Online Deep Clustering for Unsupervised Representation Learning. - Xiaohang Zhan; Jiahao Xie 002; Ziwei Liu 002; Yew-Soon Ong; Chen Change Loy (CVPR, 2020)

Unsupervised Object-Level Representation Learning from Scene Images. - Jiahao Xie 002; Xiaohang Zhan; Ziwei Liu 002; Yew Soon Ong; Chen Change Loy (NeurIPS, 2021)

UniVIP: A Unified Framework for Self-Supervised Visual Pre-training. - Zhaowen Li; Yousong Zhu; Fan Yang 089; Wei Li 190; Chaoyang Zhao; Yingying Chen 003; Zhiyang Chen 002; Jiahao Xie 002; Liwei Wu; Rui Zhao 001; Ming Tang 001; Jinqiao Wang (CVPR, 2022)

Delving into Inter-Image Invariance for Unsupervised Visual Representations. - Jiahao Xie 002; Xiaohang Zhan; Ziwei Liu 002; Yew-Soon Ong; Chen Change Loy (Int. J. Comput. Vis., 2022)

Correlational Image Modeling for Self-Supervised Visual Pre-Training. - Wei Li 190; Jiahao Xie 002; Chen Change Loy (CVPR, 2023)

Masked Frequency Modeling for Self-Supervised Visual Pre-Training. - Jiahao Xie 002; Wei Li 190; Xiaohang Zhan; Ziwei Liu 002; Yew-Soon Ong; Chen Change Loy (ICLR, 2023)

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation. - Jiahao Xie 002; Wei Li 190; Xiangtai Li; Ziwei Liu 002; Yew Soon Ong; Chen Change Loy (Int. J. Comput. Vis., 2025)