Qinli Yang

78 papers A* 14C 2Journal 52Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A deep metric framework for reliable semi-supervised learning on evolving data streams.
Appl. Intell.
Hongliang Wang, Liangxv Pan, Zhonglin Wu, Lei Liu, Haifeng Peng, Yulin Tao, Qinli Yang, Junming Shao
2026 J jnl
CFARMS: A clustered federated learning framework with recursive model selection.
Expert Syst. Appl.
Ebenezer Nanor, Bernard Mawuli Cobbinah, Qinli Yang, Junming Shao, Nan Meng, Jason Cheung, Philip K. Adjei, Leo Wang
2026 J jnl
Exploiting reliable evolving micro-clusters for robust semi-supervised learning on data streams.
Inf. Sci.
Hongliang Wang, Zhonglin Wu, Jinxia Guo, Wei Han, Lei Liu, Qinli Yang, Junming Shao
2026 J jnl
Federated learning with transient central initialization and decentralized edge aggregation.
Eng. Appl. Artif. Intell.
Ebenezer Nanor, Qinli Yang, Christiana Kobiah, Md Altab Hossin, Bernard Mawuli Cobbinah, Salah Ud Din, Abena A. Atwereboannah, Mohammed Juhar, Junming Shao
2026 J jnl
Learning Contrastive Evolving Micro-Clusters for Robust Semi-Supervised Data Stream Classification.
IEEE Trans. Cybern.
Hongliang Wang, Zhonglin Wu, Jinxia Guo, Qirui Hao, Xinyu Liu, Hongyuan Liu, Qinli Yang, Junming Shao
2026 J jnl
Region-based deep metric learning for tackling class overlap in online semi-supervised data stream classification.
Inf. Fusion
Zhonglin Wu, Hongliang Wang, Tongze Zhang, Hongyuan Liu, Jinxia Guo, Qinli Yang, Junming Shao
2026 J jnl
Self-purification: Enhancing adversarial defense by leveraging local relative robustness.
Expert Syst. Appl.
Rui Zhang, Jörg Wicker, Katharina Dost, Qinli Yang, Zeyu Chen, Junming Shao
2025 J jnl
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM.
Environ. Model. Softw.
Feichi Hu, Qinli Yang, Junran Yang, Junming Shao, Guoqing Wang
2025 J jnl
Attribute enhanced random walk for community detection in attributed networks.
Neurocomputing
Zhili Qin, Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
2025 J jnl
Bridging the gap between ratings and true user opinions with dynamic review alignment for personalized recommendation.
Neural Networks
Xinyu Liu, Jinxia Guo, Qirui Hao, Hongliang Wang, Zhongjing Yu, Qinli Yang, Junming Shao
2024 J jnl
A reliable adaptive prototype-based learning for evolving data streams with limited labels.
Inf. Process. Manag.
Salah Ud Din, Aman Ullah, Cobbinah Bernard Mawuli, Qinli Yang, Junming Shao
2024 J jnl
Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning.
CoRR
Jiaming Liu, Hongyuan Liu, Zhili Qin, Wei Han, Yulu Fan, Qinli Yang, Junming Shao
2024 J jnl
Learning evolving prototypes for imbalanced data stream classification with limited labels.
Inf. Sci.
Zhonglin Wu, Hongliang Wang, Jingxia Guo, Qinli Yang, Junming Shao
2024 J jnl
Robust graph embedding via Attack-aid Graph Denoising.
Inf. Sci.
Zhili Qin, Han Wang, Zhongjing Yu, Qinli Yang, Junming Shao
2024 J jnl
Synchronization-based semi-supervised data streams classification with label evolution and extreme verification delay.
Inf. Sci.
Salah Ud Din, Qinli Yang, Junming Shao, Cobbinah Bernard Mawuli, Aman Ullah, Waqar Ali
2024 J jnl
Unsupervised graph denoising via feature-driven matrix factorization.
Inf. Sci.
Han Wang, Zhili Qin, Zejun Sun, Qinli Yang, Junming Shao
2023 J jnl
A context-enhanced Dirichlet model for online clustering in short text streams.
Expert Syst. Appl.
Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang
2023 J jnl
A new few-shot learning model for runoff prediction: Demonstration in two data scarce regions.
Environ. Model. Softw.
Minghong Yang, Qinli Yang, Junming Shao, Guoqing Wang, Wei Zhang
2023 A* conf
An End-to-end Learning Framework for Joint Compensation of Impairments in Coherent Optical Communication Systems.
INFOCOM
Rui Zhang, Min Liao, Jun Chen, Xusong Ning, Lin Li, Qinli Yang, Yongsheng Xu, Junming Shao
2023 J jnl
FedSULP: A communication-efficient federated learning framework with selective updating and loss penalization.
Inf. Sci.
Ebenezer Nanor, Bernard Cobbinah Mawuli, Qinli Yang, Junming Shao, Christiana Kobiah
2023 J jnl
FedStream: Prototype-Based Federated Learning on Distributed Concept-Drifting Data Streams.
IEEE Trans. Syst. Man Cybern. Syst.
Cobbinah Bernard Mawuli, Liwei Che, Jay Kumar, Salah Ud Din, Zhili Qin, Qinli Yang, Junming Shao
2023 J jnl
LSS: A locality-based structure system to evaluate the spreader's importance in social complex networks.
Expert Syst. Appl.
Aman Ullah, Junming Shao, Qinli Yang, Nasrullah Khan, Bernard Cobbinah Mawuli, Rajesh Kumar
2023 J jnl
Online Semi-Supervised Classification on Multilabel Evolving High-Dimensional Text Streams.
IEEE Trans. Syst. Man Cybern. Syst.
Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang
2023 A* conf
Open-world Semi-supervised Novel Class Discovery.
IJCAI
Jiaming Liu, Yangqiming Wang, Tongze Zhang, Yulu Fan, Qinli Yang, Junming Shao
2023 J jnl
Open-world Semi-supervised Novel Class Discovery.
CoRR
Jiaming Liu, Yangqiming Wang, Tongze Zhang, Yulu Fan, Qinli Yang, Junming Shao
2023 J jnl
Semi-supervised federated learning on evolving data streams.
Inf. Sci.
Cobbinah Bernard Mawuli, Jay Kumar, Ebenezer Nanor, Shangxuan Fu, Liangxu Pan, Qinli Yang, Wei Zhang, Junming Shao
2023 J jnl
Toward Noise-Resistant Graph Embedding With Subspace Clustering Information.
IEEE Trans. Cybern.
Zhongjing Yu, Gangyi Zhang, Jingyu Chen, Haoran Chen, Duo Zhang, Qinli Yang, Junming Shao
2022 J jnl
An Online Semantic-Enhanced Graphical Model for Evolving Short Text Stream Clustering.
IEEE Trans. Cybern.
Jay Kumar, Salah Ud Din, Qinli Yang, Rajesh Kumar, Junming Shao
2022 J jnl
Community detection in subspace of attribute.
Inf. Sci.
Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
2022 — conf
Learning Evolving Concepts with Online Class Posterior Probability.
DASFAA (2)
Junming Shao, Kai Wang, Jianyun Lu, Zhili Qin, Qiming Wangyang, Qinli Yang
2022 J jnl
Mixhead: Breaking the low-rank bottleneck in multi-head attention language models.
Knowl. Based Syst.
Zhong Zhang, Nian Shao, Chongming Gao, Rui Miao, Qinli Yang, Junming Shao
2022 J jnl
Multi-instance attention network for few-shot learning.
Inf. Sci.
Zhili Qin, Han Wang, Cobbinah Bernard Mawuli, Wei Han, Rui Zhang, Qinli Yang, Junming Shao
2022 J jnl
Reducing variations in multi-center Alzheimer's disease classification with convolutional adversarial autoencoder.
Medical Image Anal.
Bernard Cobbinah Mawuli, Christian Sorg, Qinli Yang, Arvid Ternblom, Changgang Zheng, Wei Han, Liwei Che, Junming Shao
2022 C conf
Runoff Prediction in a Data Scarce Region Based on Few-Shot Learning.
IGARSS
Minghong Yang, Qinli Yang, Junming Shao, Guoqing Wang
2021 A* conf
A general framework for mining concept-drifting data streams with evolvable features.
ICDM
Jiaqi Peng, Jinxia Guo, Qinli Yang, Jianyun Lu, Junming Shao
2021 J jnl
Data stream classification with novel class detection: a review, comparison and challenges.
Knowl. Inf. Syst.
Salah Ud Din, Junming Shao, Jay Kumar, Cobbinah Bernard Mawuli, S. M. Hasan Mahmud, Wei Zhang, Qinli Yang
2021 A* conf
Flexible, Robust, Scalable Semi-supervised Learning via Reliability Propagation.
ICDM
Chen Huang, Liangxu Pan, Qinli Yang, Hongliang Wang, Junming Shao
2021 J jnl
Modular neural network via exploring category hierarchy.
Inf. Sci.
Wei Han, Changgang Zheng, Rui Zhang, Jinxia Guo, Qinli Yang, Junming Shao
2020 J jnl
Attributed graph clustering with subspace stochastic block model.
Inf. Sci.
Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
2020 A* conf
Community Detection with Local Metric Learning.
ICDM
Peiyan Li, Honglian Wang, Jianyun Lu, Qinli Yang, Junming Shao
2020 J jnl
Evaluation of Precipitation Products by Using Multiple Hydrological Models over the Upper Yellow River Basin, China.
Remote. Sens.
Xiaoxiang Guan, Jianyun Zhang, Qinli Yang, Xiongpeng Tang, Cuishan Liu, Junliang Jin, Yue Liu, Zhenxin Bao, Guoqing Wang
2020 A* conf
Exploiting Inconsistency Problem in Multi-label Classification via Metric Learning.
ICDM
Peiyan Li, Zhili Qin, Honglian Wang, Qinli Yang, Junming Shao
2020 — conf
Revisiting Representation Degeneration Problem in Language Modeling.
EMNLP (Findings)
Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao
2020 J jnl
Selective prototype-based learning on concept-drifting data streams.
Inf. Sci.
Dongzi Chen, Qinli Yang, Jiaming Liu, Zhu Zeng
2020 J jnl
Semantic trajectory representation and retrieval via hierarchical embedding.
Inf. Sci.
Chongming Gao, Zhong Zhang, Chen Huang, Hongzhi Yin, Qinli Yang, Junming Shao
2019 J jnl
A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale.
Environ. Model. Softw.
Qinli Yang, Miklas Scholz, Junming Shao, Guoqing Wang, Xiaofang Liu
2019 A* conf
Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion.
IJCAI
Junming Shao, Zhong Zhang, Zhongjing Yu, Jun Wang, Yi Zhao, Qinli Yang
2019 C conf
Dynamic Attribution Analysis for Runoff Change Integrating Landsat-Derived Land Use Dynamics with Swat Model.
IGARSS
Shasha Luo, Qinli Yang, Hongcai Wu, Jiaming Liu, Guoqing Wang, Yong Wang, Yuanyuan Yang
2019 J jnl
Dynamic runoff simulation in a changing environment: A data stream approach.
Environ. Model. Softw.
Qinli Yang, Heng Zhang, Guoqing Wang, Shasha Luo, Dongzi Chen, Wanshan Peng, Junming Shao
2019 A* conf
Online Budgeted Least Squares with Unlabeled Data.
ICDM
Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao
2019 J jnl
ProfitLeader: identifying leaders in networks with profit capacity.
World Wide Web
Zhongjing Yu, Junming Shao, Qinli Yang, Zejun Sun
2019 J jnl
Semantic trajectory compression via multi-resolution synchronization-based clustering.
Knowl. Based Syst.
Chongming Gao, Yi Zhao, Ruizhi Wu, Qinli Yang, Junming Shao
2019 J jnl
Synchronization-based clustering on evolving data stream.
Inf. Sci.
Junming Shao, Yue Tan, Lianli Gao, Qinli Yang, Claudia Plant, Ira Assent
2019 — conf
Towards Robust Arbitrarily Oriented Subspace Clustering.
DASFAA (1)
Zhong Zhang, Chongming Gao, Chongzhi Liu, Qinli Yang, Junming Shao
2018 — conf
Graph Clustering with Local Density-Cut.
DASFAA (1)
Junming Shao, Qinli Yang, Zhong Zhang, Jinhu Liu, Stefan Kramer
2018 J jnl
Learning Individual Moving Preference and Social Interaction for Location Prediction.
IEEE Access
Ruizhi Wu, Guangchun Luo, Qinli Yang, Junming Shao
2018 — conf
Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization.
DASFAA (2)
Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao
2018 J jnl
Robust Prototype-Based Learning on Data Streams.
IEEE Trans. Knowl. Data Eng.
Junming Shao, Feng Huang, Qinli Yang, Guangchun Luo
2017 A* conf
Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization.
ICDM
Junming Shao, Zhongjing Yu, Peiyan Li, Wei Han, Christian Sorg, Qinli Yang
2017 A* conf
Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data.
ICDM
Junming Shao, Chongming Gao, Wei Zeng, Jingkuan Song, Qinli Yang
2017 J jnl
Synchronization-based scalable subspace clustering of high-dimensional data.
Knowl. Inf. Syst.
Junming Shao, Xinzuo Wang, Qinli Yang, Claudia Plant, Christian Böhm
2016 J jnl
Graph Clustering with Density-Cut.
CoRR
Junming Shao, Qinli Yang, Jinhu Liu, Stefan Kramer
2016 A* conf
Reliable Semi-supervised Learning.
ICDM
Junming Shao, Chen Huang, Qinli Yang, Guangchun Luo
2016 J jnl
Scalable Clustering by Iterative Partitioning and Point Attractor Representation.
ACM Trans. Knowl. Discov. Data
Junming Shao, Qinli Yang, Hoang-Vu Dang, Bertil Schmidt, Stefan Kramer
2015 A* conf
Community Detection based on Distance Dynamics.
KDD
Junming Shao, Zhichao Han, Qinli Yang, Tao Zhou
2014 J jnl
Community Detection via Local Dynamic Interaction.
CoRR
Junming Shao, Zhichao Han, Qinli Yang
2013 — conf
Robust Synchronization-Based Graph Clustering.
PAKDD (1)
Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Böhm
2013 J jnl
Synchronization-Inspired Partitioning and Hierarchical Clustering.
IEEE Trans. Knowl. Data Eng.
Junming Shao, Xiao He, Christian Böhm, Qinli Yang, Claudia Plant
2012 — conf
Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.
ICDM Workshops
Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg
2012 J jnl
Insight into Disrupted Spatial Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.
Int. J. Knowl. Discov. Bioinform.
Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg
2012 J jnl
Multi-label classification models for sustainable flood retention basins.
Environ. Model. Softw.
Qinli Yang, Junming Shao, Miklas Scholz, Christian Böhm, Claudia Plant
2012 J jnl
Predicting dam failure risk for sustainable flood retention basins: A generic case study for the wider Greater Manchester area.
Comput. Environ. Urban Syst.
Ebenezer Danso-Amoako, Miklas Scholz, Nickolas Kalimeris, Qinli Yang, Junming Shao
2011 A* conf
Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data.
ICDM
Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm
2010 A* conf
Clustering by synchronization.
KDD
Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang
2010 — conf
Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain.
ICDM Workshops
Junming Shao, Klaus Hahn, Qinli Yang, Christian Böhm, Afra M. Wohlschläger, Nicholas Myers, Claudia Plant
2010 J jnl
Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain.
Int. J. Knowl. Discov. Bioinform.
Junming Shao, Klaus Hahn, Qinli Yang, Afra M. Wohlschläger, Christian Böhm, Nicholas Myers, Claudia Plant
2010 — conf
Synchronization Based Outlier Detection.
ECML/PKDD (3)
Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant
2008 — conf
Multi-semantic Scene Classification Based on Region of Interest.
CIMCA/IAWTIC/ISE
Junming Shao, Dongjian He, Qinli Yang