Stylianos I. Venieris

Researcher, Samsung AI

Joined

September 2019

Names

Stylianos I. Venieris (Preferred)

Stylianos Venieris

Emails

****@gmail.com (Confirmed)

****@samsung.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Samsung AI (samsung.com)

2018 – Present

PhD student

Imperial College London (imperial.ac.uk)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

Dynamic DNNs

2018 – Present

Efficient Deep Learning

2018 – Present

AI Hardware

2014 – Present

Publications

MultiTASC: A Multi-Tenancy-Aware Scheduler for Cascaded DNN Inference at the Consumer Edge
Sokratis Nikolaidis, Stylianos Venieris
- Greeks in AI 2025 Poster
- Readers: Everyone
Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference
Hao Mark Chen, Wayne Luk, Yiu Ka Fai Cedric, Rui Li, Konstantin Mishchenko, Stylianos Venieris, Hongxiang Fan
- Submitted to ICLR 2025
- Readers: Everyone
Progressive Mixed-Precision Decoding for Efficient LLM Inference
Hao Mark Chen, Fuwen Tan, Alexandros Kouris, Royson Lee, Hongxiang Fan, Stylianos Venieris
- ICLR 2025 Poster
- Readers: Everyone
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
Young D. Kwon, Rui Li, Stylianos Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
- ICML 2024 Poster
- Readers: Everyone
TinyTrain: Deep Neural Network Training at the Extreme Edge
Young D. Kwon, Rui Li, Stylianos Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
- Submitted to ICLR 2024
- Readers: Everyone
Federated Learning Under Second-Order Data Heterogeneity
Konstantin Mishchenko, Rui Li, Hongxiang Fan, Stylianos Venieris
- Submitted to ICLR 2024
- Readers: Everyone
Multi-DNN Accelerators for Next-Generation AI Systems
Stylianos I. Venieris, Christos-Savvas Bouganis, Nicholas D. Lane
- 2022 (modified: 02 Nov 2022)
- CoRR 2022
- Readers: Everyone
Guest Editorial: Bridging the Gap Between Industry and Academia for Networking Research
Bo Han, Jiasi Chen, Tian Guo, Sung-Ju Lee, Viswanathan Swaminathan, Stylianos I. Venieris
- 2022 (modified: 02 Nov 2022)
- IEEE Netw. 2022
- Readers: Everyone
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions
Royson Lee, Stylianos I. Venieris, Nicholas D. Lane
- 2022 (modified: 02 Nov 2022)
- ACM Comput. Surv. 2022
- Readers: Everyone
Multi-Exit Semantic Segmentation Networks
Alexandros Kouris, Stylianos I. Venieris, Stefanos Laskaridis, Nicholas D. Lane
- 2022 (modified: 02 Nov 2022)
- ECCV (21) 2022
- Readers: Everyone

View all 69 publications

Co-Authors

View all 46 co-authors