VisionDES: Robust and Explainable Dynamic Vision Ensemble
Accepted at ACM SIGKDD 2026 · Jeju Island, South Korea Code: github.com/InfoLab-SKKU/VisionDES
InfoLab
Blog
Research updates, lab news, and insights from the InfoLab team at SKKU.
6
Posts
2021–2026
Years
May 2026
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Latest Post
2026
MM-DES: Enhancing Multimodal Clinical Prediction with Joint Contrastive Embeddings and Dynamic Ensembles
Accepted at ICPR 2026 Authors: Firuz Juraev, Abdenour Soubih, Tamer Abuhmed · Sungkyunkwan University Code: github.com/InfoLab-SKKU/mm-des
MRI-DeepTrust: Trustworthy Alzheimer's Diagnosis Integrating Robustness, Fairness, and Explainability
Published in: Engineering Applications of Artificial Intelligence, Vol. 172 (2026), Article 114291 DOI: 10.1016/j.engappai.2026.114291 Authors: Maria Bashir, Nasir Rahim, Sha...
2025
New Paper: Federated Learning Under Data Heterogeneity
We are excited to share our latest paper accepted at IMCOM 2025: Towards Robust Federated Learning: Investigating Poisoning Attacks Under Clients Data Heterogeneity.
2022
InfoLab Receives IITP Grant for Privacy-Adaptive AI Research
InfoLab has been awarded a research grant from the Institute of Information and Communications Technology Planning and Evaluation (IITP) to develop Policy-Adaptive AI Privacy sy...
2021
Welcome to the InfoLab Blog
Welcome to the official InfoLab blog. This space will serve as our home for research updates, paper announcements, lab news, and occasional deep-dives into topics at the frontie...