Yanfang (Fanny) Ye

Yanfang (Fanny) Ye

Case Western Reserve University

H-index: 40

North America-United States

About Yanfang (Fanny) Ye

Yanfang (Fanny) Ye, With an exceptional h-index of 40 and a recent h-index of 36 (since 2020), a distinguished researcher at Case Western Reserve University, specializes in the field of AI/ML, Data Mining, Cybersecurity, Public Health.

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

Graph Inference Acceleration by Learning MLPs on Graphs without Supervision

Tackling Negative Transfer on Graphs

GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation

Trustllm: Trustworthiness in large language models

How Does Message Passing Improve Collaborative Filtering?

How to Improve Representation Alignment and Uniformity in Graph-based Collaborative Filtering?

Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns

Fine-grained classification of drug trafficking based on Instagram hashtags

Yanfang (Fanny) Ye Information

University

Position

T. and D. Schroeder Associate Professor CDS

Citations(all)

8204

Citations(since 2020)

6979

Cited By

2951

hIndex(all)

40

hIndex(since 2020)

36

i10Index(all)

88

i10Index(since 2020)

84

Email

University Profile Page

Case Western Reserve University

Google Scholar

View Google Scholar Profile

Yanfang (Fanny) Ye Skills & Research Interests

AI/ML

Data Mining

Cybersecurity

Public Health

Top articles of Yanfang (Fanny) Ye

Title

Journal

Author(s)

Publication Date

Graph Inference Acceleration by Learning MLPs on Graphs without Supervision

arXiv preprint arXiv:2402.08918

Zehong Wang

Zheyuan Zhang

Chuxu Zhang

Yanfang Ye

2024/2/14

Tackling Negative Transfer on Graphs

arXiv preprint arXiv:2402.08907

Zehong Wang

Zheyuan Zhang

Chuxu Zhang

Yanfang Ye

2024/2/14

GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation

NeurIPS 2023

Mingxuan Ju

Tong Zhao

Wenhao Yu

Neil Shah

Yanfang Ye

2023/12

Trustllm: Trustworthiness in large language models

arXiv preprint arXiv:2401.05561

Lichao Sun

Yue Huang

Haoran Wang

Siyuan Wu

Qihui Zhang

...

2024/1/10

How Does Message Passing Improve Collaborative Filtering?

arXiv preprint arXiv:2404.08660

Mingxuan Ju

William Shiao

Zhichun Guo

Yanfang Ye

Yozen Liu

...

2024/3/27

How to Improve Representation Alignment and Uniformity in Graph-based Collaborative Filtering?

Zhongyu Ouyang

Chunhui Zhang

Shifu Hou

Chuxu Zhang

Yanfang Ye

2024

Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns

arXiv preprint arXiv:2403.08820

Zheyuan Zhang

Zehong Wang

Shifu Hou

Evan Hall

Landon Bachman

...

2024/2/21

Fine-grained classification of drug trafficking based on Instagram hashtags

Decision Support Systems

Chuanbo Hu

Bin Liu

Yanfang Ye

Xin Li

2023/2/1

Let graph be the go board: gradient-free node injection attack for graph neural networks via reinforcement learning

Proceedings of the AAAI Conference on Artificial Intelligence

Mingxuan Ju

Yujie Fan

Chuxu Zhang

Yanfang Ye

2023/6/26

Prompt Learning Unlocked for App Promotion in the Wild

Zhongyu Ouyang

Shifu Hou

Shang Ma

Chaoran Chen

Chunhui Zhang

...

2023/12/21

Mitigating Severe Robustness Degradation on Graphs

Xiangchi Yuan

Chunhui Zhang

Yijun Tian

Yanfang Ye

Chuxu Zhang

2023/10/13

Hypergraph Contrastive Learning for Drug Trafficking Community Detection

Tianyi Ma

Yiyue Qian

Chuxu Zhang

Yanfang Ye

2023

Fair graph representation learning via diverse mixture-of-experts

Zheyuan Liu

Chunhui Zhang

Yijun Tian

Erchi Zhang

Chao Huang

...

2023/4/30

Graph mining for cybersecurity: A survey

Bo Yan

Cheng Yang

Chuan Shi

Yong Fang

Qi Li

...

2023/11/13

Adaptive Expansion for Hypergraph Learning

Yiyue Qian

Tianyi Ma

Chuxu Zhang

Yanfang Ye

2023/10/13

A Multi-Modality Framework for Drug-Drug Interaction Prediction by Harnessing Multi-source Data

Qianlong Wen

Jiazheng Li

Chuxu Zhang

Yanfang Ye

2023

Mind the Gap: Mitigating the Distribution Gap in Graph Few-shot Learning

Transactions on Machine Learning Research

Chunhui Zhang

Hongfu Liu

Jundong Li

Yanfang Ye

Chuxu Zhang

2023/3/29

Graph Inference Acceleration by Bridging GNNs and MLPs with Self-Supervised Learning

Zehong Wang

Zheyuan Zhang

Chuxu Zhang

Yanfang Ye

2023/10/13

A Head Start Matters: Dynamic-Calibrated Representation Alignment and Uniformity for Recommendations

Zhongyu Ouyang

Shifu Hou

Chunhui Zhang

Chuxu Zhang

Yanfang Ye

2023/10/4

Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization

Chunhui Zhang

Yijun Tian

Mingxuan Ju

Zheyuan Liu

Yanfang Ye

...

2022/9/29

See List of Professors in Yanfang (Fanny) Ye University(Case Western Reserve University)