Project

Research projects and contests that our AdvML-Group has been actively engaged in。

Project 2024

Research on Transferability of Self-Paced Guided Sparse Adversarial Attack Methods for Black-Box Models

Project participants:Jing Tian
Supported by: Chongqing city
Year: 2025-2027
Grant: 5K(RMB)
Role: PI

Transferable Aggregated Gradient Adversarial Attack Method Based on Enhanced Input Diversity and Balanced Self-Learning

Project participants:Wen Yang
Supported by: Chongqing University of Technology
Year: 2024-2026
Grant: 5K(RMB)
Role: PI

Single-Stage Efficient Long-Tail Object Detection Algorithm

Project participants:Siran Tian
Supported by: Scientific Research Foundation of Chongqing University of Technology
Year: 2024-2026
Grant: 3K(RMB)
Role: PI

Research on Transferable and Covert Adversarial Attack Methods Based on Stochastic Variance Reduced Gradient and Multi-Granularity Semantic Guidance

Project participants:Junwei Xie
Supported by: Scientific Research Foundation of Chongqing University of Technology
Year: 2025-2026
Grant: 3K(RMB)
Role: PI

Transferable Feature Adversarial Attack Method Based on Iterative Integral Attribution

Project participants:Renqing Yang
Supported by: Scientific Research Foundation of Chongqing University of Technology
Year: 2024-2026
Grant: 3K(RMB)
Role: PI

FarmEye-Real-time Precision Identification and Localization System for Crop Weeds and Pests Based on SRLM

Project participants:Peng Ren
Role: PI

Intelligent Guardian-Trustworthy Autonomous Driving Project Based on Adversarial Defense in Mixed Scenes

Project participants:Wen Yang,Junwei Xie,Siran Tian,Renqing Yang
Role: PI

Project 2023

Integrated general adversarial attack based on random variance reduction

Project participants:Peng Ren
Supported by: School of Computer Science and Engineering, Chongqing University of Technology
Year: 2023-2025
Grant: 5K(RMB)
Role: PI

Robust data reconstruction based on deep sparse learning

Project participants:Junyang Zhang,Chen Yi
Supported by: Chongqing University of Technology
Year: 2023-2024
Grant: 3K(RMB)
Role: PI

Contest 2024

Blue Bridge Cup

Prizewinner: Wen Yang
Year: 2024

“HUAWEI CUP” The 20th China Post-graduate Mathematical Contest in Modeling

Prizewinner: Peng Ren
Year: 2024

“HUAWEI CUP” The 20th China Post-graduate Mathematical Contest in Modeling

Prizewinner: Junyang Zhang
Year: 2024

Contest 2023

“HUAWEI CUP” The 20th China Post-graduate Mathematical Contest in Modeling

Prizewinner: Wen Yang
Year: 2023