Muhammad Osama

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Matrix Multiplication

Space Exploration

Gpu Accelerated

Top Venues

IPDPS Workshops

Publications

Ryan Swann, Muhammad Osama, Karthik Sangaiah, Jalal Mahmud
Seer: Predictive Runtime Kernel Selection for Irregular Problems. CGO (2024)
Ryan Swann, Muhammad Osama, Karthik Sangaiah, Jalal Mahmud
Seer: Predictive Runtime Kernel Selection for Irregular Problems. CoRR (2024)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
A Programming Model for GPU Load Balancing. PPoPP (2023)
Anton Wijs, Muhammad Osama
GPUexplore 3.0: GPU Accelerated State Space Exploration for Concurrent Systems with Data. SPIN (2023)
Muhammad Osama, Dave Zachariah, Peter Stoica, Thomas B. Schön
Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness. Trans. Mach. Learn. Res. 2023 (2023)
Johri van Eerd, Jan Friso Groote, Pieter Hijma, Jan Martens, Muhammad Osama, Anton Wijs
Innermost many-sorted term rewriting on GPUs. Sci. Comput. Program. 225 (2023)
Muhammad Osama, Duane Merrill, Cris Cecka, Michael Garland, John D. Owens
Stream-K: Work-Centric Parallel Decomposition for Dense Matrix-Matrix Multiplication on the GPU. PPoPP (2023)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
A Programming Model for GPU Load Balancing. CoRR (2023)
Anton Wijs, Muhammad Osama
A GPU Tree Database for Many-Core Explicit State Space Exploration. TACAS (1) (2023)
Muhammad Osama, Duane Merrill, Cris Cecka, Michael Garland, John D. Owens
Stream-K: Work-centric Parallel Decomposition for Dense Matrix-Matrix Multiplication on the GPU. CoRR (2023)
Muhammad U. Anwaar, Farjad Adnan, Asma Abro, Rayyan A. Khan, Asad U. Rehman, Muhammad Osama, Christopher Rainville, Suresh Kumar, David E. Sterner, Saad Javed, Syed B. Jamal, Ahmadullah Baig, Muhammad R. Shabbir, Waseh Ahsan, Tauseef R. Butt, Muhammad Z. Assir
Combined deep learning and molecular docking simulations approach identifies potentially effective FDA approved drugs for repurposing against SARS-CoV-2. Comput. Biol. Medicine 141 (2022)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
Essentials of Parallel Graph Analytics. CoRR (2022)
Muhammad Osama
GPU Load Balancing. CoRR (2022)
Muhammad Osama, Serban D. Porumbescu, John D. Owens
Essentials of Parallel Graph Analytics. IPDPS Workshops (2022)
Muhammad Osama, Anton Wijs, Armin Biere
SAT Solving with GPU Accelerated Inprocessing. TACAS (1) (2021)
Muhammad Osama, Anton Wijs
GPU Acceleration of Bounded Model Checking with ParaFROST. CAV (2) (2021)
Muhammad Osama, Dave Zachariah, Petre Stoica
Distributionally Robust Learning in Heterogeneous Contexts. CoRR (2021)
Muhammad Osama, Dave Zachariah, Satyam Dwivedi, Petre Stoica
Robust localization in wireless networks from corrupted signals. EURASIP J. Adv. Signal Process. 2021 (1) (2021)
Muhammad Osama, Dave Zachariah, Peter Stoica
Learning Robust Decision Policies from Observational Data. CoRR (2020)
Muhammad Osama, Dave Zachariah, Satyam Dwivedi, Petre Stoica
Robust Localization in Wireless Networks From Corrupted Signals. CoRR (2020)
Hassan A. Youness, Muhammad Osama, Aziza I. Hussein, Mohammed Moness, Ammar Mostafa Hassan
An Effective SAT Solver Utilizing ACO Based on Heterogenous Systems. IEEE Access 8 (2020)
Muhammad Osama, Dave Zachariah, Peter Stoica
Learning Robust Decision Policies from Observational Data. NeurIPS (2020)
Muhammad Osama, Anton Wijs
Multiple Decision Making in Conflict-Driven Clause Learning. ICTAI (2020)
