🌻 About Me

I am currently pursuing a master’s Degree in computer science at the College of Computer Science and Technology, Civil Aviation University of China in Tianjin, China.

My research interests lie in Change Detection(CD), RGB-D Salient Object Detection(RGB-D SOD), and their application in diverse practical scenarios.

📝 Publications

ICASSP 2024

A Saliency Enhanced Feature Fusion Based Multiscale RGB-D Salient Object Detection Network

Rui Huang, Qingyi Zhao, Yan Xing, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan

• We create an effective saliency-enhanced feature fusion (SEFF) module, which uses the saliency maps to improve the ability to represent the fused features.
• Based on SEFF, we build a multiscale RGB-D saliency detector, which takes images with three different scales and generates high-quality saliency results.
• We have conducted extensive experiments on five benchmark datasets, which demonstrates that our method outperforms ten SOTA saliency detectors.

ICASSP 2023

ScaleMix: Intra- And Inter-Layer Multiscale Feature Combination for Change Detection

Rui Huang, Qingyi Zhao, Ruofei Wang, Caihua Liu, Sihua Gao, Yuxiang Zhang, Wei Fan

• We propose an inception difference module to conduct the intra-layer multiscale feature fusion.
• We propose a residual network refinement to capture inter-layer multiscale characteristics.
• Our method can consider both intra- and inter-layer multiscale characteristics simultaneously, which results in superior CD performance over other compared CD methods.

• HQFS: High-Quality Feature Selection for Accurate Change Detection, Xing Yan, Qi’ao Xu, Qingyi Zhao, Rui Huang, Yuxiang Zhang. ICIG 2023.
• PAPnet: A Plug-and-play Virus Network for Backdoor Attack, Rui Huang, Zongyu Guo, Qingyi Zhao, Wei Fan. CSCWD 2024.
• C-NERF: Representing Scene Changes as Directional Consistency Difference-based NeRF, Rui Huang, Binbin Jiang, Qingyi Zhao, William Wang, Yuxiang Zhang, Qing Guo. Arxiv.

🏆 Honors and Awards

• 2024.06 3rd prize, 2024“Challenge Cup” Tianjin University Student Entrepreneurship Plan Competition, CAUC
• 2023.12 Outstanding Graduate Student Cadre (Top 5%), CAUC
• 2023.12 Kyushu Scholarship (Top 1%), CAUC
• 2022 & 2023 1st prize (Top 20%), Postgraduate Scholarship, CAUC
• 2021.12 3rd Prize in the 13th National College Mathematics Competition (Non-mathematics), GXUST
• 2020.11 2nd Prize in the 2nd Guangxi Collegiate Artificial Intelligence Design Contest, GXUST
• 2019.12 Scholarship of the Autonomous Region People’s Government (Top 1%), GXUST
• 2018.12 1st prize, School-level Outstanding Student Scholarship， GXUST

📖 Educations

• 2022.09 - Present, Computer Science and Technology, Civil Aviation University of China.
• 2018.09 - 2022.06, Internet of Things Engineering, Guangxi University of Science and Technology.