Aya Nakayama

According to our database, Aya Nakayama authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

AE-LLM: Adaptive Efficiency Optimization for Large Language Models.

Kaito Tanaka, Masato Ito, Yuji Nishimura, Keisuke Matsuda, Aya Nakayama

CoRR, March, 2026

Contextual Discrepancy-Aware Contrastive Learning for Robust Medical Time Series Diagnosis in Small-Sample Scenarios.

Kaito Tanaka, Aya Nakayama, Masato Ito, Yuji Nishimura, Keisuke Matsuda

CoRR, January, 2026

2025

Semantic-Preserving Cross-Style Visual Reasoning for Robust Multi-Modal Understanding in Large Vision-Language Models.

Aya Nakayama, Brian Wong, Yuji Nishimura, Kaito Tanaka

CoRR, October, 2025

XDR-LVLM: An Explainable Vision-Language Large Model for Diabetic Retinopathy Diagnosis.

Masato Ito, Kaito Tanaka, Keisuke Matsuda, Aya Nakayama

CoRR, August, 2025