Scholar
Tianbao Yang
Google Scholar ID: BCxFU0EAAAAJ
Texas A&M University
machine learning
stochastic optimization
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Homepage
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Citations & Impact
All-time
Citations
8,122
H-index
47
i10-index
137
Publications
20
Co-authors
30
list available
Contact
Email
libaucx@gmail.com
CV
Open ↗
Publications
29 items
Memory-Efficient Continual Learning with CLIP Models
2026
Cited
0
A Domain Incremental Continual Learning Benchmark for ICU Time Series Model Transportability
2026
Cited
0
Statistical Consistency and Generalization of Contrastive Representation Learning
2026
Cited
0
ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold
2026
Cited
0
Masked Contrastive Pre-Training Improves Music Audio Key Detection
2026
Cited
0
DRTriton: Large-Scale Synthetic Data Reinforcement Learning for Triton Kernel Generation
2026
Cited
0
A Geometry-Aware Efficient Algorithm for Compositional Entropic Risk Minimization
2026
Cited
0
Breaking the Limits of Open-Weight CLIP: An Optimization Framework for Self-supervised Fine-tuning of CLIP
2026
Cited
0
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Resume (English only)
Academic Achievements
IEEE Senior Member (2023)
Appointed Stephen Horn '79 Engineering Excellence Chair (2025)
Named Herbert H. Richardson Faculty Fellow by College of Engineering (2023)
Serving as Associate Editor for IEEE Transactions on Pattern Analysis and Machine Intelligence since 2024
Area Chair for NeurIPS 2022 and ICML 2022
Published paper 'Contrastive Learning and Subtyping of Post-Covid-19 Lung Computed Tomography Images' in Frontiers in Physiology (2022)
Deep AUC Maximization solution (implemented in LibAUC) ranked 1st in Stanford CheXpert competition for two consecutive years
Supervised PhD students Zhuoning Yuan (joined Netflix) and Dixian Zhu (postdoc at Stanford) to successful dissertation defenses
LibAUC library surpassed 25,000 usages by March 2023
Co-authors
30 total
Rong Jin
Alibaba Group
Lijun Zhang
Nanjing University
Qihang Lin
The University of Iowa
Co-author 4
Mehrdad Mahdavi
Hartz Family Associate Professor of Computer Science @ Penn State
Zhi-Hua Zhou
Nanjing University
Co-author 7
Yan Yan
Washington State University
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