Researcher Database

（Last updated : 2025-08-28 13:06:16）　

LI QI

Department / Course College of Science and Engineering Department of Electronic and Computer Engineering

Title / Position Assistant Professor

Papers
1.	2025/02/01	A Cosine Similarity-Based Token Subsampling Method for Vision Transformer in Cloud Computing │ Neural Computing and Applications │ 37 (4),pp.2627-2639
2.	2024/07/01	A Comprehensive Analysis of Deployment Optimization Methods for CNN-Based Applications on Edge Devices │ Elektrotehniški vestnik │ 91 (3),pp.95-107
3.	2024/06/18	A Generic Deep Learning Architecture Optimization Method for Edge Device based on Start-up Latency Reduction │ Journal of Real-Time Image Processing │ 21 (116),pp.1-12
4.	2023/12/28	IoT-based Automatic Deep Learning Model Generation and the Application on Empty-Dish Recycling Robots │ Internet of things │ 25 (101047),pp.1-14
5.	2023/03/02	Deep Learning Architecture Improvement Based on Dynamic Pruning and Layer Fusion │ electronics │ 12 (5),pp.1-14
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Academic conference presentation
1.	2024/12/07	Enhancing Transmission Efficiency in Vision Transformer Edge Computing via Token Clustering
2.	2024/04/26	Optimization and Deployment of DNNs for RISC-V-based Edge AI
3.	2023/09/04	Facial Expression Recognition with Face Mask using Attention Mechanism and Metric Loss
4.	2022/10/20	CNN Acceleration based on Dynamic Pruning and FPGAs Implementation