorting with Reduced Hardware.
IEEE Trans. Computers, 1984

Information Transfer under Different Sets of Protocols.
SIAM J. Comput., 1984

Information Transfer in Distributed Computing with Applications to VLSI.
J. ACM, 1984

The VLSI Complexity of Selected Graph Problems.
J. ACM, 1984

1983
Time-Space Trade-offs for Some Algebraic Problems
J. ACM, July, 1983

An architecture for a VLSI FFT processor.
Integr., 1983

On the Computational Complexity of the Permanent (Extended Abstract)
Proceedings of the 24th Annual Symposium on Foundations of Computer Science, 1983

1982
On the Relationship between the Biconnectivity Augmentation and Traveling Salesman Problems.
Theor. Comput. Sci., 1982

Parallel Algorithms in Graph Theory: Planarity Testing.
SIAM J. Comput., 1982

Evaluation of Arithmetic Expressions with Algebraic Identities.
SIAM J. Comput., 1982

The Computational Complexity of a Set of Quadratic Functions.
J. Comput. Syst. Sci., 1982

Space Efficient Algorithms for Some Graph Theoretical Problems.
Acta Informatica, 1982

1981
Fast, Efficient Parallel Algorithms for Some Graph Problems.
SIAM J. Comput., 1981

Approximation Algorithms for Several Graph Augmentation Problems.
SIAM J. Comput., 1981

Computation of Algebraic Functions with Root Extractions
Proceedings of the 22nd Annual Symposium on Foundations of Computer Science, 1981

1980
On the Complexity of Bilinear Forms with Commutativity.
SIAM J. Comput., 1980

On the Complexity of Computing Bilinear Forms with {0, 1} Constants.
J. Comput. Syst. Sci., 1980

Computations of Bilinear Forms over Finite Fields.
J. ACM, 1980

Time-Space Tradeoffs for some Algebraic Problems
Proceedings of the 12th Annual ACM Symposium on Theory of Computing, 1980

Parallel Algorithms in Graph Theory: Planarity Testing (preliminary version).
Proceedings of the Mathematical Foundations of Computer Science 1980 (MFCS'80), 1980

1979
Optimal Evaluation of Pairs of Bilinear Forms.
SIAM J. Comput., 1979


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