Select Publications
Preprints
, 2026, Knowledge Graph Enhanced Memory-Augmented Retrieval for Long Context Modeling, http://dx.doi.org/10.48550/arxiv.2606.14047
, 2026, Long Context Modeling with Ranked Memory-Augmented Retrieval, http://dx.doi.org/10.48550/arxiv.2503.14800
, 2026, Benchmarking Preprocessing and Integration Methods in Single-Cell Genomics, http://dx.doi.org/10.48550/arxiv.2601.00277
, 2025, New Money: A Systematic Review of Synthetic Data Generation for Finance, http://dx.doi.org/10.48550/arxiv.2510.26076
, 2025, KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities, http://dx.doi.org/10.48550/arxiv.2507.07695
, 2025, SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering, http://dx.doi.org/10.48550/arxiv.2507.21110
, 2025, Automated Unit Test Case Generation: A Systematic Literature Review, http://dx.doi.org/10.48550/arxiv.2504.20357
, 2025, ResNLS: An Improved Model for Stock Price Forecasting, http://dx.doi.org/10.48550/arxiv.2312.01020
, 2025, Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer, http://dx.doi.org/10.48550/arxiv.2503.15566
, 2025, Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification, http://dx.doi.org/10.48550/arxiv.2501.06827
, 2024, Vulnerability Detection in Smart Contracts: A Comprehensive Survey, http://dx.doi.org/10.48550/arxiv.2407.07922
, 2024, Optimisation of federated learning settings under statistical heterogeneity variations, http://dx.doi.org/10.48550/arxiv.2406.06340
, 2024, A Novel Nuanced Conversation Evaluation Framework for Large Language Models in Mental Health, http://dx.doi.org/10.48550/arxiv.2403.09705
, 2023, Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework, http://dx.doi.org/10.48550/arxiv.2310.12523
, 2022, Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach, http://dx.doi.org/10.48550/arxiv.2203.12200
, 2021, A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification, http://dx.doi.org/10.48550/arxiv.2111.02632
, 2021, A Personalized Federated Learning Algorithm: an Application in Anomaly Detection, http://dx.doi.org/10.48550/arxiv.2111.02627
, 2021, Image-Hashing-Based Anomaly Detection for Privacy-Preserving Online Proctoring, http://dx.doi.org/10.48550/arxiv.2107.09373
, 2021, Combating fake news by empowering fact-checked news spread via topology-based interventions, http://dx.doi.org/10.48550/arxiv.2107.05016
, 2020, Elastic Composition of Crowdsourced IoT Energy Services, http://dx.doi.org/10.48550/arxiv.2011.06771
, 2020, NeCPD: An Online Tensor Decomposition with Optimal Stochastic Gradient Descent, http://dx.doi.org/10.48550/arxiv.2003.08844
, 2020, Online Tensor-Based Learning for Multi-Way Data, http://dx.doi.org/10.48550/arxiv.2003.04497
, A Benchmark of Pre-processing Effect on Single Cell RNA Sequencing Integration Methods, http://dx.doi.org/10.21203/rs.3.rs-2249309/v1
, An Intelligent Multimodal Biometric Authentication Model for Personalised Healthcare Services, http://dx.doi.org/10.20944/preprints202206.0223.v1
, Benchmarking Modeling Architectures for Cryptocurrency Price prediction using Financial and Social Media Data, http://dx.doi.org/10.21203/rs.3.rs-6288160/v1
, Machine Learning Approaches for Vulnerability Detection in Smart Contracts, http://dx.doi.org/10.21203/rs.3.rs-6691317/v1
, Optimizing the agent decisions for a Cloud actuator using Deep reinforcement learning, http://dx.doi.org/10.21203/rs.3.rs-4000624/v1
, Privacy-Aware Anomaly Detection in IoT Environments using FedGroup: A Group-Based Federated Learning Approach, http://dx.doi.org/10.21203/rs.3.rs-3062769/v1