Sheng Li

Sheng Li

University of Georgia

H-index: 40

North America-United States

Contact Sheng Li

About Sheng Li

Sheng Li, With an exceptional h-index of 40 and a recent h-index of 35 (since 2020), a distinguished researcher at University of Georgia, specializes in the field of Data Mining, Machine Learning, Causal Inference, Computer Vision.

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

Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks

Ufid: A unified framework for input-level backdoor detection on diffusion models

Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation

BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)

Open-Set Graph Domain Adaptation via Separate Domain Alignment

LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs

Task-driven causal feature distillation: Towards trustworthy risk prediction

Bridging Causal Discovery and Large Language Models: A Comprehensive Survey of Integrative Approaches and Future Directions

Sheng Li Information

University	University of Georgia
Position	Assistant Professor of Computer Science
Citations(all)	5903
Citations(since 2020)	4847
Cited By	2671
hIndex(all)	40
hIndex(since 2020)	35
i10Index(all)	110
i10Index(since 2020)	100
Email	Access Email
University Profile Page	University of Georgia
Google Scholar	View Google Scholar Profile

Sheng Li Skills & Research Interests

Data Mining

Machine Learning

Causal Inference

Computer Vision

Top articles of Sheng Li

Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks

arXiv preprint arXiv:2404.17511

2024/4/26

Pengsheng Ji

H-Index: 7

Sheng Li

H-Index: 26

Ufid: A unified framework for input-level backdoor detection on diffusion models

arXiv preprint arXiv:2404.01101

2024/4/1

Sheng Li

H-Index: 26

Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation

arXiv preprint arXiv:2403.19584

2024/3/28

Zhongliang Zhou

H-Index: 1

Lan Mu

H-Index: 12

Sheng Li

H-Index: 26

Gengchen Mai

H-Index: 11

BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)

arXiv preprint arXiv:2305.03289

2023/5/5

Sheng Li

H-Index: 26

Open-Set Graph Domain Adaptation via Separate Domain Alignment

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Yu Wang

H-Index: 14

Ronghang Zhu

H-Index: 4

Pengsheng Ji

H-Index: 7

Sheng Li

H-Index: 26

LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Yan Wang

H-Index: 2

Xin Ouyang

H-Index: 1

Simeng Wang

H-Index: 1

Hongyan Hao

H-Index: 1

Yue Shen

H-Index: 53

James Zhang

H-Index: 30

Longfei Li

H-Index: 5

Jun Zhou

H-Index: 16

Sheng Li

H-Index: 26

Task-driven causal feature distillation: Towards trustworthy risk prediction

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Longfei Li

H-Index: 5

Sheng Li

H-Index: 26

Bridging Causal Discovery and Large Language Models: A Comprehensive Survey of Integrative Approaches and Future Directions

2024/2/16

Yuqi Wu

H-Index: 1

Sheng Li

H-Index: 26

Using explainable machine learning to uncover the kinase–substrate interaction landscape

Bioinformatics

2024/2/1

Zhongliang Zhou

H-Index: 1

Wayland Yeung

H-Index: 8

Sheng Li

H-Index: 26

Natarajan Kannan

H-Index: 28

Beam mask and sliding window‐facilitated deep learning‐based accurate and efficient dose prediction for pencil beam scanning proton therapy

Medical physics

2024/2

Lian Zhang

H-Index: 10

Zhengliang Liu

H-Index: 1

Sheng Li

H-Index: 26

Tianming Liu

H-Index: 37

Wei Liu

H-Index: 16

Ada-VAD: Domain Adaptable Video Anomaly Detection

2024

Sheng Li

H-Index: 26

DBRNet: Advancing Individual-Level Continuous Treatment Estimation through Disentangled and Balanced Representation

2023/10/13

Sheng Li

H-Index: 26

Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis

2023/10/8

Haixing Dai

H-Index: 2

Qing Li

H-Index: 14

Lu Zhang

H-Index: 1

Lin Zhao

H-Index: 4

Jorge Sepulcre

H-Index: 41

Fan Zhang

H-Index: 16

Sheng Li

H-Index: 26

Tianming Liu

H-Index: 37

Xiang Li

H-Index: 19

Data-centric financial large language models

arXiv preprint arXiv:2310.17784

2023/10/7

Yijia Wang

H-Index: 10

Fei Yu

H-Index: 12

Hong Chen

H-Index: 27

Xin Lu

H-Index: 1

Longfei Li

H-Index: 5

Jun Zhou

H-Index: 16

Sheng Li

H-Index: 26

Generating and utilizing classification and query-specific models to generate digital responses to queries from client device

2023/10/3

Agi for agriculture

arXiv preprint arXiv:2304.06136

2023/4/12

Sheng Li

H-Index: 26

Gengchen Mai

H-Index: 11

Jin Sun

H-Index: 11

Lilong Chai

H-Index: 14

Haijian Sun

H-Index: 14

Xianqiao Wang

H-Index: 19

Haixing Dai

H-Index: 2

Rui Xu

H-Index: 9

Changying Li

H-Index: 25

Tianming Liu

H-Index: 37

Continual causal inference with incremental observational data

2023/4/3

Stephen Rathbun

H-Index: 19

Sheng Li

H-Index: 26

Towards artificial general intelligence (agi) in the internet of things (iot): Opportunities and challenges

2023/9/14

Fei Dou

H-Index: 3

Jin Ye

H-Index: 16

Qin Lu

H-Index: 7

Wei Niu

H-Index: 12

Haijian Sun

H-Index: 14

Le Guan

H-Index: 9

Gengchen Mai

H-Index: 11

Jin Lu

H-Index: 11

Zhengliang Liu

H-Index: 1

Zihao Wu

H-Index: 0

Xianqiao Wang

H-Index: 19

Guoming Li

H-Index: 6

Lilong Chai

H-Index: 14

Sheng Li

H-Index: 26

Jin Sun

H-Index: 11

Changying Li

H-Index: 25

Tianming Liu

H-Index: 37

Wenzhan Song

H-Index: 34

Artificial general intelligence (AGI) for education

2023/4

Ehsan Latif

H-Index: 12

Gengchen Mai

H-Index: 11

Sheng Li

H-Index: 26

Tianming Liu

H-Index: 37

Xiaoming Zhai

H-Index: 9

Trustworthy representation learning across domains

2023/8/23

Ronghang Zhu

H-Index: 4

Xiang Yu

H-Index: 11

Sheng Li

H-Index: 26

See List of Professors in Sheng Li University(University of Georgia)

Co-Authors

H-index: 97

Meng Wang, IEEE Fellow, IAPR Fellow — Meng Wang, IEEE Fellow, IAPR Fellow
Hefei University of Technology

Visit Meng Wang, IEEE Fellow, IAPR Fellow Page

H-index: 92

Yun Raymond Fu — Yun Raymond Fu
North Eastern University

Visit Yun Raymond Fu Page

H-index: 64

Jing Gao — Jing Gao
Purdue University

Visit Jing Gao Page

H-index: 61

Tianming Liu — Tianming Liu
University of Georgia

Visit Tianming Liu Page

H-index: 58

Aidong Zhang, Fellow of ACM, IEEE, and AIMBE — Aidong Zhang, Fellow of ACM, IEEE, and AIMBE
University of Virginia

Visit Aidong Zhang, Fellow of ACM, IEEE, and AIMBE Page

1
2
3

academic-engine

Useful Links

List of top 50 universities

List of top 100 universities

List of top 500 universities

Find Professors Email

Find Universities Email

CUFinder Academic Engine