3 papers
cs.AI2026
SelKV: Selective KV Cache Merging with Per-Token Merge-or-Drop and Attention Compensation
Soumia Bouyahiaoui, Manel Kara laouar, Aicha Boutorh +1
Large Language Models (LLMs) generate text autoregressively, relying on a key-value (KV) cache whose memory footprint grows linearly with context length, creating a major bottlenec…
cs.AI2026
TriSP: Tri-Signal Structured Pruning for Large Language Models
Manel Kara laoua, Soumia Bouyahiaoui, Aicha Boutorh
Large language models (LLMs) achieve strong performance across diverse tasks but their deployment is constrained by the memory and compute cost of their parameters. Structured prun…
cs.LG2025
DuaDeep-SeqAffinity: Dual-Branch Deep Learning for Tri-Stream Sequence-Based Antibody--Antigen Affinity Prediction
Aicha Boutorh, Soumia Bouyahiaoui, Manel Kara Laouar +3
DuaDeep-SeqAffinity is a sequence-only deep learning framework that predicts antibody--antigen binding affinity directly from primary amino acid sequences, avoiding the cost and sc…