Ping Ma

47 papers A* 7A 2Journal 36Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Single Revision Step Improves Token-Efficient LLM Reasoning.
CoRR
Yingchuan Zhang, Terry Ma, Wenxuan Zhong, Ping Ma
2026 A* conf
DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging.
AAAI
Huimin Cheng, Xiaowei Yu, Shushan Wu, Luyang Fang, Chao Cao, Jing Zhang, Tianming Liu, Dajiang Zhu, Wenxuan Zhong, Ping Ma
2026 A* conf
Generalizable and Efficient Automated Scoring with a Knowledge-Distilled Multi-Task Mixture-of-Experts.
AAAI
Luyang Fang, Tao Wang, Ping Ma, Xiaoming Zhai
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
2026 J jnl
Large language models for bioinformatics.
Quant. Biol.
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
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
DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging.
CoRR
Huimin Cheng, Xiaowei Yu, Shushan Wu, Luyang Fang, Chao Cao, Jing Zhang, Tianming Liu, Dajiang Zhu, Wenxuan Zhong, Ping Ma
2025 J jnl
Efficient Multi-Task Inferencing: Model Merging with Gromov-Wasserstein Feature Alignment.
CoRR
Luyang Fang, Ehsan Latif, Haoran Lu, Yifan Zhou, Ping Ma, Xiaoming Zhai
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
Generalizable and Efficient Automated Scoring with a Knowledge-Distilled Multi-Task Mixture-of-Experts.
CoRR
Luyang Fang, Tao Wang, Ping Ma, Xiaoming Zhai
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
Large Language Models for Bioinformatics.
CoRR
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
2025 J jnl
Online Adaptive Anomaly Detection in Networked Electrical Machines by Adaptive Enveloped Singular Spectrum Transformation.
IEEE Internet Things J.
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
2025 J jnl
Optimal Subsampling for Data Streams with Measurement Constrained Categorical Responses.
J. Comput. Graph. Stat.
Jun Yu, Zhiqiang Ye, Mingyao Ai, Ping Ma
2025 J jnl
SPOT: An Active Learning Algorithm for Efficient Deep Neural Network Training.
Big Data Min. Anal.
Luyang Fang, Cheng Meng, Lin Zhao, Tao Wang, Tianming Liu, Wenxuan Zhong, Ping Ma
2025 J jnl
Tensor analysis of animal behavior by matricization and feature selection.
Comput. Biol. Medicine
Beichen Wang, Jiazhang Cai, Luyang Fang, Motokazu Tsujikawa, Ping Ma, Yuk Fai Leung
2024 J jnl
A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education.
CoRR
Ehsan Latif, Yifan Zhou, Shuchen Guo, Yizhu Gao, Lehong Shi, Matthew Nayaaba, Gyeong-Geon Lee, Liang Zhang, Arne Bewersdorff, Luyang Fang, Xiantong Yang, Huaqin Zhao, Hanqi Jiang, Haoran Lu, Jiaxi Li, Jichao Yu, Weihang You, Zhengliang Liu, Vincent Shung Liu, Hui Wang, Zihao Wu, Jin Lu, Fei Dou, Ping Ma, Ninghao Liu, Tianming Liu, Xiaoming Zhai
2024 A* conf
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification.
ICML
Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma
2024 — conf
Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments.
AIED Companion (2)
Ehsan Latif, Luyang Fang, Ping Ma, Xiaoming Zhai
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
2024 J jnl
Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches.
IEEE Trans. Smart Grid
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
2023 J jnl
An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation.
J. Comput. Graph. Stat.
Jingyi Zhang, Cheng Meng, Jun Yu, Mengrui Zhang, Wenxuan Zhong, Ping Ma
2023 — conf
Classification Using Deep Transfer Learning on Structured Healthcare Data.
SSCI
Ayda Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, Ping Ma, Celine M. Vachon, Jingyi Zhang, Che Ngufor, John A. Miller
2023 J jnl
Knowledge Distillation of LLM for Education.
CoRR
Ehsan Latif, Luyang Fang, Ping Ma, Xiaoming Zhai
2023 J jnl
Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data.
CoRR
Rui Xie, Shuyang Bai, Ping Ma
2023 A* conf
Subsampling in Large Graphs Using Ricci Curvature.
ICLR
Shushan Wu, Huimin Cheng, Jiazhang Cai, Ping Ma, Wenxuan Zhong
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
CONGO²: Scalable Online Anomaly Detection and Localization in Power Electronics Networks.
IEEE Internet Things J.
Jun Yu, Huimin Cheng, Jinan Zhang, Qi Li, Shushan Wu, Wenxuan Zhong, Jin Ye, Wen-Zhan Song, Ping Ma
2022 J jnl
Estimation and Model Selection for Nonparametric Function-on-Function Regression.
J. Comput. Graph. Stat.
Zhanfeng Wang, Hao Dong, Ping Ma, Yuedong Wang
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
High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection.
Comput. Electron. Agric.
Shangpeng Sun, Changying Li, Peng W. Chee, Andrew H. Paterson, Cheng Meng, Jingyi Zhang, Ping Ma, Jon S. Robertson, Jeevan Adhikari
2021 J jnl
Large-scale optimal transport map estimation using projection pursuit.
CoRR
Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma
2021 J jnl
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model.
J. Comput. Graph. Stat.
Cheng Meng, Rui Xie, Abhyuday Mandal, Xinlian Zhang, Wenxuan Zhong, Ping Ma
2020 J jnl
A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research.
CoRR
Jingyi Zhang, Wenxuan Zhong, Ping Ma
2020 A conf
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms.
AISTATS
Ping Ma, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney
2020 J jnl
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms.
CoRR
Ping Ma, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney
2020 J jnl
Minimax Nonparametric Parallelism Test.
J. Mach. Learn. Res.
Xin Xing, Meimei Liu, Ping Ma, Wenxuan Zhong
2020 J jnl
Online Distributed IoT Security Monitoring With Multidimensional Streaming Big Data.
IEEE Internet Things J.
Fangyu Li, Rui Xie, Zengyan Wang, Lulu Guo, Jin Ye, Ping Ma, Wenzhan Song
2020 A* conf
Sufficient dimension reduction for classification using principal optimal transport direction.
NeurIPS
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong
2020 J jnl
Sufficient dimension reduction for classification using principal optimal transport direction.
CoRR
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong
2019 A* conf
Large-scale optimal transport map estimation using projection pursuit.
NeurIPS
Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma
2019 A conf
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series.
AISTATS
Rui Xie, Zengyan Wang, Shuyang Bai, Ping Ma, Wenxuan Zhong
2016 J jnl
Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model.
BMC Bioinform.
Xiaoxiao Sun, David Dalpiaz, Di Wu, Jun S. Liu, Wenxuan Zhong, Ping Ma
2015 J jnl
A statistical perspective on algorithmic leveraging.
J. Mach. Learn. Res.
Ping Ma, Michael W. Mahoney, Bin Yu
2014 A* conf
A Statistical Perspective on Algorithmic Leveraging.
ICML
Ping Ma, Michael W. Mahoney, Bin Yu
2013 J jnl
A Statistical Perspective on Algorithmic Leveraging.
CoRR
Ping Ma, Michael W. Mahoney, Bin Yu
2005 J jnl
RSIR: regularized sliced inverse regression for motif discovery.
Bioinform.
Wenxuan Zhong, Peng Zeng, Ping Ma, Jun S. Liu, Michael Yu Zhu