DPxFin: Adaptive Differential Privacy for Anti-Money Laundering Detection via Reputation-Weighted Federated Learning. - Renuga Kanagavelu; Manjil Nepal; Peiyan Ning; Kangning Cai; Jiming Xu; Fei Gao; Yong Liu 026; Rick Siow Mong Goh; Qingsong Wei (CoRR, 2026)

M2FedAQI: Multimodal Federated Learning for Air Quality Prediction on Heterogeneous Edge Devices. - Manjil Nepal; Kimsie Phan; Tamoghna Ojha; Aritra Dutta; M. Krishna Siva Prasad (CoRR, 2026)

Architecture sensitivity analysis of CNN and vision transformer models for federated eye disease classification under non-IID settings. - Manjil Nepal; Krishna Siva Prasad Mudigonda; Pandu Sowkuntla; Ashu Abdul (Netw. Model. Anal. Health Informatics Bioinform., 2026)