Yuchen Fang

Yuchen Fang

Shanghai Jiao Tong University

H-index: 12

Asia-China

About Yuchen Fang

Yuchen Fang, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Artificial Intelligence, Data Mining, Machine Learning.

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

Knowledge Distillation for Travel Time Estimation

DMGSTCN: Dynamic Multi-Graph Spatio-Temporal Convolution Network for Traffic Forecasting

ContiFormer: Continuous-time transformer for irregular time series modeling

Timeseries Suppliers Allocation Risk Optimization via Deep Black Litterman Model

Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation

Event-Driven Day-Ahead and Intra-Day Optimal Dispatch Strategy for Sustainable Operation of Power Systems Considering Major Weather Events

Time-Series Representation Learning in Topology Prediction for Passive Optical Network of Telecom Operators

HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting

Yuchen Fang Information

University

Position

___

Citations(all)

681

Citations(since 2020)

677

Cited By

52

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Shanghai Jiao Tong University

Google Scholar

View Google Scholar Profile

Yuchen Fang Skills & Research Interests

Artificial Intelligence

Data Mining

Machine Learning

Top articles of Yuchen Fang

Title

Journal

Author(s)

Publication Date

Knowledge Distillation for Travel Time Estimation

IEEE Transactions on Intelligent Transportation Systems

Haichao Zhang

Fang Zhao

Chenxing Wang

Haiyong Luo

Haoyu Xiong

...

2024/3/22

DMGSTCN: Dynamic Multi-Graph Spatio-Temporal Convolution Network for Traffic Forecasting

IEEE Internet of Things Journal

Yanjun Qin

Xiaoming Tao

Yuchen Fang

Haiyong Luo

Fang Zhao

...

2024/3/22

ContiFormer: Continuous-time transformer for irregular time series modeling

Advances in Neural Information Processing Systems

Yuqi Chen

Kan Ren

Yansen Wang

Yuchen Fang

Weiwei Sun

...

2024/2/13

Timeseries Suppliers Allocation Risk Optimization via Deep Black Litterman Model

arXiv preprint arXiv:2401.17350

Jiayuan Luo

Wentao Zhang

Yuchen Fang

Xiaowei Gao

Dingyi Zhuang

...

2024/1/30

Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation

arXiv preprint arXiv:2401.09943

Ruizhe Zhang

Xinke Jiang

Yuchen Fang

Jiayuan Luo

Yongxin Xu

...

2024/1/18

Event-Driven Day-Ahead and Intra-Day Optimal Dispatch Strategy for Sustainable Operation of Power Systems Considering Major Weather Events

Processes

Zhifeng Liang

Dayan Sun

Ershun Du

Yuchen Fang

2024/4/21

Time-Series Representation Learning in Topology Prediction for Passive Optical Network of Telecom Operators

Sensors

Haoran Zhao

Yuchen Fang

Yuxiang Zhao

Zheng Tian

Weinan Zhang

...

2023/3/22

HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting

arXiv preprint arXiv:2307.14596

Zezhi Shao

Fei Wang

Zhao Zhang

Yuchen Fang

Guangyin Jin

...

2023/7/27

Spatio-temporal graph neural networks for predictive learning in urban computing: A survey

IEEE Transactions on Knowledge and Data Engineering

Guangyin Jin

Yuxuan Liang

Yuchen Fang

Zezhi Shao

Jincai Huang

...

2023/11/23

Constrained market share maximization by signal-guided optimization

Proceedings of the AAAI Conference on Artificial Intelligence

Bo Hui

Yuchen Fang

Tian Xia

Sarp Aykent

Wei-Shinn Ku

2023/6/26

STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting

IEEE Transactions on Knowledge and Data Engineering

Yuchen Fang

Yanjun Qin

Haiyong Luo

Fang Zhao

Kai Zheng

2023/10/17

Learning decomposed spatial relations for multi-variate time-series modeling

Proceedings of the AAAI Conference on Artificial Intelligence

Yuchen Fang

Kan Ren

Caihua Shan

Yifei Shen

You Li

...

2023/6/26

Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling

Ziyue Li

Yuchen Fang

You Li

Kan Ren

Yansen Wang

...

2023/10/1

Spatio-temporal hierarchical MLP network for traffic forecasting

Information Sciences

Yanjun Qin

Haiyong Luo

Fang Zhao

Yuchen Fang

Xiaoming Tao

...

2023/6/1

Codeapex: A bilingual programming evaluation benchmark for large language models

arXiv preprint arXiv:2309.01940

Lingyue Fu

Huacan Chai

Shuang Luo

Kounianhua Du

Weiming Zhang

...

2023/9/5

When spatio-temporal meet wavelets: Disentangled traffic forecasting via efficient spectral graph attention networks

Yuchen Fang

Yanjun Qin

Haiyong Luo

Fang Zhao

Bingbing Xu

...

2023/4/3

Learning multi-agent intention-aware communication for optimal multi-order execution in finance

Yuchen Fang

Zhenggang Tang

Kan Ren

Weiqing Liu

Li Zhao

...

2023/8/6

Multi-objective unit commitment of jointly concentrating solar power plant and wind farm for providing peak-shaving considering operational risk

International Journal of Electrical Power & Energy Systems

Yuchen Fang

Shuqiang Zhao

Zhe Chen

2022/5/1

Cross-regional electricity and hydrogen deployment research based on coordinated optimization: Towards carbon neutrality in China

Energy reports

Chen Jin

Jinyu Xiao

Jinming Hou

Han Jiang

Jinxuan Zhang

...

2022/11/1

GraphHINGE: Learning interaction models of structured neighborhood on heterogeneous information network

ACM Transactions on Information Systems (TOIS)

Jiarui Jin

Kounianhua Du

Weinan Zhang

Jiarui Qin

Yuchen Fang

...

2022/3/24

See List of Professors in Yuchen Fang University(Shanghai Jiao Tong University)

Co-Authors

H-index: 86
Yong Yu (俞勇)

Yong Yu (俞勇)

Shanghai Jiao Tong University

H-index: 64
Weinan Zhang

Weinan Zhang

Shanghai Jiao Tong University

H-index: 62
Jun Wang

Jun Wang

University College London

H-index: 12
Jiarui Qin

Jiarui Qin

Shanghai Jiao Tong University

H-index: 9
Jiarui Jin

Jiarui Jin

Shanghai Jiao Tong University

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