Lee, Royson
- BRP-NAS: Prediction-based NAS using GCNs
2020/07/16 by Łukasz Dudziak, Thomas Chau, Dudziak, Łukasz +9 · 14 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
- 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)
- MobileQuant: Mobile-friendly Quantization for On-device Language Models
2024/08/25 by Fuwen Tan, Tan, Fuwen, Royson Lee +13 · 6 citations
Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #Topic Modeling
- Recurrent Early Exits for Federated Learning with Heterogeneous Clients
2024/05/23 by Lee, Royson, Fernandez-Marques, Javier, Hu, Shell Xu +6 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- 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)
- Photon: Federated LLM Pre-Training
2024/11/05 by Lorenzo Sani, Alex Iacob, Sani, Lorenzo +18 · 3 citations
Engineering · Physics and Astronomy · #Advanced Radiotherapy Techniques #Advanced X-ray and CT Imaging #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Best of Both Worlds: AutoML Codesign of a CNN and its Hardware\n Accelerator
2020/02/11 by Mohamed S. Abdelfattah, Abdelfattah, Mohamed S., Łukasz Dudziak +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning and Data Classification #Signal Processing (eess.SP) #electronic engineering #information engineering
- Journey Towards Tiny Perceptual Super-Resolution
2020/07/08 by Lee, Royson, Dudziak, Łukasz, Abdelfattah, Mohamed +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- A Bayesian Approach to Data Point Selection
2024/11/06 by Xu, Xinnuo, Kim, Minyoung, Lee, Royson +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)