George M. Slota

48 papers A 8B 3Misc 1Journal 16Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LoDAdaC: a unified local training-based decentralized framework with adaptive gradients and compressed communication. Trans. Mach. Learn. Res. Wei Liu, Anweshit Panda, Ujwal Pandey, Haven Cook, George M. Slota, Naigang Wang, Jie Chen, Yangyang Xu
2025	—	`conf`	2D Distributed Label Propagation on 400 GPUs. HPEC George M. Slota, Michael Mandulak, Ujwal Pandey, Anthony Fabius
2025	—	`conf`	Anonymized Network Sensing using C++26 std::execution on GPUs. HPEC Michael Mandulak, Sayan Ghosh, S. M. Ferdous, Mahantesh Halappanavar, George M. Slota
2025	J	`jnl`	Anonymized Network Sensing using C++26 std::execution on GPUs. CoRR Michael Mandulak, Sayan Ghosh, S. M. Ferdous, Mahantesh Halappanavar, George M. Slota
2025	J	`jnl`	ApproxJoin: Approximate Matching for Efficient Verification in Fuzzy Set Similarity Join. CoRR Michael Mandulak, S. M. Ferdous, Sayan Ghosh, Mahantesh Halappanavar, George M. Slota
2025	J	`jnl`	Compressed Decentralized Momentum Stochastic Gradient Methods for Nonconvex Optimization. CoRR Wei Liu, Anweshit Panda, Ujwal Pandey, Christopher Brissette, Yikang Shen, George M. Slota, Naigang Wang, Jie Chen, Yangyang Xu
2025	J	`jnl`	Compressed Decentralized Momentum Stochastic Gradient Methods for Nonconvex Optimization. Trans. Mach. Learn. Res. Wei Liu, Anweshit Panda, Ujwal Pandey, Christopher Brissette, Yikang Shen, George M. Slota, Naigang Wang, Jie Chen, Yangyang Xu
2025	B	`conf`	Scaling Distributed Graph Processing to Hundreds of GPUs. ICPP George M. Slota, Michael Mandulak
2024	—	`conf`	Constant-Memory Graph Coarsening. HPEC George M. Slota, Christopher Brissette
2024	A	`conf`	Efficient Weighted Graph Matching on GPUs. SC Michael Mandulak, Sayan Ghosh, S. M. Ferdous, Mahantesh Halappanavar, George M. Slota
2024	—	`conf`	On the Robustness of Graph Reduction Against GNN Backdoor. AISec@CCS Yuxuan Zhu, Michael Mandulak, Kerui Wu, George M. Slota, Yuseok Jeon, Ka-Ho Chow, Lei Yu
2024	J	`jnl`	On the Robustness of Graph Reduction Against GNN Backdoor. CoRR Yuxuan Zhu, Michael Mandulak, Kerui Wu, George M. Slota, Yuseok Jeon, Ka-Ho Chow, Lei Yu
2023	—	`conf`	Effects of Null Model Choice on Modularity Maximization. COMPLEX NETWORKS (2) Christopher Brissette, Ujwal Pandey, George M. Slota
2023	J	`jnl`	Spectrum Consistent Coarsening Approximates Edge Weights. SIAM J. Matrix Anal. Appl. Christopher Brissette, Andy Huang, George M. Slota
2022	—	`conf`	Achieving Speedups for Distributed Graph Biconnectivity. HPEC Ian Bogle, George M. Slota
2022	—	`conf`	Correcting Output Degree Sequences in Chung-Lu Random Graph Generation. COMPLEX NETWORKS (2) Christopher Brissette, David Liu, George M. Slota
2022	—	`conf`	Distributed Algorithms for the Graph Biconnectivity and Least Common Ancestor Problems. IPDPS Workshops Ian Bogle, George M. Slota
2022	—	`conf`	Explicit Ordering Refinement for Accelerating Irregular Graph Analysis. HPEC Michael Mandulak, Ruochen Hu, George M. Slota
2022	—	`ch.`	Multicore Algorithms for Graph Connectivity Problems. Massive Graph Analytics George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
2022	J	`jnl`	Parallel coarsening of graph data with spectral guarantees. CoRR Christopher Brissette, Andy Huang, George M. Slota
2022	J	`jnl`	Parallel graph coloring algorithms for distributed GPU environments. Parallel Comput. Ian Bogle, George M. Slota, Erik G. Boman, Karen D. Devine, Sivasankaran Rajamanickam
2022	—	`ch.`	Partitioning Trillion-Edge Graphs. Massive Graph Analytics George M. Slota, Karen D. Devine, Kamesh Madduri, Sivasankaran Rajamanickam
2021	J	`jnl`	A simple method for improving the accuracy of Chung-Lu random graph generation. CoRR Christopher Brissette, George M. Slota
