Ningtao Wang

Researcher, Ant Group

Joined

January 2023

Names

Ningtao Wang (Preferred)

NINGTAO WANG

Emails

****@gmail.com (Confirmed)

****@antgroup.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Ant Group (antgroup.com)

2018 – Present

Assistant Professor

University of Texas School of Public Health (utexas.edu)

2015 – 2018

PhD student

Pennsylvania State University (psu.edu)

2010 – 2015

Undergrad student

Nankai University (nankai.edu.cn)

2006 – 2010

Advisors, Relations & Conflicts

PhD Advisor

Renze Li

2010 – 2015

PhD Advisor

Ronglin Wu

2010 – 2015

Expertise

No areas of expertise listed

Publications

Awakening Visual Reasoning: Mitigating Post-Training Failure in Vision-Text Compression
Xing Xi, Liyao Li, Hao Chen, Ningtao Wang, Peixian Chen, Peilin Tong, Xing Fu, Yu Cheng, Haobo Wang, Gang Chen, Junbo Zhao, Ronghua Luo
- ICML 2026 regular
- Readers: Everyone
From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment
Hao Chen, Qi Zhang, Liyao Li, Zhanming Shen, Wentao Ye, Lirong Gao, NINGTAO WANG, Xing Fu, Xiaoyu Shen, Junbo Zhao
- ICML 2026 regular
- Readers: Everyone
Online Test-Time Adaptation in Tabular Data with Minimal High-Certainty Samples
Mingming Zhang, Zhiqing Xiao, NINGTAO WANG, Xing Fu, Yu Cheng, Weiqiang Wang, Junbo Zhao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
JUMP: JOINTLY UTILIZING MISSINGNESS FOR PREDICTION ON INCOMPLETE TABULAR DATA
Mingming Zhang, Zhiqing Xiao, NINGTAO WANG, Xing Fu, Yu Cheng, Weiqiang Wang, Junbo Zhao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Table as a Modality for Large Language Models
Liyao Li, Chao Ye, Wentao Ye, Yifei Sun, Zhe Jiang, Haobo Wang, Jiaming Tian, Yiming Zhang, NINGTAO WANG, Xing Fu, Gang Chen, Junbo Zhao
- NeurIPS 2025 poster
- Readers: Everyone
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set
Laila Rasmy, Yonghui Wu, Ningtao Wang, Xin Geng, W. Jim Zheng, Fei Wang, Hulin Wu, Hua Xu, Degui Zhi
- Published: 01 Jan 2018, Last Modified: 17 May 2023
- J. Biomed. Informatics 2018
- Readers: Everyone
Towards a comprehensive picture of the genetic landscape of complex traits
Zhong Wang, Yaqun Wang, Ningtao Wang, Jianxin Wang, Zuoheng Wang, C. Eduardo Vallejos, Rongling Wu
- Published: 01 Jan 2014, Last Modified: 17 May 2023
- Briefings Bioinform. 2014
- Readers: Everyone
A bi-Poisson model for clustering gene expression profiles by RNA-seq
Ningtao Wang, Yaqun Wang, Han Hao, Luojun Wang, Zhong Wang, Jianxin Wang, Rongling Wu
- Published: 01 Jan 2014, Last Modified: 17 May 2023
- Briefings Bioinform. 2014
- Readers: Everyone
A multivalent three-point linkage analysis model of autotetraploids
Yafei Lv, Xiaoxia Yang, Chunfa Tong, Xin Li, Sisi Feng, Zhong Wang, Xiaoming Pang, Yaqun Wang, Ningtao Wang, Christian M. Tobias, Rongling Wu
- Published: 01 Jan 2013, Last Modified: 17 May 2023
- Briefings Bioinform. 2013
- Readers: Everyone
A quantitative model of transcriptional differentiation driving host-pathogen interactions
Sheng Zhu, Zhong Wang, Jianxin Wang, Yaqun Wang, Ningtao Wang, Zuoheng Wang, Meng Xu, Xiaohua Su, Mingxiu Wang, Shougong Zhang, Minren Huang, Rongling Wu
- Published: 01 Jan 2013, Last Modified: 17 May 2023
- Briefings Bioinform. 2013
- Readers: Everyone

Co-Authors

View all 53 co-authors