Rifat Rafiuddin
Rifat Rafiuddin has 2 papers in our library, in 2026, most of them on Efficient models & compression, Language models & pretraining.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Context-Conditioned Masked LoRA: Dynamic Rank Routing for Compute-Efficient Parameter-Efficient Fine-Tuning (2026)
LoRA reduces how many parameters are trained, but it does not reduce how much computation the adapter performs. - MaskLoRA: Low-Rank Subspace–Induced Token Masking for Efficient and Faithful Language Models (2026)
Language models often read far more context than a prediction needs. This wastes compute and energy and obscures which evidence drives decisions. Current token-pruning methods rank tokens by attention or gradients, but neither signal is a reliable explanation. MaskLoRA freezes the backbone and adds a rank-r LoRA…
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Updated
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