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2020 – today
- 2024
[j14]Shiyuan He
, Jiwei Wei, Chaoning Zhang, Xing Xu, Jingkuan Song, Yang Yang, Heng Tao Shen:
Boosting Adversarial Training with Hardness-Guided Attack Strategy. IEEE Trans. Multim. 26: 7748-7760 (2024)- [j13]Jiwei Wei, Chen Pan, Shiyuan He, Guoqing Wang, Yang Yang, Heng Tao Shen:
Towards Robust Person Re-Identification by Adversarial Training With Dynamic Attack Strategy. IEEE Trans. Multim. 26: 10367-10380 (2024) - [i2]Chengwei Sun, Jiwei Wei, Yujia Wu, Yiming Shi, Shiyuan He, Zeyu Ma, Ning Xie, Yang Yang:
SVFit: Parameter-Efficient Fine-Tuning of Large Pre-Trained Models Using Singular Values. CoRR abs/2409.05926 (2024) - [i1]Yiming Shi, Jiwei Wei, Yujia Wu, Ran Ran, Chengwei Sun, Shiyuan He, Yang Yang:
LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning. CoRR abs/2410.13618 (2024) - 2023
- [j12]Jiahao Cao, Shiyuan He, Bohai Zhang:
Spatial Linear Regression with Covariate Measurement Errors: Inference and Scalable Computation in a Functional Modeling Approach. J. Comput. Graph. Stat. 32(4): 1588-1599 (2023) - [j11]Shiyuan He, Hanxuan Ye, Kejun He:
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty. J. Mach. Learn. Res. 24: 291:1-291:69 (2023) - [j10]Shuoli Chen, Kejun He, Shiyuan He, Yang Ni, Raymond K. W. Wong:
Bayesian Nonlinear Tensor Regression with Functional Fused Elastic Net Prior. Technometrics 65(4): 524-536 (2023) - [j9]Shiyuan He, Weiyang Wang, Zheng Wang, Xing Xu, Yang Yang, Xiaoming Wang, Heng Tao Shen:
Category Alignment Adversarial Learning for Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. 35(5): 4527-4538 (2023) - 2022
- [j8]Shiyuan He, Kejun He, Jianhua Z. Huang:
Improved Estimation of High-dimensional Additive Models Using Subspace Learning. J. Comput. Graph. Stat. 31(3): 866-876 (2022) - [j7]Shiyuan He, Hanxuan Ye, Kejun He:
Spline estimation of functional principal components via manifold conjugate gradient algorithm. Stat. Comput. 32(6): 106 (2022) - [j6]Fei Ding, Shiyuan He, David E. Jones, Jianhua Z. Huang:
Functional PCA With Covariate-Dependent Mean and Covariance Structure. Technometrics 64(3): 335-345 (2022) - 2020
- [j5]Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
Bidirectional Discrete Matrix Factorization Hashing for Image Search. IEEE Trans. Cybern. 50(9): 4157-4168 (2020) - [c2]Yangchao Wang, Shiyuan He, Xing Xu, Yang Yang, Jingjing Li, Heng Tao Shen:
Self-supervised adversarial learning for cross-modal retrieval. MMAsia 2020: 16:1-16:7
2010 – 2019
- 2019
- [j4]Yongbo Xia, Shiyuan He, Shaoping Chen:
Correlation Distributions between an m-Sequence and Its Niho Decimation Sequences of Short Period. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 102-A(2): 450-457 (2019) - 2018
- [j3]Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
Learning binary codes with local and inner data structure. Neurocomputing 282: 32-41 (2018) - 2017
- [j2]Shiyuan He, Jing Du, Jianhua Z. Huang:
Singular-Value Decomposition Feature-Extraction Method for Cost-Performance Prediction. J. Comput. Civ. Eng. 31(5) (2017) - [c1]Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li:
Efficient Supervised Hashing via Exploring Local and Inner Data Structure. ADC 2017: 98-109 - 2014
- [j1]Shiyuan He, Jianxin Yin, Hongzhe Li, Xing Wang:
Graphical model selection and estimation for high dimensional tensor data. J. Multivar. Anal. 128: 165-185 (2014)
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