Recent News:
- 2023/11: New grant from Google to support research on neural network quantization.
- 2023/09: Mahdi Boulila joins the group.
- 2023/09: Prof. Reda selected as an Amazon Scholar
- 2023/08: Congratulations to Abdelrahman Hosny for successfully completing his Ph.D. thesis
- 2022/11: Prof. Reda elevated to IEEE Fellow for contributions to energy-efficient and approximate computing
Recent Papers:
- CPVR ‘24 – MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning
- CVPR ‘24 – PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
- ISLPED ‘23 – WeNet: Configurable Neural Network with Dynamic Weight-Enabling for Efficient Inference
- Annals of OR ‘23 – Automatic MILP Solver Configuration by Learning Problem Similarities
- Nature Communications – Digital Circuits and Neural Networks based on Acid-Base Chemistry implemented by Robotic Fluid Handling
Research Themes::
- HW/SW Co-Design for AI
- Energy-Efficient and Sustainable Computing
- Machine Learning for Combinatorial Optimization
- Molecular Computing
Recent Videos: