Atanas Rountev

The Ohio State University — United States

Computer Science · Physical Sciences

44h-index5.9kcitations159works1.32yr avg
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Research Topics

Parallel Computing and Optimization Techniques(66), Software Testing and Debugging Techniques(57), Software Engineering Research(44), Logic, programming, and type systems(35), Advanced Data Storage Technologies(29)

Publications159 total

FaSTCC: Fast Sparse Tensor Contractions on CPUs
2025· 1 citedOpen Access
Distributed Sparse Tensor Computations in MLIR
2025· 1 citedOpen Access
CoNST: Code Generator for Sparse Tensor Networks
ACM Transactions on Architecture and Code Optimization·2024· 3 citedOpen Access
CoNST: Code Generator for Sparse Tensor Networks
arXiv (Cornell University)·2024Open Access
Automatic Generation of Distributed-Memory Mappings for Tensor Computations
2023· 8 citedOpen Access
Comprehensive Accelerator-Dataflow Co-design Optimization for Convolutional Neural Networks
2022· 6 cited
Training of deep learning pipelines on memory-constrained GPUs via segmented fused-tiled execution
2022· 1 citedOpen Access
Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation
2021· 58 citedOpen Access
IOOpt: automatic derivation of I/O complexity bounds for affine programs
2021· 9 citedOpen Access
Differential Privacy for Coverage Analysis of Software Traces
DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)·2021· 2 citedOpen Access
Differential Privacy for Coverage Analysis of Software Traces (Artifact)
DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)·2021Open Access
Differentially-private software frequency profiling under linear constraints
Proceedings of the ACM on Programming Languages·2020· 1 citedOpen Access
Introducing Differential Privacy Mechanisms for Mobile App Analytics of Dynamic Content
2020· 3 cited
A study of event frequency profiling with differential privacy
2020· 4 citedOpen Access
Differentially-Private Control-Flow Node Coverage for Software Usage Analysis
USENIX Security Symposium·2020· 3 cited
Sentinel: generating GUI tests for sensor leaks in Android and Android wear apps
Software Quality Journal·2019· 11 cited
Analytical cache modeling and tilesize optimization for tensor contractions
2019· 22 citedOpen Access
Introducing Privacy in Screen Event Frequency Analysis for Android Apps
2019· 6 cited
On Optimizing Complex Stencils on GPUs
2019· 38 cited
A code generator for high-performance tensor contractions on GPUs
Symposium on Code Generation and Optimization·2019· 21 cited
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Frequent Co-authors

Guoqing Xu(13), P. Sadayappan(11), Dacong Yan(10), Barbara G. Ryder(8), Uday Bondhugula(7), J. Ramanujam(7), Shengqian Yang(7), Ana Milanova(6), Muthu Manikandan Baskaran(6), Sriram Krishnamoorthy(6), Haowei Wu(6), Nick Mitchell(3), Matthew Arnold(3), Gary Sevitsky(3), Yan Wang(3), Scott Kagan(3), Feng Qin(3), Louis-Noël Pouchet(3), Hailong Zhang(2), Michael D. Bond(2)