Yongkai Chen

According to our database, Yongkai Chen authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Multi-Teacher Knowledge Distillation via Teacher-Informed Mixture Priors.

Luyang Fang, Yongkai Chen, Jiazhang Cai, Ping Ma, Wenxuan Zhong

CoRR, May, 2026

Wahkon: A Statistically Principled Deep RKHS Superposition Network.

Yongkai Chen, Wenxuan Zhong, Ping Ma

CoRR, May, 2026

Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions.

Luyang Fang, Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong, Yufang Liu, Terry Ma, Wei Ruan, Ali Abbasi, Jing Zhang, Tao Wang, Ehsan Latif, Wei Liu, Wei Zhang, Soheil Kolouri, Xiaoming Zhai, Dajiang Zhu, Wenxuan Zhong, Tianming Liu, Ping Ma

Artif. Intell. Rev., January, 2026

2025

Classifying Metamorphic versus Single-Fold Proteins with Statistical Learning and AlphaFold2.

Yongkai Chen, Samuel W. K. Wong, S. C. Kou

CoRR, December, 2025

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges.

Haoran Lu, Luyang Fang, Ruidong Zhang, Xinliang Li, Jiazhang Cai, Huimin Cheng, Lin Tang, Ziyu Liu, Zeliang Sun, Tao Wang, Yingchuan Zhang, Arif Hassan Zidan, Jinwen Xu, Jincheng Yu, Meizhi Yu, Hanqi Jiang, Xilin Gong, Weidi Luo, Bolun Sun, Yongkai Chen, Terry Ma, Shushan Wu, Yifan Zhou, Junhao Chen, Haotian Xiang, Jing Zhang, Afrar Jahin, Wei Ruan, Ke Deng, Yi Pan, Peilong Wang, Jiahui Li, Zhengliang Liu, Lu Zhang, Lin Zhao, Wei Liu, Dajiang Zhu, Xin Xing, Fei Dou, Wei Zhang, Chao Huang, Rongjie Liu, Mengrui Zhang, Yiwen Liu, Xiaoxiao Sun, Qin Lu, Zhen Xiang, Wenxuan Zhong, Tianming Liu, Ping Ma

CoRR, July, 2025

S2MNet: Speckle-To-Mesh Net for Three-Dimensional Cardiac Morphology Reconstruction via Echocardiogram.

Xilin Gong, Yongkai Chen, Shushan Wu, Fang Wang, Ping Ma, Wenxuan Zhong

CoRR, May, 2025

Fluid Correlation: A Novel Nonparametric Metric to Assess the Dynamic Association.

Yongkai Chen, Shushan Wu, Ping Ma, Wenxuan Zhong

J. Comput. Graph. Stat., 2025

2024

Orthogonal multimodality integration and clustering in single-cell data.

Yufang Liu, Yongkai Chen, Haoran Lu, Wenxuan Zhong, Guo-Cheng Yuan, Ping Ma

BMC Bioinform., December, 2024

Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification.

Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Smoothing Splines Approximation Using Hilbert Curve Basis Selection.

Cheng Meng, Jun Yu, Yongkai Chen, Wenxuan Zhong, Ping Ma

J. Comput. Graph. Stat., July, 2022

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms.

Ping Ma, Yongkai Chen, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney

J. Mach. Learn. Res., 2022

2021

Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors.

Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang

BMC Medical Informatics Decis. Mak., 2021