Mohamed Shaaban
Mohamed Shaaban has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Chen Bo Calvin Zhang, Hugh Zhang, Long Phan.
OpenAlex · ORCID · h-index 1 · 9 works · 1 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 207 times in our library · ⭐ Paper Stars ranking: #5260
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workMathematics · 1 workSocial Sciences · 1 workSociology and Political Science · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Humanity's Last Exam (2025 · 256 citations)
Popular benchmarks such as MMLU are now close to saturated, so they no longer tell us much about how capable frontier LLMs have become. - SecureGate: Learning When to Reveal PII Safely via Token-Gated Dual-Adapters for Federated LLMs (2026)
Federated fine-tuning lets organizations adapt a shared LLM without pooling raw data. However, LLMs can memorize personally identifiable information (PII). Standard protections such as differential privacy or data scrubbing also tend to reduce task performance, and aggregation struggles to balance global and local…
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