
一、个人简介
袁丽恒, 女, 1994年生, 博士毕业于华中科技大学。现任郑州大学计算机与人工智能学院初聘副教授。主要研究方向为概念漂移、异常检测等。
二、代表性论文
[1]. Liheng Yuan, Fanghua Ye, Wei Zhou, Wei Yuan, Xinge You:Concept Drift Adaptation with Scarce Labels: A Novel Approach Based on Diffusion and Adversarial Learning. Engineering Applications of Artificial Intelligence. 137: 109105 (2024),(中科院一区)
[2]. Liheng Yuan, Fanghua Ye, Heng Li, Chenhao Zhang, Cuiying Gao, Chengqing Yu, Wei Yuan, Xinge You:Semi-supervised Anomaly Detection with Contamination-resilience and Incremental Training. Engineering Applications of Artificial Intelligence. 138: 109311 (2024),(中科院一区)
[3]. Liheng Yuan, Heng Li, Beihao Xia, Cuiying Gao, Mingyue Liu, Wei Yuan, Xinge You:Recent Advances in Concept Drift Adaptation Methods for Deep Learning. IJCAI 2022: 5654-5661,(CCF A )
[4]. Zichao Hu, Heng Li, Liheng Yuan, Zhang Cheng, Wei Yuan, Ming Zhu:Model Scheduling and Sample Selection for Ensemble Adversarial Example Attacks. Pattern Recognit. 130: 108824 (2022),(中科院一区)
[5]. Heng Li, Zhang Cheng, Bang Wu, Liheng Yuan, Cuiying Gao, Wei Yuan, Xiapu Luo:Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information. USENIX Security Symposium 2023: 1181-1198,(CCF A)
三、联系方式
ylh123@zzu.edu.cn