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cs.PL2023
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity
S. VenkataKeerthy, Soumya Banerjee, Sayan Dey +5
Binary similarity involves determining whether two binary programs exhibit similar functionality, often originating from the same source code. In this work, we propose VexIR2Vec, a…
cs.PL2023
The Next 700 ML-Enabled Compiler Optimizations
S. VenkataKeerthy, Siddharth Jain, Umesh Kalvakuntla +6
There is a growing interest in enhancing compiler optimizations with ML models, yet interactions between compilers and ML frameworks remain challenging. Some optimizations require…