About Me

Miao Lin, Feng Yu, Rui Ning, Lusi Li, Jiawei Chen, Qian Lou, Mengxin Zheng, Chunsheng Xin, Hongyi Wu, "RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance," Transactions on Machine Learning Research (to appear), 2026.

Hsin-Hsiung Huang, Feng Yu, Kang Li, Teng Zhang, "Fréchet Sufficient Dimension Reduction for Metric Space-Valued Data via Distance Covariance," Journal of Computational and Graphical Statistics (2025): 1–14.

Feng Yu, Yi Yang and Teng Zhang, "A graph decomposition-based approach for the graph-fused lasso," Journal of Statistical Planning and Inference, 235 (2025): 106221.

Feng Yu, Lixin Shen and Guohui Song, "Hyperparameter Estimation for Sparse Bayesian Learning Models," SIAM/ASA Journal on Uncertainty Quantification 12.3 (2024): 759–787.

Hsin-Hsiung Huang, Feng Yu, Teng Zhang, "Robust Sufficient Dimension Reduction via α-Distance Covariance," Journal of Nonparametric Statistics, 37(4) (2025): 796–811.

Hsin-Hsiung Huang, Feng Yu, Xing Fan, Teng Zhang, "A framework of regularized low-rank matrix models for regression and classification," Statistics and Computing 34.1 (2024): 10.

Teng Zhang, Feng Yu, Marianna Pensky, Xing Fan, "ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network," Journal of Machine Learning Research, 23(330):1–46, 2022.

Feng Yu, Teng Zhang, "Phase retrieval of complex-valued objects via a randomized Kaczmarz method," Information and Inference: A Journal of the IMA, 11(3) (2022): 823–843.

Raj Gautam Dutta, Yaodan Hu, Yier Jin, Feng Yu, and Teng Zhang, "Design and Analysis of Secure Distributed Estimator for Vehicular Platooning in Adversarial Environment," IEEE Transactions on Intelligent Transportation Systems, 23(4) (2020): 3418–3429.

Qi Wang, Jingyue Yang, and Feng Yu, "Global well-posedness of advective Lotka–Volterra competition system with nonlinear diffusion," Proceedings of the Royal Society of Edinburgh: Section A Mathematics, 150(5), 2322–2348.

Qi Wang, Jingyue Yang, and Feng Yu, "Boundedness in logistic Keller–Segel models with nonlinear diffusion and sensitivity functions," Discrete & Continuous Dynamical Systems - A, 2017, 37(9): 5021–5036.

Ke Wang, Qi Wang, and Feng Yu, "Stationary and time periodic patterns of two-predator and one-prey systems with prey-taxis," Discrete & Continuous Dynamical Systems - A, 2017, 37(1): 505–543.

Feng Yu, MD Saifur R. Mazumder, Oscar Contreras Velasco, Ying Su, "Unsupervised Feature Selection via Robust Autoencoder and Adaptive Graph Learning," IEEE International Conference on Electrical, Computer and Energy Technologies (ICECET), Rome, Italy, 2026.

Miao Lin, Junrui Zhang, Jian Li, Feng Yu, Lusi Li, Chunsheng Xin, Hongyi Wu and Rui Ning, "ACS-Boot: Efficient Randomized Smoothing for Robustness Certification on Resource-Constrained Edge Devices," IEEE International Conference on Computer Communications (INFOCOM), 2026.

Feng Yu, Gilad Lerman, Teng Zhang, "A Subspace-Constrained Tyler’s Estimator and its Applications to Structure from Motion," Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024 (Acceptance rate: 23.6%, Oral Presentation: 3.3%).Oral

Feng Yu, Yaodan Hu, Teng Zhang, Yier Jin, "Special Issue: Resilient Distributed Estimator with Information Consensus for CPS Security," The 38th IEEE International Conference on Computer Design, 2020, 41–44.

Raj Gautam Dutta, Yaodan Hu, Yier Jin, Feng Yu, and Teng Zhang, "Fast Attack-Resilient Distributed State Estimator for Cyber-Physical Systems," International Conference on Embedded Software, 2020.

Raj Gautam Dutta, Yaodan Hu, Yier Jin, Feng Yu, and Teng Zhang, "Security for Safety: A Path Toward Building Trusted Autonomous Vehicles," International Conference On Computer Aided Design, 2018.

MD Saifur Rahman Mazumder, Feng Yu, "DICS: Data-Informed Centroid Splitting for Decision Tree Classifiers," arXiv:2608.20258.

Miao Lin, MD Saifur Rahman Mazumder, Feng Yu, Daniel Takabi, Rui Ning, "Laplace-Bridged Randomized Smoothing for Fast Certified Robustness," arXiv:2604.24993.

Feng Yu, Mingao Yuan, "On the number of small edge-weighted subgraphs," arXiv:2511.14058.

Mingao Yuan, Feng Yu, "Hypothesis testing for the dimension of random geometric graph," arXiv:2510.11844.

Feng Yu, Gilad Lerman, Teng Zhang, "DualEss: A Two-Stage Framework for Robust and Accurate Essential Matrix Estimation."