Berkcan Kapusuzoglu

According to our database, Berkcan Kapusuzoglu authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CoT-Guard: Small Models for Strong Monitoring.

Nirav Diwan, Han Wang, Berkcan Kapusuzoglu, Ramin Moradi, Supriyo Chakraborty, Giri Iyengar, Sambit Sahu, Huan Zhang, Gang Wang

CoRR, May, 2026

Your Model Diversity, Not Method, Determines Reasoning Strategy.

Moulik Choraria, Argyrios Gerogiannis, Anirban Das, Supriyo Chakraborty, Berkcan Kapusuzoglu, Chia-Hsuan Lee, Kartik Balasubramaniam, Shixiong Zhang, Sambit Sahu

CoRR, April, 2026

2025

Optimizing Reasoning Efficiency through Prompt Difficulty Prediction.

Bo Zhao, Berkcan Kapusuzoglu, Kartik Balasubramaniam, Sambit Sahu, Supriyo Chakraborty, Genta Indra Winata

CoRR, November, 2025

Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation.

Berkcan Kapusuzoglu, Supriyo Chakraborty, Chia-Hsuan Lee, Sambit Sahu

CoRR, May, 2025

SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation.

Berkcan Kapusuzoglu, Supriyo Chakraborty, Renkun Ni, Stephen Rawls, Sambit Sahu

Proceedings of the IEEE International Conference on Big Data, 2025

2024

StructMoE: Structured Mixture of Experts Using Low Rank Experts.

Zain Sarwar, Ashwinee Panda, Benjamin Thérien, Stephen Rawls, Anirban Das, Kartik Balasubramaniam, Berkcan Kapusuzoglu, Shixiong Zhang, Sambit Sahu, Milind R. Naphade, Supriyo Chakraborty

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

2023

Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model.

Berkcan Kapusuzoglu, Sankaran Mahadevan, Shunsaku Matsumoto, Yoshitomo Miyagi, Daigo Watanabe

J. Comput. Inf. Sci. Eng., February, 2023

2021

Information fusion and machine learning for sensitivity analysis using physics knowledge and experimental data.

Berkcan Kapusuzoglu, Sankaran Mahadevan

Reliab. Eng. Syst. Saf., 2021