Runxue Bao

Runxue Bao

University of Pittsburgh

H-index: 8

North America-United States

About Runxue Bao

Runxue Bao, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Pittsburgh, specializes in the field of Optimization, Deep Learning, LLM.

His recent articles reflect a diverse array of research interests and contributions to the field:

Online Transfer Learning for RSV Case Detection

Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch

InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration

The Measurement of Knowledge in Knowledge Graphs

Demystify the Gravity Well in the Optimization Landscape (student abstract)

A Survey on Heterogeneous Transfer Learning

New scalable and efficient online pairwise learning algorithm

Prediction of COVID-19 patients’ emergency room revisit using multi-source transfer learning

Runxue Bao Information

University

Position

___

Citations(all)

154

Citations(since 2020)

154

Cited By

9

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

University of Pittsburgh

Google Scholar

View Google Scholar Profile

Runxue Bao Skills & Research Interests

Optimization

Deep Learning

LLM

Top articles of Runxue Bao

Title

Journal

Author(s)

Publication Date

Online Transfer Learning for RSV Case Detection

ICHI 2024: IEEE 12th International Conference on Healthcare Informatics (ICHI)

Yiming Sun

Yuhe Gao

Runxue Bao

Gregory F Cooper

Jessi Espino

...

2024/2/3

Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch

CVPR

Xidong Wu*

Shangqian Gao*

Zeyu Zhang

Zhenzhen Li

Runxue Bao

...

2024/3/21

InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration

arXiv preprint arXiv:2402.11441

Fali Wang

Runxue Bao

Suhang Wang

Wenchao Yu

Yanchi Liu

...

2024/2/18

The Measurement of Knowledge in Knowledge Graphs

Jason Xiaotian Dou

Haiyi Mao

Runxue Bao

Paul Pu Liang

Xiaoqing Tan

...

2023

Demystify the Gravity Well in the Optimization Landscape (student abstract)

AAAI 2023: Proceedings of the AAAI Conference on Artificial Intelligence

Jason Xiaotian Dou

Runxue Bao

Susan Song

Shuran Yang

Yanfu Zhang

...

2023

A Survey on Heterogeneous Transfer Learning

Runxue Bao

Yiming Sun

Yuhe Gao

Jindong Wang

Qiang Yang

...

2023/10/12

New scalable and efficient online pairwise learning algorithm

TNNLS: IEEE Transactions on Neural Networks and Learning Systems

Bin Gu

Runxue Bao

Chenkang Zhang

Heng Huang

2023/9/1

Prediction of COVID-19 patients’ emergency room revisit using multi-source transfer learning

Yuelyu Ji

Yuhe Gao

Runxue Bao

Qi Li

Disheng Liu

...

2023/6/26

Efficient Learning Algorithms for Training Large-Scale and High-Dimensional Machine Learning Models

Runxue Bao

2023/1/19

Sampling through the lens of sequential decision making

arXiv preprint arXiv:2208.08056

Jason Xiaotian Dou

Alvin Qingkai Pan

Runxue Bao

Haiyi Harry Mao

Lei Luo

...

2022/8/17

Ranking Based Objectives with Wasserstein Distance

Jason Xiaotian Dou

Lei Luo

Wenxin Wei

Runxu Bao

Yanfu Zhang

2022/5

Doubly sparse asynchronous learning for stochastic composite optimization

Runxue Bao

Xidong Wu

Wenhan Xian

Heng Huang

2022

Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation and Adaptive Model Fine-tuning

Yanfu Zhang

Runxue Bao

Jian Pei

Heng Huang

2022/11/28

Clinical Decision System using Machine Learning and Deep Learning: a Survey

Jason Xiaotian Dou

Runxue Bao

Wenxin Wei

2022

Learning more effective cell representations efficiently

Jason Xiaotian Dou

Minxue Jia

Nika Zaslavsky

Mark Ebeid

Runxue Bao

...

2022/11/28

An accelerated doubly stochastic gradient method with faster explicit model identification

Runxue Bao

Bin Gu

Heng Huang

2022/10/17

Fast OSCAR and OWL regression via safe screening rules

Runxue Bao

Bin Gu

Heng Huang

2020/11/21

See List of Professors in Runxue Bao University(University of Pittsburgh)