qinli yang

About qinli yang

qinli yang, With an exceptional h-index of 26 and a recent h-index of 22 (since 2020), a distinguished researcher at University of Electronic Science and Technology of China, specializes in the field of hydrology and water resources, data mining, remote sensing.

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

Unsupervised graph denoising via feature-driven matrix factorization

A climate-adaptive transfer learning framework for improving soil moisture estimation in the Qinghai-Tibet Plateau

Incorporating multiple grid-based data in CNN-LSTM hybrid model for daily runoff prediction in the source region of the Yellow River Basin

An attention-mechanism-based deep fusion model for improving quantitative precipitation estimation in a sparsely-gauged basin

A reliable adaptive prototype-based learning for evolving data streams with limited labels

FedSULP: A communication-efficient federated learning framework with selective updating and loss penalization

LSS: A locality-based structure system to evaluate the spreader’s importance in social complex networks

A context-enhanced Dirichlet model for online clustering in short text streams

qinli yang Information

University

Position

___

Citations(all)

1901

Citations(since 2020)

1393

Cited By

965

hIndex(all)

26

hIndex(since 2020)

22

i10Index(all)

49

i10Index(since 2020)

43

Email

University Profile Page

Google Scholar

qinli yang Skills & Research Interests

hydrology and water resources

data mining

remote sensing

Top articles of qinli yang

Unsupervised graph denoising via feature-driven matrix factorization

Information Sciences

2024/3/1

A climate-adaptive transfer learning framework for improving soil moisture estimation in the Qinghai-Tibet Plateau

Journal of Hydrology

2024/2/1

Incorporating multiple grid-based data in CNN-LSTM hybrid model for daily runoff prediction in the source region of the Yellow River Basin

Journal of Hydrology: Regional Studies

2024/2/1

An attention-mechanism-based deep fusion model for improving quantitative precipitation estimation in a sparsely-gauged basin

Journal of Hydrology

2024/1/1

A reliable adaptive prototype-based learning for evolving data streams with limited labels

Information Processing & Management

2024/1/1

FedSULP: A communication-efficient federated learning framework with selective updating and loss penalization

Information Sciences

2023/12/1

LSS: A locality-based structure system to evaluate the spreader’s importance in social complex networks

Expert Systems with Applications

2023/10/15

A context-enhanced Dirichlet model for online clustering in short text streams

Expert Systems with Applications

2023/10/15

Semi-supervised federated learning on evolving data streams

Information Sciences

2023/9/1

FedStream: Prototype-Based Federated Learning on Distributed Concept-Drifting Data Streams

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2023/8/1

Online Semi-Supervised Classification on Multilabel Evolving High-Dimensional Text Streams

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2023/6/5

Open-world semi-supervised novel class discovery

arXiv preprint arXiv:2305.13095

2023/5/22

An End-to-end Learning Framework for Joint Compensation of Impairments in Coherent Optical Communication Systems

2023/5/17

Enhanced LSTM model for daily runoff prediction in the upper Huai river basin, China

Engineering

2023/5/1

A new few-shot learning model for runoff prediction: Demonstration in two data scarce regions

Environmental Modelling & Software

2023/4/1

Multi-instance attention network for few-shot learning

Information Sciences

2022/9/1

Runoff Prediction in a Data Scarce Region Based on Few-Shot Learning

2022/7/17

Community detection in subspace of attribute

Information Sciences

2022/7/1

Learning Evolving Concepts with Online Class Posterior Probability

2022/4/8

Mixhead: Breaking the low-rank bottleneck in multi-head attention language models

Knowledge-Based Systems

2022/3/15

See List of Professors in qinli yang University(University of Electronic Science and Technology of China)