Shantanu Kumar

14 papers A 1Misc 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A conf
CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets.
CIKM
Yujing Wang, Yiren Chen, Huoran Li, Chunxu Xu, Yuchong Luo, Xianghui Mao, Cong Li, Lun Du, Chunyang Ma, Qiqi Jiang, Yin Wang, Fan Gao, Wenting Mo, Pei Wen, Shantanu Kumar, Taejin Park, Yiwei Song, Vijay Rajaram, Tao Cheng, Sonu Durgia, Pranam Kolari
2025 J jnl
CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets.
CoRR
Yujing Wang, Yiren Chen, Huoran Li, Chunxu Xu, Yuchong Luo, Xianghui Mao, Cong Li, Lun Du, Chunyang Ma, Qiqi Jiang, Yin Wang, Fan Gao, Wenting Mo, Pei Wen, Shantanu Kumar, Taejin Park, Yiwei Song, Vijay Rajaram, Tao Cheng, Sonu Durgia, Pranam Kolari
2025 J jnl
Efficient Distributed Training through Gradient Compression with Sparsification and Quantization Techniques.
CoRR
Shruti Singh, Shantanu Kumar
2025 Misc conf
Fooling the Forgers: A Multi-Stage Framework for Audio Deepfake Detection.
ICASSP
Gautam Siddharth Kashyap, Zohaib Hasan Siddiqui, Mohammad Anas Azeez, Rafiq Ali, Shantanu Kumar, Navin Kamuni, Jiechao Gao
2025 J jnl
Leveraging Cloud Resources for Distributed Training of Residual CNNs in Aerial Image Classification.
IEEE Access
Shantanu Kumar, Shruti Singh, Narendra Kumar Dewangan
2025 J jnl
Machine Learning-Driven Volumetric Cloud Rendering: Procedural Shader Optimization and Dynamic Lighting in Unreal Engine for Realistic Atmospheric Simulation.
CoRR
Shruti Singh, Shantanu Kumar
2025 — conf
Mixture-of-Personas Language Models for Population Simulation.
ACL (Findings)
Ngoc Bui, Hieu Trung Nguyen, Shantanu Kumar, Julian Theodore, Weikang Qiu, Viet Anh Nguyen, Rex Ying
2025 J jnl
Mixture-of-Personas Language Models for Population Simulation.
CoRR
Ngoc Bui, Hieu Trung Nguyen, Shantanu Kumar, Julian Theodore, Weikang Qiu, Viet Anh Nguyen, Rex Ying
2024 — conf
Adaptive Fusion-Enhanced CNN Architectures for Advanced Image Classification in E-Commerce.
ICCCNT
Shantanu Kumar
2024 — conf
Dynamic Feature Scaling in Time Series Forecasting: A Hybrid Machine Learning Framework for Electricity Pricing.
ICCCNT
Shantanu Kumar
2024 — conf
Enhanced Fraud Detection in Financial Transactions Using Hyperparameter-Tuned Random Forests.
ICCCNT
Shantanu Kumar
2024 J jnl
Fine-Tuning Llama 3 for Sentiment Analysis: Leveraging AWS Cloud for Enhanced Performance.
SN Comput. Sci.
Shantanu Kumar, Shruti Singh
2020 J jnl
Development of a Dataset and a Deep Learning Baseline Named Entity Recognizer for Three Low Resource Languages: Bhojpuri, Maithili and Magahi.
CoRR
Rajesh Kumar Mundotiya, Shantanu Kumar, Ajeet Kumar, Umesh Chandra Chaudhary, Supriya Chauhan, Swasti Mishra, Praveen Gatla, Anil Kumar Singh
2017 J jnl
A Survey of Deep Learning Methods for Relation Extraction.
CoRR
Shantanu Kumar