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Qian Lou

Natural Language Processing (NLP) Computer Vision Privacy-Preserving Deep Learning Secure Machine Learning Systems
University Of Central Florida Department Of Computer Science

About

Qian Lou is an assistant professor of computer science at the University of Central Florida and a member of the university’s Cybersecurity and Privacy Cluster. His research focuses on enhancing the efficiency, privacy and security of deep learning systems, with applications in computer vision and natural language processing. Before joining UCF, Lou worked as a senior research scientist at Samsung Research AI Center. He has contributed to the development of secure machine learning systems and has experience in both academic and industry research settings. Lou actively participates in professional activities, serving on program committees and as a reviewer for various conferences and journals in his field.

Research Performance Summary

81
Total Papers
2048
Total Citations
22
H-Index
2017-2026
Active Research Span

First Recorded Paper

Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs

Year: 2017

Citations: 5

Venue: 2017 IEEE 6th Non-Volatile Memory Systems and Applications Symposium (NVMSA

Latest Recorded Paper

Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems

Year: 2026

Citations: 0

Venue: arXiv preprint arXiv:2601.10560

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2025
24
2024
17
2023
11
2022
11
2021
5
2020
5
2019
4
2018
2
2017
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 27
Journal 2
Book 1

Top Coauthors

Lou Zheng Jiang

Research Impact by Period

2025-2026

Period Stats
Papers 25
Citations 48
Avg. Citations / Paper 1.9
H-Index 4

2020-2024

Period Stats
Papers 49
Citations 1362
Avg. Citations / Paper 27.8
H-Index 19

2015-2019

Period Stats
Papers 7
Citations 638
Avg. Citations / Paper 91.1
H-Index 6

Contact and Professional Links

Contact Information

Qian.Lou@ucf.edu

Detected Research Keywords

Fully Homomorphic Encryption Neural Network Inference Electro Optical Accelerator Neural Networks Encrypted Networks Encrypted Data Secure Accurate Fast Accurate Fast Neural Fast Neural Network Model Compression Weighted Compression Weighted Rank