← Search

Longkang Li

3 accepted papers

2024

Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning

AAAI 2024technical

The permutation flow shop scheduling (PFSS), aiming at finding the optimal permutation of jobs, is widely used in manufacturing systems. When solving large-scale PFSS problems, traditional optimization algorithms such as heuristics could hardly meet the demands of both solution accuracy and computat…

2022

A Large-Scale Multiple-Objective Method for Black-Box Attack against Object Detection

ECCV 2022poster

"Recent studies have shown that detectors based on deep models are vulnerable to adversarial examples, even in the black-box scenario where the attacker cannot access the model information. Most existing attack methods aim to minimize the true positive rate, which often shows poor attack performance…

2021

Invisible Backdoor Attack With Sample-Specific Triggers

ICCV 2021poster

Recently, backdoor attacks pose a new security threat to the training process of deep neural networks (DNNs). Attackers intend to inject hidden backdoors into DNNs, such that the attacked model performs well on benign samples, whereas its prediction will be maliciously changed if hidden backdoors ar…

Cited by 603PDFcodeScholar