21 citations · 36 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
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…
POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning
Shalini Jain, Yashas Andaluri, S. VenkataKeerthy +1
The ever increasing memory requirements of several applications has led to increased demands which might not be met by embedded devices. Constraining the usage of memory in such ca…