MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding. - Zayd Muhammad Kawakibi Zuhri; Muhammad Farid Adilazuarda; Ayu Purwarianti; Alham Fikri Aji (NAACL (Findings), 2025)

QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning. - Moses Ananta; Muhammad Farid Adilazuarda; Zayd Muhammad Kawakibi Zuhri; Ayu Purwarianti; Alham Fikri Aji (CoRR, 2025)

Softpick: No Attention Sink, No Massive Activations with Rectified Softmax. - Zayd Muhammad Kawakibi Zuhri; Erland Hilman Fuadi; Alham Fikri Aji (CoRR, 2025)