All Stories

  1. Significant ASR Error Detection for Conversational Voice Assistants

    Article • April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  2. General-purpose Unsupervised Cyber Anomaly Detection via Non-negative Tensor Factorization

    Article • Digital Threats Research and Practice, March 2023, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  3. ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale

    Article • August 2022, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  4. Quantum Algorithm Implementations for Beginners

    Article • ACM Transactions on Quantum Computing, July 2022, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati, Susan Mniszewski

  5. Improved Protein Decoy Selection via Non-Negative Matrix Factorization

    Article • IEEE/ACM Transactions on Computational Biology and Bioinformatics, May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  6. Hybrid, scalable, trace-driven performance modeling of GPGPUs

    Article • November 2021, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  7. Machine Learning–enabled Scalable Performance Prediction of Scientific Codes

    Article • ACM Transactions on Modeling and Computer Simulation, April 2021, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  8. Decoy selection for protein structure prediction via extreme gradient boosting and ranking

    Article • BMC Bioinformatics, December 2020, Springer Science + Business Media

    Gopinath Chennupati Chennupati

  9. NVIDIA GPGPUs Instructions Energy Consumption

    Article • August 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  10. Verified instruction-level energy consumption measurement for NVIDIA GPUs

    Article • May 2020, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  11. Distributed non-negative matrix factorization with determination of the number of latent features

    Article • The Journal of Supercomputing, February 2020, Springer Science + Business Media

    Gopinath Chennupati Chennupati

  12. An Out of Memory tSVD for Big-Data Factorization

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  13. Code Characterization With Graph Convolutions and Capsule Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  14. Unsupervised and Supervised Learning over the Energy Landscape for Protein Decoy Selection

    Article • Biomolecules, October 2019, MDPI AG

    Gopinath Chennupati Chennupati

  15. On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks

    Article • June 2019, Office of Scientific and Technical Information (OSTI)

    Gopinath Chennupati Chennupati

  16. A Probabilistic Monte Carlo Framework for Branch Prediction

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  17. AMM: Scalable Memory Reuse Model to Predict the Performance of Physics Codes

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  18. Performance Prediction of Physics Codes on CPUs

    Article • February 2017, Office of Scientific and Technical Information (OSTI)

    Gopinath Chennupati Chennupati

  19. Compute Node Models: Large-scale Amenable Block-Level Simulation for Memory Hierarchies and Pipelines

    Article • February 2017, Office of Scientific and Technical Information (OSTI)

    Gopinath Chennupati Chennupati

  20. Automatic lock-free parallel programming on multi-core processors

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati

  21. On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms

    Article • July 2015, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  22. Performance Optimization of Multi-Core Grammatical Evolution Generated Parallel Recursive Programs

    Article • July 2015, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  23. Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution

    Article • July 2015, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  24. Automatic Evolution of Parallel Recursive Programs

    Article • January 2015, Springer Science + Business Media

    Gopinath Chennupati Chennupati

  25. Automatic Evolution of Parallel Sorting Programs on Multi-cores

    Article • January 2015, Springer Science + Business Media

    Gopinath Chennupati Chennupati

  26. Multi-core GE

    Article • July 2014, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  27. Predict the performance of GE with an ACO based machine learning algorithm

    Article • July 2014, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  28. Predict the success or failure of an evolutionary algorithm run

    Article • July 2014, ACM (Association for Computing Machinery)

    Gopinath Chennupati Chennupati

  29. On the efficiency of Multi-core Grammatical Evolution (MCGE) evolving multi-core parallel programs

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Gopinath Chennupati Chennupati