Yanjie Fu

Yanjie Fu

University of Central Florida

H-index: 37

North America-United States

About Yanjie Fu

Yanjie Fu, With an exceptional h-index of 37 and a recent h-index of 34 (since 2020), a distinguished researcher at University of Central Florida, specializes in the field of Data Mining, Machine Learning, Data-centric AI, Urban and Social Computing.

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

Dual-stage Flows-based Generative Modeling for Traceable Urban Planning

Dewp: Deep expansion learning for wind power forecasting

Feature Selection as Deep Sequential Generative Learning

Deep adaptive graph clustering via von Mises-Fisher distributions

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

A dual-channel semi-supervised learning framework on graphs via knowledge transfer and meta-learning

Reinforcement-enhanced autoregressive feature transformation: Gradient-steered search in continuous space for postfix expressions

Exploring bus stop mobility pattern: a multi-pattern deep learning prediction framework

Yanjie Fu Information

University

Position

Assistant Professor

Citations(all)

5247

Citations(since 2020)

4354

Cited By

2170

hIndex(all)

37

hIndex(since 2020)

34

i10Index(all)

91

i10Index(since 2020)

84

Email

University Profile Page

University of Central Florida

Google Scholar

View Google Scholar Profile

Yanjie Fu Skills & Research Interests

Data Mining

Machine Learning

Data-centric AI

Urban and Social Computing

Top articles of Yanjie Fu

Title

Journal

Author(s)

Publication Date

Dual-stage Flows-based Generative Modeling for Traceable Urban Planning

Xuanming Hu

Wei Fan

Dongjie Wang

Pengyang Wang

Yong Li

...

2024

Dewp: Deep expansion learning for wind power forecasting

ACM Transactions on Knowledge Discovery from Data

Wei Fan

Yanjie Fu

Shun Zheng

Jiang Bian

Yuanchun Zhou

...

2024/1/12

Feature Selection as Deep Sequential Generative Learning

arXiv preprint arXiv:2403.03838

Wangyang Ying

Dongjie Wang

Haifeng Chen

Yanjie Fu

2024/3/6

Deep adaptive graph clustering via von Mises-Fisher distributions

ACM Transactions on the Web

Pengfei Wang

Daqing Wu

Chong Chen

Kunpeng Liu

Yanjie Fu

...

2024/1/8

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

arXiv preprint arXiv:2402.09617

Xinyuan Wang

Liang Wu

Liangjie Hong

Hao Liu

Yanjie Fu

2024/2/14

A dual-channel semi-supervised learning framework on graphs via knowledge transfer and meta-learning

ACM Transactions on the Web

Ziyue Qiao

Pengyang Wang

Pengfei Wang

Zhiyuan Ning

Yanjie Fu

...

2024/1/8

Reinforcement-enhanced autoregressive feature transformation: Gradient-steered search in continuous space for postfix expressions

NeurIPS 2023 Spotlight Accepted

Dongjie Wang

Meng Xiao

Min Wu

Pengfei Wang

Yuanchun Zhou

...

2023/9/24

Exploring bus stop mobility pattern: a multi-pattern deep learning prediction framework

IEEE Transactions on Intelligent Transportation Systems

Xiangjie Kong

Zhehui Shen

Kailai Wang

Guojiang Shen

Yanjie Fu

2024/1/5

Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation

arXiv preprint arXiv:2404.17157

Nanxu Gong

Wangyang Ying

Dongjie Wang

Yanjie Fu

2024/4/26

Traceable group-wise self-optimizing feature transformation learning: A dual optimization perspective

ACM Transactions on Knowledge Discovery from Data

Meng Xiao

Dongjie Wang

Min Wu

Kunpeng Liu

Hui Xiong

...

2024/2/13

Feature Interaction Aware Automated Data Representation Transformation

Ehtesamul Azim

Dongjie Wang

Kunpeng Liu

Wei Zhang

Yanjie Fu

2024

Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent

arXiv preprint arXiv:2403.04015

Xinyuan Wang

Dongjie Wang

Wangyang Ying

Rui Xie

Haifeng Chen

...

2024/3/6

Addressing Distribution Shift in Time Series Forecasting with Instance Normalization Flows

arXiv preprint arXiv:2401.16777

Wei Fan

Shun Zheng

Pengyang Wang

Rui Xie

Jiang Bian

...

2024/1/30

Focus on informative graphs! semi-supervised active learning for graph-level classification

Wei Ju

Xiao Luo

Yifang Qin

Ziyue Qiao

Siyu Yi

...

2023

Hierarchical interdisciplinary topic detection model for research proposal classification

IEEE Transactions on Knowledge and Data Engineering

Meng Xiao

Ziyue Qiao

Yanjie Fu

Hao Dong

Yi Du

...

2023/2/24

Pristi: A conditional diffusion framework for spatiotemporal imputation

Mingzhe Liu

Han Huang

Hao Feng

Leilei Sun

Bowen Du

...

2023/4/3

Interactive reinforced feature selection with traverse strategy

Knowledge and Information Systems

Kunpeng Liu

Dongjie Wang

Wan Du

Dapeng Oliver Wu

Yanjie Fu

2023/5

Interdisciplinary fairness in imbalanced research proposal topic inference: A hierarchical transformer-based method with selective interpolation

arXiv preprint arXiv:2309.01717

Meng Xiao

Min Wu

Ziyue Qiao

Yanjie Fu

Zhiyuan Ning

...

2023/9/4

Dish-ts: a general paradigm for alleviating distribution shift in time series forecasting

Proceedings of the AAAI Conference on Artificial Intelligence

Wei Fan

Pengyang Wang

Dongkun Wang

Dongjie Wang

Yuanchun Zhou

...

2023/6/26

Traceable automatic feature transformation via cascading actor-critic agents

Meng Xiao

Dongjie Wang

Min Wu

Ziyue Qiao

Pengfei Wang

...

2023

See List of Professors in Yanjie Fu University(University of Central Florida)

Co-Authors

H-index: 88
Hui Xiong, Fellow of AAAS and IEEE

Hui Xiong, Fellow of AAAS and IEEE

Rutgers, The State University of New Jersey

H-index: 18
Pengyang Wang

Pengyang Wang

University of Central Florida

H-index: 13
Kunpeng Liu

Kunpeng Liu

University of Central Florida

H-index: 9
Dongjie Wang

Dongjie Wang

University of Central Florida

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