Qinli Yang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 53

Top Topics

Graph Clustering

Top Venues

Environ. Model. Softw.

Publications

Salah Ud Din, Qinli Yang, Junming Shao, Cobbinah Bernard Mawuli, Aman Ullah, Waqar Ali
Synchronization-based semi-supervised data streams classification with label evolution and extreme verification delay. Inf. Sci. 678 (2024)
Salah Ud Din, Aman Ullah, Cobbinah Bernard Mawuli, Qinli Yang, Junming Shao
A reliable adaptive prototype-based learning for evolving data streams with limited labels. Inf. Process. Manag. 61 (1) (2024)
Han Wang, Zhili Qin, Zejun Sun, Qinli Yang, Junming Shao
Unsupervised graph denoising via feature-driven matrix factorization. Inf. Sci. 661 (2024)
Zhonglin Wu, Hongliang Wang, Jingxia Guo, Qinli Yang, Junming Shao
Learning evolving prototypes for imbalanced data stream classification with limited labels. Inf. Sci. 679 (2024)
Zhili Qin, Han Wang, Zhongjing Yu, Qinli Yang, Junming Shao
Robust graph embedding via Attack-aid Graph Denoising. Inf. Sci. 678 (2024)
Zhongjing Yu, Gangyi Zhang, Jingyu Chen, Haoran Chen, Duo Zhang, Qinli Yang, Junming Shao
Toward Noise-Resistant Graph Embedding With Subspace Clustering Information. IEEE Trans. Cybern. 53 (5) (2023)
Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang
Online Semi-Supervised Classification on Multilabel Evolving High-Dimensional Text Streams. IEEE Trans. Syst. Man Cybern. Syst. 53 (10) (2023)
Cobbinah Bernard Mawuli, Liwei Che, Jay Kumar, Salah Ud Din, Zhili Qin, Qinli Yang, Junming Shao
FedStream: Prototype-Based Federated Learning on Distributed Concept-Drifting Data Streams. IEEE Trans. Syst. Man Cybern. Syst. 53 (11) (2023)
Minghong Yang, Qinli Yang, Junming Shao, Guoqing Wang, Wei Zhang
A new few-shot learning model for runoff prediction: Demonstration in two data scarce regions. Environ. Model. Softw. 162 (2023)
Cobbinah Bernard Mawuli, Jay Kumar, Ebenezer Nanor, Shangxuan Fu, Liangxu Pan, Qinli Yang, Wei Zhang, Junming Shao
Semi-supervised federated learning on evolving data streams. Inf. Sci. 643 (2023)
Aman Ullah, Junming Shao, Qinli Yang, Nasrullah Khan, Bernard Cobbinah Mawuli, Rajesh Kumar
LSS: A locality-based structure system to evaluate the spreader's importance in social complex networks. Expert Syst. Appl. 228 (2023)
Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang
A context-enhanced Dirichlet model for online clustering in short text streams. Expert Syst. Appl. 228 (2023)
Ebenezer Nanor, Bernard Cobbinah Mawuli, Qinli Yang, Junming Shao, Christiana Kobiah
FedSULP: A communication-efficient federated learning framework with selective updating and loss penalization. Inf. Sci. 651 (2023)
Rui Zhang, Min Liao, Jun Chen, Xusong Ning, Lin Li, Qinli Yang, Yongsheng Xu, Junming Shao
An End-to-end Learning Framework for Joint Compensation of Impairments in Coherent Optical Communication Systems. INFOCOM (2023)
Jiaming Liu, Yangqiming Wang, Tongze Zhang, Yulu Fan, Qinli Yang, Junming Shao
Open-world Semi-supervised Novel Class Discovery. CoRR (2023)
Jiaming Liu, Yangqiming Wang, Tongze Zhang, Yulu Fan, Qinli Yang, Junming Shao
Open-world Semi-supervised Novel Class Discovery. IJCAI (2023)
Minghong Yang, Qinli Yang, Junming Shao, Guoqing Wang
Runoff Prediction in a Data Scarce Region Based on Few-Shot Learning. IGARSS (2022)
Zhong Zhang, Nian Shao, Chongming Gao, Rui Miao, Qinli Yang, Junming Shao
Mixhead: Breaking the low-rank bottleneck in multi-head attention language models. Knowl. Based Syst. 240 (2022)
Jay Kumar, Salah Ud Din, Qinli Yang, Rajesh Kumar, Junming Shao
An Online Semantic-Enhanced Graphical Model for Evolving Short Text Stream Clustering. IEEE Trans. Cybern. 52 (12) (2022)
Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
