Kunal Banerjee

Walmart (United States) — United States

Computer Science · Physical Sciences

14h-index879citations74works1.32yr avg
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Research Topics

Embedded Systems Design Techniques(19), Formal Methods in Verification(17), Parallel Computing and Optimization Techniques(15), Software Testing and Debugging Techniques(12), Advanced Neural Network Applications(10)

Publications74 total

You believe your LLM is not delusional? Think again! a study of LLM hallucination on foundation models under perturbation
Discover Data·2025· 3 citedOpen Access
Real-time Anomaly Prediction at Scale using Anomaly Detection Augmented with Regression
2024Open Access
waLLMartCache: A Distributed, Multi-tenant and Enhanced Semantic Caching System for LLMs
Lecture notes in computer science·2024· 1 cited
BARGAIN: A Super-Resolution Technique to Gain High-Resolution Images for Barcodes
2024· 1 cited
Are you a Foodie looking for New Cookies to try out? Better not ask an LLM
2023
Designing a Vision Transformer based Enhanced Text Extractor for Product Images
2023
A Dynamic Attention Based Graph Neural Network for Anomaly Prediction in Multi-Variate Time-Series & Its Application in Network Monitoring
2023· 1 cited
A Novel Soft-Computing Technique in Hydroxyapatite Coating Selection for Orthopedic Prosthesis
Lecture notes in electrical engineering·2023· 1 cited
WALTS: Walmart AutoML Libraries, Tools and Services
2022· 2 cited
Detecting Concept Drift in the Presence of Sparsity -- A Case Study of Automated Change Risk Assessment System
arXiv (Cornell University)·2022· 1 citedOpen Access
These Deals Won't Last! Longevity, Uniformity and Bias in Product Badge Assignment in E-Commerce Platforms
arXiv (Cornell University)·2022· 2 citedOpen Access
Designing, Developing and Deploying an Enterprise Scale Network Monitoring System
2022· 4 cited
Don’t Miss the Fine Print! An Enhanced Framework to Extract Text from Low Resolution Images
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications·2022· 2 citedOpen Access
Look before You Leap! Designing a Human-centered AI System for Change Risk Assessment
Proceedings of the 14th International Conference on Agents and Artificial Intelligence·2022Open Access
From Pixels to Words
2021· 1 cited
Look Before You Leap! Designing a Human-Centered AI System for Change Risk Assessment
arXiv (Cornell University)·2021Open Access
Designing a Bot for Efficient Distribution of Service Requests
2021Open Access
Exploring Alternatives to Softmax Function
2021· 1 citedOpen Access
Harnessing Deep Learning via a Single Building Block
2020· 31 cited
Reliability Evaluation of Compressed Deep Learning Models
2020· 30 cited
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Frequent Co-authors

Chittaranjan Mandal(18), Dipankar Sarkar(12), Dhiraj Kalamkar(11), Evangelos Georganas(9), Alexander Heinecke(9), Sasikanth Avancha(7), Chandan Karfa(7), Naveen Mellempudi(6), Bharat Kaul(6), Pradeep Dubey(6), Sudarshan Srinivasan(5), Soumyadip Bandyopadhyay(5), Dipankar Das(4), Dheevatsa Mudigere(4), Greg Henry(4), Hans Pabst(4), Abhisek Kundu(4), Dipankar Das(3), C.J. van Westen(3), Kamalesh Kumar Sharma(3)