Qiang Sun
University of Toronto
H-index: 16
North America-Canada
Top articles of Qiang Sun
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Quadratic Matrix Factorization With Applications to Manifold Learning | IEEE Transactions on Pattern Analysis and Machine Intelligence | Zheng Zhai Hengchao Chen Qiang Sun | 2024/3/22 |
Rethinking the uniformity metric in self-supervised learning | arXiv preprint arXiv:2403.00642 | Xianghong Fang Jian Li Qiang Sun Benyou Wang | 2024/3/1 |
Directional diffusion models for graph representation learning | Advances in Neural Information Processing Systems | Run Yang Yuling Yang Fan Zhou Qiang Sun | 2024/2/13 |
The exact risks of reference panel-based regularized estimators | arXiv preprint arXiv:2401.11359 | Buxin Su Qiang Sun Xiaochen Yang Bingxin Zhao | 2024/1/21 |
Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards | arXiv preprint arXiv:2303.05606 | Xiang Li Qiang Sun | 2023/3/9 |
Sparse reduced rank Huber regression in high dimensions | Journal of the American Statistical Association | Kean Ming Tan Qiang Sun Daniela Witten | 2023/10/2 |
An analysis of classical multidimensional scaling with applications to clustering | Information and Inference: A Journal of the IMA | Anna Little Yuying Xie Qiang Sun | 2023/3 |
Ensemble linear interpolators: The role of ensembling | arXiv preprint arXiv:2309.03354 | Mingqi Wu Qiang Sun | 2023/9/6 |
Sex differences in the oral microbiome, host traits, and their causal relationships | IScience | Xiaomin Liu Xin Tong Zhuye Jie Jie Zhu Liu Tian | 2023/1/20 |
Sketched ridgeless linear regression: The role of downsampling | Xin Chen Yicheng Zeng Siyue Yang Qiang Sun | 2023/7/3 | |
Online linearized LASSO | Shuoguang Yang Yuhao Yan Xiuneng Zhu Qiang Sun | 2023/4/11 | |
Fast global convergence of gradient descent for low-rank matrix approximation | arXiv preprint arXiv:2305.19206 | Hengchao Chen Xin Chen Mohamad Elmasri Qiang Sun | 2023/5/30 |
Statistical analysis of Karcher means for random restricted PSD matrices | Hengchao Chen Xiang Li Qiang Sun | 2023/4/11 | |
Image segmentation for defect analysis in laser powder bed fusion: deep data mining of X-ray photography from recent literature | Integrating Materials and Manufacturing Innovation | Jiahui Zhang Tianyi Lyu Yujie Hua Zeren Shen Qiang Sun | 2022/9 |
Bayesian factor-adjusted sparse regression | Journal of econometrics | Jianqing Fan Bai Jiang Qiang Sun | 2022/9/1 |
Distributed Sparse Multicategory Discriminant Analysis | Hengchao Chen Qiang Sun | 2022/5/3 | |
Distributed adaptive Huber regression | Computational Statistics & Data Analysis | Jiyu Luo Qiang Sun Wen-Xin Zhou | 2022/5/1 |
Supervised Principal Component Regression for Functional Responses with High Dimensional Predictors | Journal of Computational and Graphical Statistics | Xinyi Zhang Qiang Sun Dehan Kong | 2024/1/2 |
Recognition and classification of single melt tracks using deep neural network: A fast and effective method to determine process windows in selective laser melting | Journal of Manufacturing Processes | Wei Xing Tianyi Lyu Xin Chu Yiming Rong Chi-Guhn Lee | 2021/8/1 |
Hoeffding's inequality for general Markov chains and its applications to statistical learning | The Journal of Machine Learning Research, 22(139):1−35. | Jianqing Fan Bai Jiang Qiang Sun | 2021 |
Co-Authors