Community detection in subspace of attribute. Inf. Sci. 602 (2022)
Zhili Qin, Han Wang, Cobbinah Bernard Mawuli, Wei Han, Rui Zhang, Qinli Yang, Junming Shao
Multi-instance attention network for few-shot learning. Inf. Sci. 611 (2022)
Bernard Cobbinah Mawuli, Christian Sorg, Qinli Yang, Arvid Ternblom, Changgang Zheng, Wei Han, Liwei Che, Junming Shao
Reducing variations in multi-center Alzheimer's disease classification with convolutional adversarial autoencoder. Medical Image Anal. 82 (2022)
Junming Shao, Kai Wang, Jianyun Lu, Zhili Qin, Qiming Wangyang, Qinli Yang
Learning Evolving Concepts with Online Class Posterior Probability. DASFAA (2) (2022)
Jiaqi Peng, Jinxia Guo, Qinli Yang, Jianyun Lu, Junming Shao
A general framework for mining concept-drifting data streams with evolvable features. ICDM (2021)
Wei Han, Changgang Zheng, Rui Zhang, Jinxia Guo, Qinli Yang, Junming Shao
Modular neural network via exploring category hierarchy. Inf. Sci. 569 (2021)
Salah Ud Din, Junming Shao, Jay Kumar, Cobbinah Bernard Mawuli, S. M. Hasan Mahmud, Wei Zhang, Qinli Yang
Data stream classification with novel class detection: a review, comparison and challenges. Knowl. Inf. Syst. 63 (9) (2021)
Chen Huang, Liangxu Pan, Qinli Yang, Hongliang Wang, Junming Shao
Flexible, Robust, Scalable Semi-supervised Learning via Reliability Propagation. ICDM (2021)
Peiyan Li, Zhili Qin, Honglian Wang, Qinli Yang, Junming Shao
Exploiting Inconsistency Problem in Multi-label Classification via Metric Learning. ICDM (2020)
Xiaoxiang Guan, Jianyun Zhang, Qinli Yang, Xiongpeng Tang, Cuishan Liu, Junliang Jin, Yue Liu, Zhenxin Bao, Guoqing Wang
Evaluation of Precipitation Products by Using Multiple Hydrological Models over the Upper Yellow River Basin, China. Remote. Sens. 12 (24) (2020)
Peiyan Li, Honglian Wang, Jianyun Lu, Qinli Yang, Junming Shao
Community Detection with Local Metric Learning. ICDM (2020)
Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
Attributed graph clustering with subspace stochastic block model. Inf. Sci. 535 (2020)
Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao
Revisiting Representation Degeneration Problem in Language Modeling. EMNLP (Findings) (2020)
Dongzi Chen, Qinli Yang, Jiaming Liu, Zhu Zeng
Selective prototype-based learning on concept-drifting data streams. Inf. Sci. 516 (2020)
Chongming Gao, Zhong Zhang, Chen Huang, Hongzhi Yin, Qinli Yang, Junming Shao
Semantic trajectory representation and retrieval via hierarchical embedding. Inf. Sci. 538 (2020)
Zhong Zhang, Chongming Gao, Chongzhi Liu, Qinli Yang, Junming Shao
Towards Robust Arbitrarily Oriented Subspace Clustering. DASFAA (1) (2019)
Junming Shao, Yue Tan, Lianli Gao, Qinli Yang, Claudia Plant, Ira Assent
Synchronization-based clustering on evolving data stream. Inf. Sci. 501 (2019)
Chongming Gao, Yi Zhao, Ruizhi Wu, Qinli Yang, Junming Shao
Semantic trajectory compression via multi-resolution synchronization-based clustering. Knowl. Based Syst. 174 (2019)
Shasha Luo, Qinli Yang, Hongcai Wu, Jiaming Liu, Guoqing Wang, Yong Wang, Yuanyuan Yang
Dynamic Attribution Analysis for Runoff Change Integrating Landsat-Derived Land Use Dynamics with Swat Model. IGARSS (2019)
Qinli Yang, Miklas Scholz, Junming Shao, Guoqing Wang, Xiaofang Liu
A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale. Environ. Model. Softw. 122 (2019)
Junming Shao, Zhong Zhang, Zhongjing Yu, Jun Wang, Yi Zhao, Qinli Yang
Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion. IJCAI (2019)
Zhongjing Yu, Junming Shao, Qinli Yang, Zejun Sun
ProfitLeader: identifying leaders in networks with profit capacity. World Wide Web 22 (2) (2019)
Qinli Yang, Heng Zhang, Guoqing Wang, Shasha Luo, Dongzi Chen, Wanshan Peng, Junming Shao
