Liu, Xiaolei

7 publications

ICCV 2025 KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles Chaoyong Yang, Jia-Li Yin, Bin Chen, Zhaozhe Hu, Xiaolei Liu, Wei Lin

UAI 2025 i$^2$VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation Xuying Ning, Wujiang Xu, Tianxin Wei, Xiaolei Liu

NeurIPS 2024 A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks Xiaolei Liu, Shaoshuai Li, Kaixin Gao, Binfeng Wang

IJCAI 2024 An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding Renqi Chen, Wenwei Han, Haohao Zhang, Haoyang Su, Zhefan Wang, Xiaolei Liu, Hao Jiang, Wanli Ouyang, Nanqing Dong

ICMLW 2021 Audio Injection Adversarial Example Attack Xiaolei Liu, Xingshu Chen, Mingyong Yin, Yulong Wang, Teng Hu, Kangyi Ding

AAAI 2021 THOR, Trace-Based Hardware-Driven Layer-Oriented Natural Gradient Descent Computation Mengyun Chen, Kai-Xin Gao, Xiaolei Liu, Zidong Wang, Ningxi Ni, Qian Zhang, Lei Chen, Chao Ding, Zheng-Hai Huang, Min Wang, Shuangling Wang, Fan Yu, Xinyuan Zhao, Dachuan Xu

AAAI 2020 Weighted-Sampling Audio Adversarial Example Attack Xiaolei Liu, Kun Wan, Yufei Ding, Xiaosong Zhang, Qingxin Zhu