Frank Liu
Orcid: 0000-0001-6615-0739Affiliations:
- Oak Ridge National Laboratory, Computer Science and Mathematics Division, TN, USA
- IBM Austin Research Laboratory, Austin, TX, USA (former)
- Carnegie Mellon University, Pittsburgh, PA, USA (PhD)
According to our database1,
Frank Liu
authored at least 100 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
Comput. Softw. Big Sci., December, 2024
Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials.
Int. J. High Perform. Comput. Appl., July, 2023
CoRR, 2023
Mixed-Precision S/DGEMM Using the TF32 and TF64 Frameworks on Low-Precision AI Tensor Cores.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
DDStore: Distributed Data Store for Scalable Training of Graph Neural Networks on Large Atomistic Modeling Datasets.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Proceedings of the 2nd International Workshop on Extreme Heterogeneity Solutions, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the International Conference on Machine Learning and Applications, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Neuromorph. Comput. Eng., December, 2022
Adrastea: An Efficient FPGA Design Environment for Heterogeneous Scientific Computing and Machine Learning.
Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022
LaRIS: Targeting Portability and Productivity for LAPACK Codes on Extreme Heterogeneous Systems by Using IRIS.
Proceedings of the IEEE/ACM Redefining Scalability for Diversely Heterogeneous Architectures Workshop, 2022
Proceedings of the 2022 International Symposium on Memory Systems, 2022
Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Self-supervised Novelty Detection for Continual Learning: A Gradient-Based Approach Boosted by Binary Classification.
Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021
Proceedings of the High Performance Computing - 36th International Conference, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
CoRR, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Deffe: a data-efficient framework for performance characterization in domain-specific computing.
Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
2019
Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
A Memory-Efficient Markov Decision Process Computation Framework Using BDD-based Sampling Representation.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
2018
Optimization of Genomics Analysis Pipeline for Scalable Performance in a Cloud Environment.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
SparkGA: A Spark Framework for Cost Effective, Fast and Accurate DNA Analysis at Scale.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
IEEE Des. Test, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
Efficient Transient Analysis of Power Delivery Network With Clock/Power Gating by Sparse Approximation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015
Proceedings of the 8th Workshop on High Performance Computational Finance, 2015
2014
Found. Trends Electron. Des. Autom., 2014
Environ. Model. Softw., 2014
Proceedings of the Euro-Par 2014 Parallel Processing, 2014
Proceedings of the 51st Annual Design Automation Conference 2014, 2014
2012
Proceedings of the IEEE International Conference on IC Design & Technology, 2012
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
Proceedings of the 49th Annual Design Automation Conference 2012, 2012
2011
Statistical Modeling and Simulation of Threshold Variation Under Random Dopant Fluctuations and Line-Edge Roughness.
IEEE Trans. Very Large Scale Integr. Syst., 2011
Virtual Probe: A Statistical Framework for Low-Cost Silicon Characterization of Nanoscale Integrated Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011
Proceedings of the Design, Automation and Test in Europe, 2011
2010
The Impact of NBTI Effect on Combinational Circuit: Modeling, Simulation, and Analysis.
IEEE Trans. Very Large Scale Integr. Syst., 2010
Modeling and Analysis of the Nonrectangular Gate Effect for Postlithography Circuit Simulation.
IEEE Trans. Very Large Scale Integr. Syst., 2010
IEEE Des. Test Comput., 2010
Multi-Wafer Virtual Probe: Minimum-cost variation characterization by exploring wafer-to-wafer correlation.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010
Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010
2009
IEEE Trans. Very Large Scale Integr. Syst., 2009
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009
Proceedings of the 46th Design Automation Conference, 2009
Proceedings of the 46th Design Automation Conference, 2009
2008
Proceedings of the Handbook of Algorithms for Physical Design Automation., 2008
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008
Statistical modeling and simulation of threshold variation under dopant fluctuations and line-edge roughness.
Proceedings of the 45th Design Automation Conference, 2008
2007
IEEE Trans. Very Large Scale Integr. Syst., 2007
IEEE Trans. Very Large Scale Integr. Syst., 2007
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007
Proceedings of the 33rd European Solid-State Circuits Conference, 2007
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007
Proceedings of the 44th Design Automation Conference, 2007
Modeling and Analysis of Non-Rectangular Gate for Post-Lithography Circuit Simulation.
Proceedings of the 44th Design Automation Conference, 2007
Proceedings of the 44th Design Automation Conference, 2007
A New Methodology for Interconnect Parasitics Extraction Considering Photo-Lithography Effects.
Proceedings of the 12th Conference on Asia South Pacific Design Automation, 2007
2006
Proceedings of the 7th International Symposium on Quality of Electronic Design (ISQED 2006), 2006
Practical variation-aware interconnect delay and slew analysis for statistical timing verification.
Proceedings of the 2006 International Conference on Computer-Aided Design, 2006
Proceedings of the Conference on Design, Automation and Test in Europe, 2006
Proceedings of the Conference on Design, Automation and Test in Europe, 2006
Proceedings of the IEEE 2006 Custom Integrated Circuits Conference, 2006
2005
Proceedings of the 2005 Design, 2005
A noise-driven effective capacitance method with fast embedded noise rule calculation for functional noise analysis.
Proceedings of the 42nd Design Automation Conference, 2005
2004
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004
Closed-form expressions for extending step delay and slew metrics to ramp inputs for RC trees.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004
Sparse and efficient reduced order modeling of linear subcircuits with large number of terminals.
Proceedings of the 2004 International Conference on Computer-Aided Design, 2004
Proceedings of the 41th Design Automation Conference, 2004
2003
Proceedings of the 2003 International Symposium on Physical Design, 2003
Proceedings of the 2003 International Symposium on Low Power Electronics and Design, 2003
A Heuristic to Determine Low Leakage Sleep State Vectors for CMOS Combinational Circuits.
Proceedings of the 2003 International Conference on Computer-Aided Design, 2003
Proceedings of the 40th Design Automation Conference, 2003
2002
Proceedings of the 8th ACM/IEEE International Workshop on Timing Issues in the Specification and Synthesis of Digital Systems, 2002
Proceedings of the 8th ACM/IEEE International Workshop on Timing Issues in the Specification and Synthesis of Digital Systems, 2002