Mohamed Elmahallawy
3 papers · 2026–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
federated learning
(1)
principal component analysis
(1)
uncertainty quantification
(1)
image captioning
(1)
distribution shift
(1)
low-rank adaptation
(1)
out-of-distribution detection
(1)
vision-language model
(1)
privacy leakage
(1)
situational awareness
(1)
cross-attention mechanism
(1)
personally identifiable information
(1)
large language model
(1)
disaster response
(1)
residual subspace
(1)
classifier weight alignment
(1)
Papers
Detecting Out of Distribution Samples using Class Centered Residual Energy in the Discarded PCA Subspace with Weight Alignment
UAI 2026
Explaining the Unseen: Multimodal Vision-Language Reasoning for Situational Awareness in Underground Mining Disasters
WACV 2026
SecureGate: Learning When to Reveal PII Safely via Token-Gated Dual-Adapters for Federated LLMs
ACL 2026