Publications

MIRAGE: Agentic Framework for Multimodal Misinformation Detection with Web-Grounded Reasoning

M. N. Sharear Shopnil, S. Duwal, A. Tyagi, A. M. Proma

Under review at ACM Web Conference, 2026

Designed an agentic multimodal pipeline that orchestrates multimodal-language models with web searches to build verifiable evidences and traceable rationales for misinformation detection.

Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs

S. Duwal, M. N. Sharear Shopnil, A. Tyagi, A. M. Proma

Under review at ACL ARR, May 2025

Formalized evidence and claim graph representations with cross-graph attention GNN for image-text consistency scoring. Achieved 93.05% accuracy.

Demystifying Black-box Learning Models of Rumor Detection from Social Media Posts

F. Tafannum, M. N. Sharear Shopnil, A. Salsabil, N. Ahmed, et al.

IEEE UEMCON, 2021

Applied explainable AI techniques to interpret black-box rumor detection models trained on social media data.