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2020 – today
- 2026
[j4]Ruikai Yang
, Fan He, Mingzhen He, Kaijie Wang, Xiaolin Huang:
Data imputation by pursuing better classification: A supervised kernel-based method. Pattern Recognit. 171: 112312 (2026)- 2025
- [j3]Ruikai Yang, Mingzhen He, Zhenghao He, Youmei Qiu, Xiaolin Huang:
MUSO: achieving exact machine unlearning in over-parameterized regimes. Mach. Learn. 114(8): 176 (2025) - [j2]Fan He, Ruikai Yang, Lei Shi, Xiaolin Huang:
A Decentralized Framework for Kernel PCA With Projection Consensus Constraints. IEEE Trans. Pattern Anal. Mach. Intell. 47(5): 3908-3921 (2025) - [j1]Ruikai Yang, Fan He, Mingzhen He, Jie Yang, Xiaolin Huang:
Decentralized Kernel Ridge Regression Based on Data-Dependent Random Feature. IEEE Trans. Neural Networks Learn. Syst. 36(5): 7945-7954 (2025) - [c7]Hanling Tian, Yuhang Liu, Mingzhen He, Zhengbao He, Zhehao Huang, Ruikai Yang, Xiaolin Huang:
Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks. ICLR 2025 - [c6]Mingzhen He, Ruikai Yang, Hanling Tian, Youmei Qiu, Xiaolin Huang:
Primphormer: Efficient Graph Transformers with Primal Representations. ICML 2025 - [c5]Wenxing Zhou, Xinwen Cheng, Yingwen Wu, Ruikai Yang, Xiaolin Huang:
Stimulating Catastrophic Forgetting in Class-Wise Unlearning via UAP. ECML/PKDD (5) 2025: 432-448 - [i5]Challen Enninful Adu, César E. Ramos Chuquiure, Yutong Zhou, Pearl Lin, Ruikai Yang, Bohao Zhang, Shubham Singh, Ram Vasudevan:
Phasing Through the Flames: Rapid Motion Planning with the AGHF PDE for Arbitrary Objective Functions and Constraints. CoRR abs/2505.01589 (2025) - 2024
- [c4]Haozhong Lan, Yan Sun, Pan Hu, Ruikai Yang, Wei He, Hongming Cai:
A Pathological Diagnosis Method Combining Image-Text Large Model and Rule-Based Reasoning. ICEBE 2024: 100-105 - [i4]Ruikai Yang, Fan He, Mingzhen He, Jie Yang, Xiaolin Huang:
Decentralized Kernel Ridge Regression Based on Data-dependent Random Feature. CoRR abs/2405.07791 (2024) - [i3]Ruikai Yang, Fan He, Mingzhen He, Kaijie Wang, Xiaolin Huang:
Data Imputation by Pursuing Better Classification: A Supervised Kernel-Based Method. CoRR abs/2405.07800 (2024) - [i2]Ruikai Yang, Mingzhen He, Zhengbao He, Youmei Qiu, Xiaolin Huang:
MUSO: Achieving Exact Machine Unlearning in Over-Parameterized Regimes. CoRR abs/2410.08557 (2024) - 2023
- [c3]Wenda Zhao, Ruikai Yang, Yu Liu, You He:
Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition. AAAI 2023: 3624-3632 - [c2]Tianyao Wang, Fan He, Ruikai Yang, Zhixing Ye, Xiaolin Huang:
Consensus-Based Distributed Kernel One-class Support Vector Machine for Anomaly Detection. IJCNN 2023: 1-8 - [c1]Mingzhen He, Fan He, Ruikai Yang, Xiaolin Huang:
Diffusion Representation for Asymmetric Kernels via Magnetic Transform. NeurIPS 2023 - 2022
- [i1]Fan He, Ruikai Yang, Lei Shi, Xiaolin Huang:
A Decentralized Framework for Kernel PCA with Projection Consensus Constraints. CoRR abs/2211.15953 (2022)
Coauthor Index
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