Melissa C. Smith

48 papers A* 1A 5B 2C 1Journal 25Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GEMDiff: a diffusion workflow bridges between normal and tumor gene expression states: a breast cancer case study. Briefings Bioinform. Xusheng Ai, Melissa C. Smith, F. Alex Feltus
2023	J	`jnl`	Accelerated dynamic data reduction using spatial and temporal properties. Int. J. High Perform. Comput. Appl. Megan Hickman Fulp, Dakota Fulp, Changfeng Zou, Cooper Sanders, Ayan Biswas, Melissa C. Smith, Jon C. Calhoun
2023	—	`conf`	Lossy and Lossless Compression for BioFilm Optical Coherence Tomography (OCT). SC Workshops Max Henry Faykus, Jon Calhoun, Melissa C. Smith
2022	J	`jnl`	Addressing noise in co-expression network construction. Briefings Bioinform. Josh J. R. Burns, Benjamin T. Shealy, Mitchell S. Greer, John A. Hadish, Matthew McGowan, Tyler Biggs, Melissa C. Smith, F. Alex Feltus, Stephen P. Ficklin
2022	J	`jnl`	GEMmaker: process massive RNA-seq datasets on heterogeneous computational infrastructure. BMC Bioinform. John A. Hadish, Tyler Biggs, Benjamin T. Shealy, M. Reed Bender, Coleman McKnight, Connor Wytko, Melissa C. Smith, F. Alex Feltus, Loren A. Honaas, Stephen P. Ficklin
2022	B	`conf`	Lossy Compression to Reduce Latency of Local Image Transfer for Autonomous Off-Road Perception Systems. IEEE Big Data Max H. Faykus, Bradley Selee, Jon C. Calhoun, Melissa C. Smith
2021	J	`jnl`	A Parallel Jacobi-Embedded Gauss-Seidel Method. IEEE Trans. Parallel Distributed Syst. Afshin Ahmadi, Felice Manganiello, Amin Khademi, Melissa C. Smith
2021	J	`jnl`	GPU Acceleration of the HemeLB Code for Lattice Boltzmann Simulations in Sparse Complex Geometries. IEEE Access Benjamin T. Shealy, Mehrdad Yousefi, Ashwin Trikuta Srinath, Melissa C. Smith, Ulf D. Schiller
2021	—	`conf`	Intelligent Resource Provisioning for Scientific Workflows and HPC. WORKS Benjamin T. Shealy, F. Alex Feltus, Melissa C. Smith
2021	—	`conf`	Speaker-Aware Speech Enhancement with Self-Attention. EUSIPCO Ju Lin, Adriaan J. de Lind van Wijngaarden, Melissa C. Smith, Kuang-Ching Wang
2021	J	`jnl`	Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks. CoRR Ju Lin, Adriaan J. de Lind van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith
2021	J	`jnl`	Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks. IEEE ACM Trans. Audio Speech Lang. Process. Ju Lin, Adriaan J. de Lind van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith
2021	B	`conf`	Systematic Evaluation and Enhancement of Speech Recognition in Operational Medical Environments. IJCNN Snigdhaswin Kar, Prabodh Mishra, Ju Lin, Minjae Woo, Nicholas Deas, Caleb Linduff, Sufeng Niu, Yuzhe Yang, Jerome McClendon, D. Hudson Smith, Melissa C. Smith, Ronald W. Gimbel, Kuang-Ching Wang
2021	C	`conf`	TIGRA: A Tightly Integrated Generic RISC-V Accelerator Interface. CLUSTER Brad Green, Dillon Todd, Jon C. Calhoun, Melissa C. Smith
2021	J	`jnl`	Towards Aggregated Asynchronous Checkpointing. CoRR Mikaila J. Gossman, Bogdan Nicolae, Jon C. Calhoun, Franck Cappello, Melissa C. Smith
2020	J	`jnl`	Cellular State Transformations Using Deep Learning for Precision Medicine Applications. Patterns Colin Targonski, M. Reed Bender, Benjamin T. Shealy, Benafsh Husain, Bill Paseman, Melissa C. Smith, F. Alex Feltus
2020	A	`conf`	Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning. INTERSPEECH Ju Lin, Sufeng Niu, Adriaan J. de Lind van Wijngaarden, Jerome L. McClendon, Melissa C. Smith, Kuang-Ching Wang
2019	J	`jnl`	Cellular State Transformations using Generative Adversarial Networks. CoRR Colin Targonski, Benjamin T. Shealy, Melissa C. Smith, F. Alex Feltus
2019	J	`jnl`	GPU Implementation of Pairwise Gaussian Mixture Models for Multi-Modal Gene Co-Expression Networks. IEEE Access Benjamin T. Shealy, Josh J. R. Burns, Melissa C. Smith, F. Alex Feltus, Stephen P. Ficklin
2019	A	`conf`	Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction. INTERSPEECH Ju Lin, Sufeng Niu, Zice Wei, Xiang Lan, Adriaan J. de Lind van Wijngaarden, Melissa C. Smith, Kuang-Ching Wang
2018	—	`conf`	Artificial Intelligence and Deep Learning Applications for Automotive Manufacturing. IEEE BigData André Luckow, Ken Kennedy, Marcin Ziolkowski, Emil Djerekarov, Matthew Cook, Edward B. Duffy, Michael Schleiss, Bennie Vorster, Edwin Weill, Ankit Kulshrestha, Melissa C. Smith
2018	A*	`conf`	Generalized Value Iteration Networks: Life Beyond Lattices. AAAI Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic
2017	J	`jnl`	Generalized Value Iteration Networks: Life Beyond Lattices. CoRR Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic
