All Stories

  1. ROIS: Role-Based Multi-Agent Collaboration by Context-Time-Aware Information Sharing

    Article • ACM Transactions on Intelligent Systems and Technology, November 2025, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA

  2. STPE-MARL: Spatio-Temporal Multi-Agent Population Evolution Reinforcement Learning

    Article • ACM Transactions on Intelligent Systems and Technology, June 2025, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA

  3. Effects of wind speed and wind direction on crop yield forecasting using dynamic time warping and an ensembled learning model

    Article • PeerJ, June 2024, PeerJ

    Professor TINGHUAI MA

  4. CoBjeason: Reasoning Covered Object in Image by Multi-Agent Collaboration Based on Informed Knowledge Graph

    Article • ACM Transactions on Knowledge Discovery from Data, January 2024, ACM (Association for Computing Machinery)

    Xin Yu, Professor TINGHUAI MA, Minfeng Qian

  5. FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced Documents With Hybrid-Mask at the Hidden-State Level

    Article • IEEE Transactions on Knowledge and Data Engineering, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  6. KGCDP-T: Interpreting knowledge graphs into text by content ordering and dynamic planning with three-level reconstruction

    Article • Knowledge-Based Systems, January 2024, Elsevier

    Professor TINGHUAI MA

  7. MOFC: Network Embedding Based on Multi-Orders Friends Contribution for User Identification

    Article • December 2023, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA

  8. A Three-Stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero-and-Few-Shot Learning with Domain Distribution Alignment

    Article • ACM Transactions on Knowledge Discovery from Data, December 2023, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA, Xin Yu

  9. Multivariate spatio-temporal modeling of drought prediction using graph neural network

    Article • Journal of Hydroinformatics, November 2023, IWA Publishing

    Professor TINGHUAI MA

  10. SPK-CG: Siamese Network based Posterior Knowledge Selection Model for Knowledge Driven Conversation Generation

    Article • ACM Transactions on Asian and Low-Resource Language Information Processing, March 2023, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA

  11. Joint Syntax-Enhanced and Topic-Driven Graph Networks for Emotion Recognition in Multi-Speaker Conversations

    Article • Applied Sciences, March 2023, MDPI AG

    Professor TINGHUAI MA

  12. Fuzzy theory and method for evaluating the importance of college course teaching for future education

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, March 2023, IOS Press

    Professor TINGHUAI MA

  13. A Personalized Multi-Turn Generation-Based Chatbot with Various-Persona-Distribution Data

    Article • Applied Sciences, February 2023, MDPI AG

    Professor TINGHUAI MA

  14. A Rearrangement and Restore Mixer Model for Target-Oriented Multimodal Sentiment Classification

    Article • IEEE Transactions on Artificial Intelligence, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  15. ATFSAD: Enhancing Long Sequence Time-Series Forecasting on Air Temperature Prediction

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  16. Affective Region Recognition and Fusion Network for Target-Level Multimodal Sentiment Classification

    Article • IEEE Transactions on Emerging Topics in Computing, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  17. GCMA: An Adaptive Multi-Agent Reinforcement Learning Framework With Group Communication for Complex and Similar Tasks Coordination

    Article • IEEE Transactions on Games, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  18. Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction

    Article • IEEE Transactions on Emerging Topics in Computational Intelligence, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  19. Extraction of Winter Wheat Planting Area Based on Multi-Scale Fusion

    Article • Remote Sensing, December 2022, MDPI AG

    Professor TINGHUAI MA

  20. A Unified Dialogue Framework Based on Joint Generation of Dialogue Acts and Responses

    Article • December 2022, Research Square

    Professor TINGHUAI MA

  21. Source-free Unsupervised Domain Adaptation with Trusted Pseudo Samples

    Article • ACM Transactions on Intelligent Systems and Technology, November 2022, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA

  22. A Novel Generative Model for Face Privacy Protection in Video Surveillance with Utility Maintenance

    Article • Applied Sciences, July 2022, MDPI AG

    Professor TINGHUAI MA

  23. T-BERTSum: Topic-Aware Text Summarization Based on BERT

    Article • IEEE Transactions on Computational Social Systems, June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  24. Rule Fusion of Privacy Protection Strategies for Co-Ownership Data Sharing

    Article • Mathematics, March 2022, MDPI AG

    Professor TINGHUAI MA

  25. A Self-Play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario

    Article • IEEE Transactions on Knowledge and Data Engineering, March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  26. A Novel Sentiment Polarity Detection Framework for Chinese

    Article • IEEE Transactions on Affective Computing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  27. A Trajectory Privacy Protection Method Based on Random Sampling Differential Privacy

    Article • ISPRS International Journal of Geo-Information, July 2021, MDPI AG

    Professor TINGHUAI MA

  28. Aggregated squeeze-and-excitation transformations for densely connected convolutional networks

    Article • The Visual Computer, May 2021, Springer Science + Business Media

    Professor TINGHUAI MA

  29. Bi-Tier Differential Privacy for Precise Auction-Based People-Centric IoT Service

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  30. Graph classification algorithm based on graph structure embedding

