10 citations · 20 across the 7 of their papers we have counts for
8 papers
Functionally Equivalent or Not? Graph-Grounded Differential Surrogate Execution for Code Equivalence
Amit Kachroo, Like Hui, Haitao Mao +2
Determining whether two programs are functionally equivalent is central to code modernization, patch validation, refactoring, and code-generation evaluation. Yet the usual signals…
QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks
Yaojie Hu, Qiang Zhou, Qihong Chen +6
We introduce QualityFlow, a dynamic agentic workflow for program synthesis. Given the English description of a programming problem and a set of unit tests, the model's goal is to s…
Sub-Resolution mmWave FMCW Radar-based Touch Localization using Deep Learning
Raghunandan M. Rao, Amit Kachroo, Koushik A. Manjunatha +2
Touchscreen-based interaction on display devices are ubiquitous nowadays. However, capacitive touch screens, the core technology that enables its widespread use, are prohibitively…
Quantifying Uncertainty with Probabilistic Machine Learning Modeling in Wireless Sensing
Amit Kachroo, Sai Prashanth Chinnapalli
The application of machine learning (ML) techniques in wireless communication domain has seen a tremendous growth over the years especially in the wireless sensing domain. However,…
Emulating UAV Motion by Utilizing Robotic Arm for mmWave Wireless Channel Characterization
Amit Kachroo, Collin A. Thornton, Md Arifur Rahman Sarker +5
In this paper, millimeter wave (mmWave) wireless channel characteristics (Doppler spread and path loss modeling) for Unmanned Aerial Vehicles (UAVs) assisted communication is analy…
Statistical Modelling of Dynamic Interference Threshold and Its Effect on Network Capacity
Amit Kachroo, Sabit Ekin, Ali Imran
In this paper, we present the case of utilizing interference temperature (IT) as a dynamic quantity rather than as a fixed quantity in an orthogonal frequency division multiple acc…