Dynamic runoff simulation in a changing environment: A data stream approach. Environ. Model. Softw. 112 (2019)
Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao
Online Budgeted Least Squares with Unlabeled Data. ICDM (2019)
Junming Shao, Qinli Yang, Zhong Zhang, Jinhu Liu, Stefan Kramer
Graph Clustering with Local Density-Cut. DASFAA (1) (2018)
Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao
Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization. DASFAA (2) (2018)
Junming Shao, Feng Huang, Qinli Yang, Guangchun Luo
Robust Prototype-Based Learning on Data Streams. IEEE Trans. Knowl. Data Eng. 30 (5) (2018)
Ruizhi Wu, Guangchun Luo, Qinli Yang, Junming Shao
Learning Individual Moving Preference and Social Interaction for Location Prediction. IEEE Access 6 (2018)
Junming Shao, Zhongjing Yu, Peiyan Li, Wei Han, Christian Sorg, Qinli Yang
Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization. ICDM (2017)
Junming Shao, Xinzuo Wang, Qinli Yang, Claudia Plant, Christian Böhm
Synchronization-based scalable subspace clustering of high-dimensional data. Knowl. Inf. Syst. 52 (1) (2017)
Junming Shao, Chongming Gao, Wei Zeng, Jingkuan Song, Qinli Yang
Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data. ICDM (2017)
Junming Shao, Chen Huang, Qinli Yang, Guangchun Luo
Reliable Semi-supervised Learning. ICDM (2016)
Junming Shao, Qinli Yang, Hoang-Vu Dang, Bertil Schmidt, Stefan Kramer
Scalable Clustering by Iterative Partitioning and Point Attractor Representation. ACM Trans. Knowl. Discov. Data 11 (1) (2016)
Junming Shao, Qinli Yang, Jinhu Liu, Stefan Kramer
Graph Clustering with Density-Cut. CoRR (2016)
Junming Shao, Zhichao Han, Qinli Yang, Tao Zhou
Community Detection based on Distance Dynamics. KDD (2015)
Junming Shao, Zhichao Han, Qinli Yang
Community Detection via Local Dynamic Interaction. CoRR (2014)
Junming Shao, Xiao He, Christian Böhm, Qinli Yang, Claudia Plant
Synchronization-Inspired Partitioning and Hierarchical Clustering. IEEE Trans. Knowl. Data Eng. 25 (4) (2013)
Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Böhm
Robust Synchronization-Based Graph Clustering. PAKDD (1) (2013)
Ebenezer Danso-Amoako, Miklas Scholz, Nickolas Kalimeris, Qinli Yang, Junming Shao
Predicting dam failure risk for sustainable flood retention basins: A generic case study for the wider Greater Manchester area. Comput. Environ. Urban Syst. 36 (5) (2012)
Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg
Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining. ICDM Workshops (2012)
Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg
Insight into Disrupted Spatial Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining. Int. J. Knowl. Discov. Bioinform. 3 (1) (2012)
Qinli Yang, Junming Shao, Miklas Scholz, Christian Böhm, Claudia Plant
Multi-label classification models for sustainable flood retention basins. Environ. Model. Softw. 32 (2012)
Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm
Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data. ICDM (2011)
Junming Shao, Klaus Hahn, Qinli Yang, Christian Böhm, Afra M. Wohlschläger, Nicholas Myers, Claudia Plant
Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain. ICDM Workshops (2010)
Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant
Synchronization Based Outlier Detection. ECML/PKDD (3) (2010)
Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang
Clustering by synchronization. KDD (2010)
Junming Shao, Klaus Hahn, Qinli Yang, Afra M. Wohlschläger, Christian Böhm, Nicholas Myers, Claudia Plant
Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain. Int. J. Knowl. Discov. Bioinform. 1 (4) (2010)
Junming Shao, Dongjian He, Qinli Yang
Multi-semantic Scene Classification Based on Region of Interest. CIMCA/IAWTIC/ISE (2008)