Learning by Associating Ambiguously Labeled Images. - Zinan Zeng; Shijie Xiao; Kui Jia; Tsung-Han Chan; Shenghua Gao; Dong Xu 001; Yi Ma 001 (CVPR, 2013)

Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos. - Shijie Xiao; Mingkui Tan; Dong Xu 001 (ECCV (6), 2014)

FaLRR: A fast low rank representation solver. - Shijie Xiao; Wen Li 001; Dong Xu 001; Dacheng Tao (CVPR, 2015)

Delay performance analysis of cooperative cell caching in future mobile networks. - Xiuhua Li; Xiaofei Wang 001; Shijie Xiao; Victor C. M. Leung (ICC, 2015)

Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient. - Mingkui Tan; Shijie Xiao; Junbin Gao; Dong Xu 001; Anton van den Hengel; Qinfeng Shi (CoRR, 2015)

Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images. - Shijie Xiao; Dong Xu 001; Jianxin Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization. - Mingkui Tan; Shijie Xiao; Junbin Gao; Dong Xu 001; Anton van den Hengel; Qinfeng Shi (CVPR, 2016)

Deep Subspace Clustering with Sparsity Prior. - Xi Peng 001; Shijie Xiao; Jiashi Feng; Wei-Yun Yau; Zhang Yi 001 (IJCAI, 2016)

A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. - Xi Peng 001; Huajin Tang; Lei Zhang 005; Zhang Yi 001; Shijie Xiao (IEEE Trans. Neural Networks Learn. Syst., 2016)

Robust Kernel Low-Rank Representation. - Shijie Xiao; Mingkui Tan; Dong Xu 001; Zhao Yang Dong (IEEE Trans. Neural Networks Learn. Syst., 2016)

Improved low rank representation : kernelization, efficient optimization and applications - Shijie Xiao (2016)

Deep Sparse Subspace Clustering. - Xi Peng 001; Jiashi Feng; Shijie Xiao; Jiwen Lu; Zhang Yi 001; Shuicheng Yan (CoRR, 2017)

Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning. - Xinxing Xu; Shijie Xiao; Zhang Yi 001; Xi Peng 001; Yong Liu 026 (IEEE Trans. Cogn. Dev. Syst., 2018)

Structured AutoEncoders for Subspace Clustering. - Xi Peng 001; Jiashi Feng; Shijie Xiao; Wei-Yun Yau; Joey Tianyi Zhou; Songfan Yang (IEEE Trans. Image Process., 2018)

Transferrable DP-Adapter Tuning: A Privacy-Preserving Multimodal Parameter-Efficient Fine-Tuning Framework. - Lixia Ji 001; Shijie Xiao; Bingzhi Xu; Han Zhang 015 (QRS, 2024)

Adaptive patch transformation for adversarial defense. - Xin Zhang; Shijie Xiao; Han Zhang 015; Lixia Ji 001 (Comput. Secur., 2025)

Multimodal large model pretraining, adaptation and efficiency optimization. - Lixia Ji 001; Shijie Xiao; Jingmei Feng; Wenzhao Gao; Han Zhang 015 (Neurocomputing, 2025)

Highly Sensitive Fiber Gas Pressure Sensor Based on Two Diaphragm-Type Fabry-Pérot Interferometers in Parallel Forming the Enhanced Vernier Effect. - Shijie Xiao; Kate Sugden; Xuewen Shu (IEEE Trans. Instrum. Meas., 2025)

Multi-dimensional feature collaborative fusion networks for multimodal fake news detection. - Lixia Ji 001; Jingmei Feng; Shijie Xiao; Han Zhang 015 (J. Supercomput., 2025)

Zero- and few-shot Chinese cybersecurity event detection via meta-distillation learning. - Han Zhang 015; Bingzhi Xu; Shijie Xiao; Chengfang Zhang; Lixia Ji 001 (Inf. Process. Manag., 2026)