4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.SE2023
Learning-Based Automatic Synthesis of Software Code and Configuration
Shantanu Mandal
Increasing demands in software industry and scarcity of software engineers motivates researchers and practitioners to automate the process of software generation and configuration.…
cs.LG2023
ADA-GP: Accelerating DNN Training By Adaptive Gradient Prediction
Vahid Janfaza, Shantanu Mandal, Farabi Mahmud +1
Neural network training is inherently sequential where the layers finish the forward propagation in succession, followed by the calculation and back-propagation of gradients (based…
cs.SE2023★ 4 cited
Large Language Models Based Automatic Synthesis of Software Specifications
Shantanu Mandal, Adhrik Chethan, Vahid Janfaza +5
Software configurations play a crucial role in determining the behavior of software systems. In order to ensure safe and error-free operation, it is necessary to identify the corre…