Erdem Koyuncu

Associate Professor, University of Illinois, Chicago

Joined

July 2019

Names

Erdem Koyuncu

Emails

****@uic.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Illinois, Chicago (uic.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Hamid Jafarkhani

2006 – 2010

Expertise

No areas of expertise listed

Publications

Contrastive and Non-Contrastive Strategies for Federated Self-Supervised Representation Learning and Deep Clustering
Runxuan Miao, Erdem Koyuncu
- IEEE J. Sel. Top. Signal Process. 2024
- Readers: Everyone
Federated Momentum Contrastive Clustering
Runxuan Miao, Erdem Koyuncu
- ACM Trans. Intell. Syst. Technol. 2024
- Readers: Everyone
Information Theory in Emerging Wireless Communication Systems and Networks
Erdem Koyuncu
- Entropy 2024
- Readers: Everyone
Class-aware Initialization of Early Exits for Pre-training Large Language Models
Alperen Gormez, Erdem Koyuncu
- WANT@ICML 2024 Poster
- Readers: Everyone
Why Pruning and Conditional Computation Work: A High-Dimensional Perspective
Erdem Koyuncu
- HiLD at ICML 2024 Poster
- Readers: Everyone
Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese
Youheng W. Wong, Natalie Parde, Erdem Koyuncu
- LREC/COLING 2024
- Readers: Everyone
Early-Exit meets Model-Distributed Inference at Edge Networks
Marco Colocrese, Erdem Koyuncu, Hulya Seferoglu
- CoRR 2024
- Readers: Everyone
Early-Exit Meets Model-Distributed Inference at Edge Networks
Marco Colocrese, Erdem Koyuncu, Hulya Seferoglu
- LANMAN 2024
- Readers: Everyone
Class Based Thresholding in Early Exit Semantic Segmentation Networks
Alperen Görmez, Erdem Koyuncu
- IEEE Signal Process. Lett. 2024
- Readers: Everyone
Centroidal Clustering of Noisy Observations by Using th Power Distortion Measures
Erdem Koyuncu
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone

View all 94 publications

Co-Authors

View all 39 co-authors