Yunni Xia

Best Publications

• An Efficient Non-Negative Matrix-Factorization-Based Approach to Collaborative Filtering for Recommender Systems

  Xin Luo;Mengchu Zhou;Yunni Xia;Qingsheng Zhu

  679
  Citations

• A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method

  Xin Luo;MengChu Zhou;Shuai Li;Zhuhong You

  320
  Citations

• Multi-Objective Workflow Scheduling With Deep-Q-Network-Based Multi-Agent Reinforcement Learning

  Unknown

  281
  Citations

• Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models

  Xin Luo;MengChu Zhou;Yunni Xia;Qingsheng Zhu

  255
  Citations

• Incorporation of Efficient Second-Order Solvers Into Latent Factor Models for Accurate Prediction of Missing QoS Data

  Xin Luo;MengChu Zhou;Shuai Li;YunNi Xia

  236
  Citations

• Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization

  Xin Luo;Yunni Xia;Qingsheng Zhu

  225
  Citations

• Deadline-Constrained Cost Optimization Approaches for Workflow Scheduling in Clouds

  Quanwang Wu;Fuyuki Ishikawa;Qingsheng Zhu;Yunni Xia

  209
  Citations

• Stochastic Modeling and Quality Evaluation of Infrastructure-as-a-Service Clouds

  Yunni Xia;MengChu Zhou;Xin Luo;Qingsheng Zhu

  135
  Citations

• Energy and Migration Cost-Aware Dynamic Virtual Machine Consolidation in Heterogeneous Cloud Datacenters

  Quanwang Wu;Fuyuki Ishikawa;Qingsheng Zhu;Yunni Xia

  135
  Citations

• An Effective Scheme for QoS Estimation via Alternating Direction Method-Based Matrix Factorization

  Xin Luo;MengChu Zhou;Zidong Wang;Yunni Xia

  134
  Citations

• An Incremental-and-Static-Combined Scheme for Matrix-Factorization-Based Collaborative Filtering

  Xin Luo;MengChu Zhou;Hareton Leung;Yunni Xia

  129
  Citations

• Effectively Detecting Operational Anomalies In Large-Scale IoT Data Infrastructures By Using A GAN-Based Predictive Model

  Unknown

  123
  Citations

• MOELS: Multiobjective Evolutionary List Scheduling for Cloud Workflows

  Quanwang Wu;MengChu Zhou;Qingsheng Zhu;Yunni Xia

  122
  Citations

• Mobility-Aware and Migration-Enabled Online Edge User Allocation in Mobile Edge Computing

  Qinglan Peng;Yunni Xia;Zeng Feng;Jia Lee

  116
  Citations

• An Efficient Second-Order Approach to Factorize Sparse Matrices in Recommender Systems

  Xin Luo;Mengchu Zhou;Shuai Li;Yunni Xia

  110
  Citations

• Fluctuation-Aware and Predictive Workflow Scheduling in Cost-Effective Infrastructure-as-a-Service Clouds

  Weiling Li;Yunni Xia;Mengchu Zhou;Xiaoning Sun

  84
  Citations

• Applying the learning rate adaptation to the matrix factorization based collaborative filtering

  Xin Luo;Yunni Xia;Qingsheng Zhu

  82
  Citations

• A Highly Efficient Approach to Protein Interactome Mapping Based on Collaborative Filtering Framework

  Xin Luo;Xin Luo;Zhuhong You;Mengchu Zhou;Shuai Li

  76
  Citations

• A Novel Approach to Extracting Non-Negative Latent Factors From Non-Negative Big Sparse Matrices

  Xin Luo;Mengchu Zhou;Mingsheng Shang;Shuai Li

  69
  Citations

• A parallel matrix factorization based recommender by alternating stochastic gradient decent

  Xin Luo;Huijun Liu;Gaopeng Gou;Yunni Xia

  67
  Citations