Yongkai Chen

12 papers A* 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions.
Artif. Intell. Rev.
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
2025 J jnl
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges.
CoRR
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
2025 J jnl
Classifying Metamorphic versus Single-Fold Proteins with Statistical Learning and AlphaFold2.
CoRR
Yongkai Chen, Samuel W. K. Wong, S. C. Kou
2025 J jnl
Fluid Correlation: A Novel Nonparametric Metric to Assess the Dynamic Association.
J. Comput. Graph. Stat.
Yongkai Chen, Shushan Wu, Ping Ma, Wenxuan Zhong
2025 J jnl
Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions.
CoRR
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
2025 J jnl
S2MNet: Speckle-To-Mesh Net for Three-Dimensional Cardiac Morphology Reconstruction via Echocardiogram.
CoRR
Xilin Gong, Yongkai Chen, Shushan Wu, Fang Wang, Ping Ma, Wenxuan Zhong
2024 A* conf
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification.
ICML
Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma
2024 J jnl
Orthogonal multimodality integration and clustering in single-cell data.
BMC Bioinform.
Yufang Liu, Yongkai Chen, Haoran Lu, Wenxuan Zhong, Guo-Cheng Yuan, Ping Ma
2022 J jnl
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms.
J. Mach. Learn. Res.
Ping Ma, Yongkai Chen, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney
2022 J jnl
Smoothing Splines Approximation Using Hilbert Curve Basis Selection.
J. Comput. Graph. Stat.
Cheng Meng, Jun Yu, Yongkai Chen, Wenxuan Zhong, Ping Ma
2021 J jnl
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors.
CoRR
Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang
2021 J jnl
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors.
BMC Medical Informatics Decis. Mak.
Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang