Sheng‐Yu Fu

Microsoft (United States) — United States

Computer Science · Physical Sciences

11h-index1.6kcitations29works0.02yr avg
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Research Topics

Parallel Computing and Optimization Techniques(19), Advanced Data Storage Technologies(14), Embedded Systems Design Techniques(11), Software Engineering Research(5), Software Testing and Debugging Techniques(5)

Publications29 total

Automating code review activities by large-scale pre-training
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering·2022· 149 cited
GraphCodeBERT: Pre-training Code Representations with Data Flow
2021· 332 cited
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
arXiv (Cornell University)·2021· 415 citedOpen Access
IntelliCode compose: code generation using transformer
2020· 27 citedOpen Access
GraphCodeBERT: Pre-training Code Representations with Data Flow
arXiv (Cornell University)·2020· 152 citedOpen Access
Exploiting Vector Processing in Dynamic Binary Translation
2019· 1 cited
Optimizing data permutations in structured loads/stores translation and SIMD register mapping for a cross-ISA dynamic binary translator
Journal of Systems Architecture·2019· 5 cited
Enhancing transactional memory execution via dynamic binary translation
ACM SIGAPP Applied Computing Review·2019· 1 cited
Exploiting SIMD Asymmetry in ARM-to-x86 Dynamic Binary Translation
ACM Transactions on Architecture and Code Optimization·2019· 4 citedOpen Access
Translating Traditional SIMD Instructions to Vector Length Agnostic Architectures
2019· 1 cited
Processor-Tracing Guided Region Formation in Dynamic Binary Translation
ACM Transactions on Architecture and Code Optimization·2018· 2 citedOpen Access
Dynamic tuning of applications using restricted transactional memory
2018
Exploiting SIMD capability in an ARMv7-to-ARMv8 dynamic binary translator
Compilers, Architecture, and Synthesis for Embedded Systems·2018
Work-in-Progress: Exploiting SIMD Capability in an ARMv7-to-ARMv8 Dynamic Binary Translator
2018
Automatically Migrating Sequential Applications to Heterogeneous System Architecture
2018
Efficient and retargetable SIMD translation in a dynamic binary translator
Software Practice and Experience·2018· 7 cited
Improving SIMD Parallelism via Dynamic Binary Translation
ACM Transactions on Embedded Computing Systems·2018· 14 cited
Exploiting Asymmetric SIMD Register Configurations in ARM-to-x86 Dynamic Binary Translation
2017· 13 cited
Adaptive runtime exploiting sparsity in tensor of deep learning neural network on heterogeneous systems
2017· 7 cited
Dynamic translation of structured Loads/Stores and register mapping for architectures with SIMD extensions
ACM SIGPLAN Notices·2017· 1 cited
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Frequent Co-authors

Wei‐Chung Hsu(20), Jan‐Jan Wu(17), Ding‐Yong Hong(15), Yuping Liu(9), Neel Sundaresan(5), Shuai Lu(4), Daya Guo(4), A. Svyatkovskiy(4), Nan Duan(4), Shao Kun Deng(4), Yuping Liu(4), Shuo Ren(3), Colin B. Clement(3), Dawn Drain(3), Daxin Jiang(3), Duyu Tang(3), Long Zhou(3), Michele Tufano(3), Ming Zhou(3), Shujie Liu(3)