Muhammad Osama, Dave Zachariah, Petre Stoica
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. CoRR (2020)
Muhammad Osama, Minh Truong, Carl Yang, Aydin Buluç, John D. Owens
Graph Coloring on the GPU. IPDPS Workshops (2019)
Muhammad Osama, Dave Zachariah, Peter Stoica
Robust Risk Minimization for Statistical Learning. CoRR (2019)
Muhammad Osama, Dave Zachariah, Thomas B. Schön
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. CoRR (2019)
Chen Liu, Anderson de Andrade, Muhammad Osama
Exploring Multilingual Syntactic Sentence Representations. W-NUT@EMNLP (2019)
Muhammad Osama, Anton Wijs
Parallel SAT Simplification on GPU Architectures. TACAS (1) (2019)
Muhammad Osama, Dave Zachariah, Thomas B. Schön
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. ICML (2019)
Chen Liu, Muhammad Osama, Anderson de Andrade
DENS: A Dataset for Multi-class Emotion Analysis. CoRR (2019)
Muhammad Osama, Dave Zachariah, Peter Stoica
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. NeurIPS (2019)
Chen Liu, Muhammad Osama, Anderson de Andrade
DENS: A Dataset for Multi-class Emotion Analysis. EMNLP/IJCNLP (1) (2019)
Chen Liu, Anderson de Andrade, Muhammad Osama
Exploring Multilingual Syntactic Sentence Representations. CoRR (2019)
Muhammad Osama, Anton Wijs
SIGmA: GPU Accelerated Simplification of SAT Formulas. IFM (2019)
Muhammad Osama, Dave Zachariah, Thomas B. Schön
Learning Localized Spatio-Temporal Models From Streaming Data. CoRR (2018)
Muhammad Rafi, Bilal Aamer, Mubashir Naseem, Muhammad Osama
Solving document clustering problem through meta heuristic algorithm: black hole. ICMLSC (2018)
Muhammad Osama, Lamya Gaber, Aziza I. Hussein, Hanafy Mahmoud
An Efficient SAT-Based Test Generation Algorithm with GPU Accelerator. J. Electron. Test. 34 (5) (2018)
Mohammed Moness, Muhammad Osama, Ahmed Mahmoud Moustafa
A Real-Time Heterogeneous Emulator of a High-Fidelity Utility-Scale Variable-Speed Variable-Pitch Wind Turbine. IEEE Trans. Ind. Informatics 14 (2) (2018)
Aidan N. Gomez, Sicong Huang, Ivan Zhang, Bryan M. Li, Muhammad Osama, Lukasz Kaiser
Unsupervised Cipher Cracking Using Discrete GANs. CoRR (2018)
Muhammad Osama, Dave Zachariah, Thomas B. Schön
Learning Localized Spatio-Temporal Models From Streaming Data. ICML (2018)
Aidan N. Gomez, Sicong Huang, Ivan Zhang, Bryan M. Li, Muhammad Osama, Lukasz Kaiser
Unsupervised Cipher Cracking Using Discrete GANs. ICLR (Poster) (2018)
Yangzihao Wang, Yuechao Pan, Andrew A. Davidson, Yuduo Wu, Carl Yang, Leyuan Wang, Muhammad Osama, Chenshan Yuan, Weitang Liu, Andy T. Riffel, John D. Owens
Gunrock: GPU Graph Analytics. CoRR (2017)
Yangzihao Wang, Yuechao Pan, Andrew A. Davidson, Yuduo Wu, Carl Yang, Leyuan Wang, Muhammad Osama, Chenshan Yuan, Weitang Liu, Andy T. Riffel, John D. Owens
Gunrock: GPU Graph Analytics. ACM Trans. Parallel Comput. 4 (1) (2017)
Mahrukh Siddiqui, Mohammad Yousuf ul Islam, Bushra Abid Iqbal Mufti, Natasha Khan, Muhammad Saad Farooq, Mariam Gul Muhammad, Muhammad Osama, Danish Kherani, Abdul Nafey Kazi, Abdul Momin Kazi
Assessing acceptability of hypertensive/diabetic patients towards mobile health based behavioral interventions in Pakistan: A pilot study. Int. J. Medical Informatics 84 (11) (2015)
Hassan A. Youness, Aziza Ibraheim, Mohammed Moness, Muhammad Osama
An Efficient Implementation of Ant Colony Optimization on GPU for the Satisfiability Problem. PDP (2015)