Stylianos I. Venieris

1. Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design
   2022/09/20 by Hongxiang Fan, Thomas Chau, Fan, Hongxiang +13 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Enhancement Techniques #Machine Learning (cs.LG)
2. The Future of Consumer Edge-AI Computing
   2022/10/19 by Stefanos Laskaridis, Laskaridis, Stefanos, Stylianos I. Venieris +7 · 3 citations
   Computer Science · Decision Sciences · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Personal Information Management and User Behavior
3. Progressive Mixed-Precision Decoding for Efficient LLM Inference
   2024/10/17 by Hao Chen, Fuwen Tan, Chen, Hao Mark +9 · 5 citations
   Computer Science · Engineering · #Advanced Wireless Communication Techniques #Algorithms and Data Compression #Coding theory and cryptography #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Exploring the Performance and Efficiency of Transformer Models for NLP on Mobile Devices
   2023/06/20 by Ioannis Panopoulos, Panopoulos, Ioannis, Sokratis Nikolaidis +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG)