13 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.CR2022
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations
Yongjie Wang, Hangwei Qian, Chunyan Miao
Cloud service providers have launched Machine-Learning-as-a-Service (MLaaS) platforms to allow users to access large-scale cloudbased models via APIs. In addition to prediction out…
cs.LG2022
What Makes Good Contrastive Learning on Small-Scale Wearable-based Tasks?
Hangwei Qian, Tian Tian, Chunyan Miao
Self-supervised learning establishes a new paradigm of learning representations with much fewer or even no label annotations. Recently there has been remarkable progress on large-s…
cs.AI2022★ 13 cited
From Psychological Curiosity to Artificial Curiosity: Curiosity-Driven Learning in Artificial Intelligence Tasks
Chenyu Sun, Hangwei Qian, Chunyan Miao
Psychological curiosity plays a significant role in human intelligence to enhance learning through exploration and information acquisition. In the Artificial Intelligence (AI) comm…