2016	—	`conf`	HPC enabled real-time remote processing of laparoscopic surgery. Image-Guided Procedures Zahra Ronaghi, Karan Sapra, Ryan Izard, Edward B. Duffy, Melissa C. Smith, Kuang-Ching Wang, David M. Kwartowitz
2015	A	`conf`	Enhancing Hardware Design Flows with MyHDL. FPGA Keerthan Jaic, Melissa C. Smith
2015	J	`jnl`	Subjective versus objective: classifying analytical models for productive heterogeneous performance prediction. J. Supercomput. Vivek K. Pallipuram, Melissa C. Smith, Nilim Sarma, Ranajeet Anand, Edwin Weill, Karan Sapra
2014	—	`conf`	A practical network intrusion detection system for inline FPGAs on 10GbE network adapters. ASAP Keerthan Jaic, Melissa C. Smith, Nilim Sarma
2014	J	`jnl`	A regression-based performance prediction framework for synchronous iterative algorithms on general purpose graphical processing unit clusters. Concurr. Comput. Pract. Exp. Vivek K. Pallipuram, Melissa C. Smith, Nimisha Raut, Xiaoyu Ren
2014	—	`conf`	Combining Hadoop and GPU to preprocess large Affymetrix microarray data. IEEE BigData Sufeng Niu, Guangyu Yang, Nilim Sarma, Pengfei Xuan, Melissa C. Smith, Pradip K. Srimani, Feng Luo
2014	J	`jnl`	Guest Editorial: Application Specific Processors and Architectures. J. Signal Process. Syst. Melissa C. Smith, Kubilay Atasu
2013	—	`conf`	Circumventing keyloggers and screendumps. MALWARE Karan Sapra, Benafsh Husain, Richard R. Brooks, Melissa C. Smith
2013	J	`jnl`	Maximizing capture of gene co-expression relationships through pre-clustering of input expression samples: an Arabidopsis case study. BMC Syst. Biol. F. Alex Feltus, Stephen P. Ficklin, Scott M. Gibson, Melissa C. Smith
2012	J	`jnl`	A comparative study of GPU programming models and architectures using neural networks. J. Supercomput. Vivek K. Pallipuram, Mohammad Ashraf Bhuiyan, Melissa C. Smith
2012	J	`jnl`	Optimization of Shared High-Performance Reconfigurable Computing Resources. ACM Trans. Embed. Comput. Syst. Melissa C. Smith, Gregory D. Peterson
2011	J	`jnl`	An End-to-End Tool Flow for FPGA-Accelerated Scientific Computing. IEEE Des. Test Comput. Greg Stitt, Alan D. George, Herman Lam, Melissa C. Smith, Vikas Aggarwal, Gongyu Wang, Casey Reardon, Brian Holland, Seth Koehler, James Coole
2011	J	`jnl`	An analytical model for multilevel performance prediction of Multi-FPGA systems. ACM Trans. Reconfigurable Technol. Syst. Brian Holland, Alan D. George, Herman Lam, Melissa C. Smith
2011	J	`jnl`	Performance, optimization, and fitness: Connecting applications to architectures. Concurr. Comput. Pract. Exp. Mohammad Ashraf Bhuiyan, Melissa C. Smith, Vivek K. Pallipuram
2010	—	`conf`	Acceleration of spiking neural networks in emerging multi-core and GPU architectures. IPDPS Workshops Mohammad Ashraf Bhuiyan, Vivek K. Pallipuram, Melissa C. Smith
2010	—	`conf`	Energy efficient biomolecular simulations with FPGA-based reconfigurable computing. Conf. Computing Frontiers Ananth Nallamuthu, Melissa C. Smith, Scott S. Hampton, Pratul K. Agarwal, Sadaf R. Alam
2010	—	`conf`	Optimization and performance study of large-scale biological networks for reconfigurable computing. HPRCTA@SC Mohammad Ashraf Bhuiyan, Ananth Nallamuthu, Melissa C. Smith, Vivek K. Pallipuram
2009	—	`conf`	FPGA Implementation of Izhikevich Spiking Neural Networks for Character Recognition. ReConFig Kenneth L. Rice, Mohammad Ashraf Bhuiyan, Tarek M. Taha, Christopher N. Vutsinas, Melissa C. Smith
2007	—	`conf`	An Application Specific Memory Characterization Technique for Co-processor Accelerators. ASAP Sadaf R. Alam, Jeffrey S. Vetter, Melissa C. Smith
2007	J	`jnl`	Throughput Improvement of Molecular Dynamics Simulations Using Reconfigurable Computing. Scalable Comput. Pract. Exp. Sadaf R. Alam, Pratul K. Agarwal, Jeffrey S. Vetter, Melissa C. Smith
2007	J	`jnl`	Using FPGA Devices to Accelerate Biomolecular Simulations. Computer Sadaf R. Alam, Pratul K. Agarwal, Melissa C. Smith, Jeffrey S. Vetter, David Caliga
2006	A	`conf`	Simulative analysis of dynamic scheduling heuristics for reconfigurable computing of parallel applications. FPGA Rajagopal Subramaniyan, Ian A. Troxel, Alan D. George, Melissa C. Smith
2005	A	`conf`	Accelerating Scientific Applications with the SRC-6 Reconfigurable Computer: Methodologies and Analysis. IPDPS Melissa C. Smith, Jeffrey S. Vetter, Xuejun Liang
2005	—	`conf`	Balancing FPGA Resource Utilities. ERSA Xuejun Liang, Jeffrey S. Vetter, Melissa C. Smith, Arthur S. Bland
2005	J	`jnl`	Parallel application performance on shared high performance reconfigurable computing resources. Perform. Evaluation Melissa C. Smith, Gregory D. Peterson