Jingling Li

Jingling Li

University of Maryland

H-index: 8

North America-United States

About Jingling Li

Jingling Li, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Maryland, specializes in the field of Artificial Intelligence, Machine Learning, Theoretical Computer Science.

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

Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework

Hindsight learning for mdps with exogenous inputs

Compact neural architecture designs by tensor representations

VQ-GNN: A universal framework to scale up graph neural networks using vector quantization

How Does a Neural Network’s Architecture Impact Its Robustness to Noisy Labels?

How neural networks extrapolate: From feedforward to graph neural networks

Understanding generalization in deep learning via tensor methods

Jingling Li Information

University

Position

___

Citations(all)

626

Citations(since 2020)

623

Cited By

107

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Jingling Li Skills & Research Interests

Artificial Intelligence

Machine Learning

Theoretical Computer Science

Top articles of Jingling Li

Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework

arXiv preprint arXiv:2403.08743

2024/3/13

Hindsight learning for mdps with exogenous inputs

2023/7/3

Compact neural architecture designs by tensor representations

Frontiers in artificial intelligence

2022/3/8

VQ-GNN: A universal framework to scale up graph neural networks using vector quantization

Advances in Neural Information Processing Systems

2021/12/6

How Does a Neural Network’s Architecture Impact Its Robustness to Noisy Labels?

Neural Information Processing Systems

2021/12/6

How neural networks extrapolate: From feedforward to graph neural networks

arXiv preprint arXiv:2009.11848

2020/9/24

Understanding generalization in deep learning via tensor methods

2020/6/3

See List of Professors in Jingling Li University(University of Maryland)

Co-Authors

academic-engine