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2020 – today
- 2026
[j16]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:
Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions. Artif. Intell. Rev. 59(1): 17 (2026)- [j15]Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang, Yi Pan, Zhenyuan Yang, Jingyuan Chen, Shizhe Liang, Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan, Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song, Xianqiao Wang, Andrea Sikora, Gang Li, Xiang Li, Quanzheng Li, Yingfeng Wang, Lu Zhang, Yohannes Abate, Lifang He, Wenxuan Zhong, Rongjie Liu, Chao Huang
, Wei Liu, Ye Shen, Ping Ma, Hongtu Zhu, Yajun Yan, Dajiang Zhu, Tianming Liu:
Large language models for bioinformatics. Quant. Biol. 14(1) (2026) - 2025
- [j14]Shushan Wu, Bowen Yang, He Yang, Stephen James Coshatt, Xilin Gong, Ramviyas Parasuraman, Justin Conrad, Roberto Perdisci, Wenxuan Zhong, Jin Ye, Ping Ma, WenZhan Song:
Online Adaptive Anomaly Detection in Networked Electrical Machines by Adaptive Enveloped Singular Spectrum Transformation. IEEE Internet Things J. 12(6): 6457-6464 (2025) - [j13]Xin Xing, Peng Zeng, Youhui Ye, Wenxuan Zhong:
Parsimonious Tensor Dimension Reduction. J. Comput. Graph. Stat. 34(1): 343-359 (2025) - [i8]Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang, Yi Pan, Zhenyuan Yang, Jingyuan Chen, Shizhe Liang, Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan, Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song, Xianqiao Wang, Andrea Sikora, Gang Li, Xiang Li, Quanzheng Li, Yingfeng Wang, Lu Zhang, Yohannes Abate, Lifang He, Wenxuan Zhong, Rongjie Liu, Chao Huang, Wei Liu, Ye Shen, Ping Ma, Hongtu Zhu, Yajun Yan, Dajiang Zhu, Tianming Liu:
Large Language Models for Bioinformatics. CoRR abs/2501.06271 (2025) - [i7]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:
Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions. CoRR abs/2504.14772 (2025) - [i6]Xilin Gong, Yongkai Chen, Shushan Wu, Fang Wang, Ping Ma, Wenxuan Zhong:
S2MNet: Speckle-To-Mesh Net for Three-Dimensional Cardiac Morphology Reconstruction via Echocardiogram. CoRR abs/2505.06105 (2025) - [i5]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:
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges. CoRR abs/2507.19672 (2025) - 2024
- [j12]Yufang Liu, Yongkai Chen, Haoran Lu, Wenxuan Zhong, Guo-Cheng Yuan, Ping Ma:
Orthogonal multimodality integration and clustering in single-cell data. BMC Bioinform. 25(1): 164 (2024) - [j11]Shushan Wu, Luyang Fang, Jinan Zhang, T. N. Sriram, Stephen James Coshatt, Feraidoon Zahiri, H. Alan Mantooth, Jin Ye, Wenxuan Zhong, Ping Ma, WenZhan Song:
Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches. IEEE Trans. Smart Grid 15(2): 2214-2225 (2024) - [c5]Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma:
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification. ICML 2024 - 2023
- [j10]Jingyi Zhang, Cheng Meng, Jun Yu, Mengrui Zhang, Wenxuan Zhong, Ping Ma:
An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation. J. Comput. Graph. Stat. 32(1): 329-339 (2023) - [c4]Shushan Wu, Huimin Cheng, Jiazhang Cai, Ping Ma, Wenxuan Zhong:
Subsampling in Large Graphs Using Ricci Curvature. ICLR 2023 - 2022
- [j9]Xin Xing, Rui Xie, Wenxuan Zhong:
Model-based sparse coding beyond Gaussian independent model. Comput. Stat. Data Anal. 166: 107336 (2022) - [j8]Jun Yu, Huimin Cheng, Jinan Zhang, Qi Li, Shushan Wu, Wenxuan Zhong, Jin Ye, Wen-Zhan Song, Ping Ma:
CONGO²: Scalable Online Anomaly Detection and Localization in Power Electronics Networks. IEEE Internet Things J. 9(15): 13862-13875 (2022) - [j7]Cheng Meng, Jun Yu, Yongkai Chen, Wenxuan Zhong, Ping Ma:
Smoothing Splines Approximation Using Hilbert Curve Basis Selection. J. Comput. Graph. Stat. 31(3): 802-812 (2022) - 2021
- [j6]Cheng Meng, Rui Xie, Abhyuday Mandal, Xinlian Zhang, Wenxuan Zhong, Ping Ma:
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model. J. Comput. Graph. Stat. 30(3): 694-708 (2021) - [j5]Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang:
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors. BMC Medical Informatics Decis. Mak. 21(1): 187 (2021) - [i4]Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang:
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors. CoRR abs/2105.09670 (2021) - [i3]Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma:
Large-scale optimal transport map estimation using projection pursuit. CoRR abs/2106.05838 (2021) - 2020
- [j4]Xin Xing, Meimei Liu, Ping Ma, Wenxuan Zhong:
Minimax Nonparametric Parallelism Test. J. Mach. Learn. Res. 21: 94:1-94:47 (2020) - [c3]Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong:
Sufficient dimension reduction for classification using principal optimal transport direction. NeurIPS 2020 - [i2]Jingyi Zhang, Wenxuan Zhong, Ping Ma:
A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research. CoRR abs/2008.02995 (2020) - [i1]Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong:
Sufficient dimension reduction for classification using principal optimal transport direction. CoRR abs/2010.09921 (2020)
2010 – 2019
- 2019
- [c2]Rui Xie, Zengyan Wang, Shuyang Bai, Ping Ma, Wenxuan Zhong:
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series. AISTATS 2019: 2301-2311 - [c1]Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma:
Large-scale optimal transport map estimation using projection pursuit. NeurIPS 2019: 8116-8127 - 2016
- [j3]Xiaoxiao Sun, David Dalpiaz, Di Wu, Jun S. Liu, Wenxuan Zhong, Ping Ma:
Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model. BMC Bioinform. 17: 324 (2016) - 2015
- [j2]Wenxuan Zhong, Kenneth S. Suslick:
Matrix Discriminant Analysis With Application to Colorimetric Sensor Array Data. Technometrics 57(4): 524-534 (2015)
2000 – 2009
- 2005
- [j1]Wenxuan Zhong, Peng Zeng, Ping Ma, Jun S. Liu, Michael Yu Zhu:
RSIR: regularized sliced inverse regression for motif discovery. Bioinform. 21(22): 4169-4175 (2005)
Coauthor Index
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