Publications

For an updated list of publications and citations checkout my Google Scholar

ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?
Siddhant Waghjale*, Vishruth Veerendranath*, Zora Zhiruo Wang, Daniel Fried
Pre-print (Under review)
paper website

Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models
Vishruth Veerendranath, Vishwa Shah, Kshitish Ghate
AIForMath worksshop at ICML 2024
Also presented at SemEval @ NAACL 2024
paper poster

ScripTONES: Sentiment-Conditioned Music Generation for Movie Scripts
Vishruth Veerendranath, Vibha Masti, Utkarsh Gupta, Hrishit Chaudhuri, Gowri Srinivasa
AIML Systems 2023 - Gen AI
Also presented at NeurIPS 2023 - Machine Learning for Audio Workshop
paper poster website

XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge  
Karan Shah*, Vishruth Veerendranath*, Anushka Hebbar*, Raghavendra Bhat
ICML 2023 workshop on PAC-Bayes meets Interactive Learning
paper poster intel blog

Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) for Comfortable and Safe Autonomous Driving
Jayabrata Chowdhury, Vishruth Veerendranath, Suresh Sundaram, N Sundararajan
(arXiv Preprint) Paper Under Review
paper

C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code
Vishruth Veerendranath, Vibha Masti, Prajwal Anagani, Mamatha HR
AACL-IJCNLP 2022 (Student Research Workshop)
paper code slides video

GraphCoReg: Co-Training for Regression on Temporal Graphs
Harshith Mohan Kumar, Vishruth Veerendranath, Vibha Masti, Divya Shekar, Bhaskarjyoti Das
ECML-PKDD 2022, 18th Mining and Learning with Graphs Workshop
🏆 Best Student Paper Award (Oral Paper)
paper code slides poster

Multivariate Covid-19 Forecasting with Vaccinations as a Factor: The Case of India and USA
Vibha Masti*, Vishruth Veerendranath*, Harshith Mohan Kumar*
IEEE Region 10 Symposium (TENSYMP) 2022
Also presented at ICML 2022 workshop on Healthcare-AI and Covid-19
paper code slides

A Comparative Study of Algorithms for Intelligent Traffic Signal Control
Hrishit Chaudhuri*, Vibha Masti*, Vishruth Veerendranath*, S Natarajan
ICMLAS 2021
paper code slides