2021	—	`conf`	Limitations of Chung Lu Random Graph Generation. COMPLEX NETWORKS Christopher Brissette, George M. Slota
2021	J	`jnl`	Parallel Graph Coloring Algorithms for Distributed GPU Environments. CoRR Ian Bogle, Erik G. Boman, Karen D. Devine, Sivasankaran Rajamanickam, George M. Slota
2020	—	`conf`	A Parallel LFR-like Benchmark for Evaluating Community Detection Algorithms. IPDPS Workshops George M. Slota, Jack Garbus
2020	—	`conf`	Distributed Memory Graph Coloring Algorithms for Multiple GPUs. IA3@SC Ian Bogle, Erik G. Boman, Karen D. Devine, Sivasankaran Rajamanickam, George M. Slota
2020	—	`conf`	Fast and High Quality Graph Alignment via Treelets. IPDPS Workshops Morgan Lee, George M. Slota
2020	—	`conf`	Parallel Generation of Simple Null Graph Models. IPDPS Workshops Jack Garbus, Christopher Brissette, George M. Slota
2020	J	`jnl`	Scalable, Multi-Constraint, Complex-Objective Graph Partitioning. IEEE Trans. Parallel Distributed Syst. George M. Slota, Cameron Root, Karen D. Devine, Kamesh Madduri, Sivasankaran Rajamanickam
2019	B	`conf`	A Parallel Graph Algorithm for Detecting Mesh Singularities in Distributed Memory Ice Sheet Simulations. ICPP Ian Bogle, Karen D. Devine, Mauro Perego, Sivasankaran Rajamanickam, George M. Slota
2019	A	`conf`	Scalable generation of graphs for benchmarking HPC community-detection algorithms. SC George M. Slota, Jonathan W. Berry, Simon D. Hammond, Stephen L. Olivier, Cynthia A. Phillips, Sivasankaran Rajamanickam
2018	A	`conf`	Experimental Design of Work Chunking for Graph Algorithms on High Bandwidth Memory Architectures. IPDPS George M. Slota, Sivasankaran Rajamanickam
2017	J	`jnl`	Distributed Graph Layout for Scalable Small-world Network Analysis. CoRR George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
2017	—	`conf`	Fast Parallel Graph Triad Census and Triangle Counting on Shared-Memory Platforms. IPDPS Workshops Sindhuja Parimalarangan, George M. Slota, Kamesh Madduri
2017	—	`conf`	Order or Shuffle: Empirically Evaluating Vertex Order Impact on Parallel Graph Computations. IPDPS Workshops George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
2017	A	`conf`	Partitioning Trillion-Edge Graphs in Minutes. IPDPS George M. Slota, Sivasankaran Rajamanickam, Karen D. Devine, Kamesh Madduri
2016	A	`conf`	A Case Study of Complex Graph Analysis in Distributed Memory: Implementation and Optimization. IPDPS George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
2016	J	`jnl`	Complex Network Partitioning Using Label Propagation. SIAM J. Sci. Comput. George M. Slota, Kamesh Madduri, Sivasankaran Rajamanickam
2016	J	`jnl`	Partitioning Trillion-edge Graphs in Minutes. CoRR George M. Slota, Sivasankaran Rajamanickam, Karen D. Devine, Kamesh Madduri
2015	A	`conf`	High-Performance Graph Analytics on Manycore Processors. IPDPS George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
2015	J	`jnl`	Parallel color-coding. Parallel Comput. George M. Slota, Kamesh Madduri
2014	A	`conf`	BFS and Coloring-Based Parallel Algorithms for Strongly Connected Components and Related Problems. IPDPS George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
2014	A	`conf`	Complex Network Analysis Using Parallel Approximate Motif Counting. IPDPS George M. Slota, Kamesh Madduri
2014	—	`conf`	PuLP: Scalable multi-objective multi-constraint partitioning for small-world networks. IEEE BigData George M. Slota, Kamesh Madduri, Sivasankaran Rajamanickam
2014	Misc	`conf`	Simple parallel biconnectivity algorithms for multicore platforms. HiPC George M. Slota, Kamesh Madduri
2013	B	`conf`	Fast Approximate Subgraph Counting and Enumeration. ICPP George M. Slota, Kamesh Madduri
2013	—	`conf`	Symmetry Detection from RealWorld Images Competition 2013: Summary and Results. CVPR Workshops Jingchen Liu, George M. Slota, Gang Zheng, Zhaohui Wu, Minwoo Park, Seungkyu Lee, Ingmar Rauschert, Yanxi Liu