Qin, A. K.

1. Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles
   2020/03/08 by Ranjie Duan, Duan, Ranjie, Xingjun Ma +9 · 6 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.8 #I.5 #Integrated Circuits and Semiconductor Failure Analysis #Physical Unclonable Functions (PUFs) and Hardware Security
2. Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink
   2021/03/11 by Ranjie Duan, Xiaofeng Mao, Duan, Ranjie +11 · 6 citations
   Computer Science · Physics and Astronomy · Engineering · #Adversarial Robustness in Machine Learning #Advanced Optical Sensing Technologies #Integrated Circuits and Semiconductor Failure Analysis
3. AdvDrop: Adversarial Attack to DNNs by Dropping Information
   2021/08/20 by Duan, Ranjie, Chen, Yuefeng, Niu, Dantong +3 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
4. Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results
   2017/06/12 by Da, Bingshui, Ong, Yew-Soon, Feng, Liang +6 · 2 citations
   #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
5. Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results
   2017/06/08 by Yuan Yuan, Yew-Soon Ong, Yuan, Yuan +17 · 2 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research #Evolutionary Algorithms and Applications
6. Learning Vehicle Routing Problems using Policy Optimisation
   2020/12/24 by Sultana, Nasrin, Chan, Jeffrey, Qin, A. K. +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix
   2024/03/05 by Mrinmay Sen, A. K. Qin, Sen, Mrinmay +9 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
8. FAGH: Accelerating Federated Learning with Approximated Global Hessian
   2024/03/16 by Mrinmay Sen, A. K. Qin, Sen, Mrinmay +3 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques