Petros Karypis

PhD student, University of California, San Diego

Joined

November 2021

Names

Petros Karypis (Preferred)

Emails

****@umn.edu (Confirmed)

,

****@ucsd.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

University of California, San Diego (ucsd.edu)

2024 – Present

MS student

University of California, San Diego (ucsd.edu)

2022 – 2024

Undergrad student

University of Minnesota - Twin Cities (umn.edu)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

No areas of expertise listed

Publications

Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification
Zeren Shui, Petros Karypis, Daniel S. Karls, Mingjian Wen, Saurav Manchanda, Ellad B. Tadmor, George Karypis
- EMNLP - Findings
- Readers: Everyone
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
Costas Mavromatis, Petros Karypis, George Karypis
- COLM
- Readers: Everyone
Extending Input Contexts of Language Models through Training on Segmented Sequences
Petros Karypis, Julian J. McAuley, George Karypis
- NAACL-HLT (Findings) 2024
- Readers: Everyone
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
Costas Mavromatis, Petros Karypis, George Karypis
- CoRR 2024
- Readers: Everyone
Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification
Zeren Shui, Petros Karypis, Daniel S. Karls, Mingjian Wen, Saurav Manchanda, Ellad B. Tadmor, George Karypis
- EMNLP (Findings) 2024
- Readers: Everyone
SemPool: Simple, Robust, and Interpretable KG Pooling for Enhancing Language Models
Costas Mavromatis, Petros Karypis, George Karypis
- PKDD (4) 2024
- Readers: Everyone
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models
An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian J. McAuley
- CoRR 2023
- Readers: Everyone

Co-Authors