    Article • Expert Systems with Applications, December 2020, Elsevier

    Professor TINGHUAI MA

  31. The Impact of Weighting Schemes and Stemming Process on Topic Modeling of Arabic Long and Short Texts

    Article • ACM Transactions on Asian and Low-Resource Language Information Processing, November 2020, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA

  32. Community Detection Based on DeepWalk Model in Large-Scale Networks

    Article • Security and Communication Networks, November 2020, Hindawi Publishing Corporation

    Professor TINGHUAI MA

  33. Multiple clustering and selecting algorithms with combining strategy for selective clustering ensemble

    Article • Soft Computing, August 2020, Springer Science + Business Media

    Professor TINGHUAI MA

  34. Smartphone Architecture for Edge-Centric IoT Analytics

    Article • Sensors, February 2020, MDPI AG

    Professor TINGHUAI MA

  35. The Research on Covert Communication Model Based on Blockchain: A Case Study of Ethereum’s Whisper Protocol

    Article • January 2020, Springer Science + Business Media

    Professor TINGHUAI MA

  36. Evaluation of the Rossby Centre Regional Climate Model Rainfall Simulations over West Africa Using Large-Scale Spatial and Temporal Statistical Metrics

    Article • Atmosphere, December 2019, MDPI AG

    Dr. Isaac K. Nooni, Professor TINGHUAI MA

  37. Deep rolling: A novel emotion prediction model for a multi-participant communication context

    Article • Information Sciences, July 2019, Elsevier

    Professor TINGHUAI MA

  38. PPSDT: A Novel Privacy-Preserving Single Decision Tree Algorithm for Clinical Decision-Support Systems Using IoT Devices

    Article • Sensors, January 2019, MDPI AG

    Professor TINGHUAI MA

  39. Natural disaster topic extraction in Sina microblogging based on graph analysis

    Article • Expert Systems with Applications, January 2019, Elsevier

    Professor TINGHUAI MA

  40. $\mathcal{K}$ -Lowest-Influence Overlapping Nodes Based Community Detection in Complex Networks

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  41. A New Method of Privacy Protection: Random k-Anonymous

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  42. Ordinal space projection learning via neighbor classes representation

    Article • Computer Vision and Image Understanding, July 2018, Elsevier

    Professor TINGHUAI MA

  43. Graph classification based on graph set reconstruction and graph kernel feature reduction

    Article • Neurocomputing, June 2018, Elsevier

    Professor TINGHUAI MA

  44. Protection of location privacy for moving k NN queries in social networks

    Article • Applied Soft Computing, May 2018, Elsevier

    Professor TINGHUAI MA

  45. A comparative study of clustering ensemble algorithms

    Article • Computers & Electrical Engineering, May 2018, Elsevier

    Professor TINGHUAI MA

  46. Weighted Greedy Dual Size Frequency Based Caching Replacement Algorithm

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  47. An Improved Web Cache Replacement Algorithm Based on Weighting and Cost

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  48. A Comparative Study of Subgraph Matching Isomorphic Methods in Social Networks

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  49. A Self-Adaptive Fireworks Algorithm for Classification Problems

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  50. Friends Classification of Ego Network Based on Combined Features

    Article • Intelligent Automation & Soft Computing, August 2017, Taylor & Francis

    Professor TINGHUAI MA

  51. Improved FIFO Scheduling Algorithm Based on Fuzzy Clustering in Cloud Computing

    Article • Information, February 2017, MDPI AG

    Professor TINGHUAI MA

  52. A novel subgraph $$K^{+}$$ K + -isomorphi...

    Article • Soft Computing, February 2017, Springer Science + Business Media

    Professor TINGHUAI MA

  53. Augmenting matrix factorization technique with the combination of tags and genres

    Article • Physica A Statistical Mechanics and its Applications, November 2016, Elsevier

    Professor TINGHUAI MA

  54. LED: A fast overlapping communities detection algorithm based on structural clustering

    Article • Neurocomputing, May 2016, Elsevier

    Professor TINGHUAI MA

  55. An efficient and scalable density-based clustering algorithm for datasets with complex structures

    Article • Neurocomputing, January 2016, Elsevier

    Professor TINGHUAI MA

  56. K-anonymisation of social network by vertex and edge modification

    Article • International Journal of Embedded Systems, January 2016, Inderscience Publishers

    Professor TINGHUAI MA

  57. Weighted curvature-preserving PDE image filtering method

    Article • Computers & Mathematics with Applications, September 2015, Elsevier

    Professor TINGHUAI MA

  58. $$\varvec{\textit{KDVEM}}$$ KDVEM : a $$k$$ k -degree anonymity with vertex and edge modification algorithm

    Article • Computing, April 2015, Springer Science + Business Media

    Professor TINGHUAI MA

  59. Chi-square Statistics Feature Selection Based on Term Frequency and Distribution for Text Categorization

    Article • IETE Journal of Research, March 2015, Taylor & Francis

    Professor TINGHUAI MA

  60. Detect structural-connected communities based on BSCHEF in C-DBLP

    Article • Concurrency and Computation Practice and Experience, February 2015, Wiley

    Professor TINGHUAI MA

  61. Social Network and Tag Sources Based Augmenting Collaborative Recommender System

    Article • IEICE Transactions on Information and Systems, January 2015, Institute of Electronics, Information and Communications Engineers (IEICE)

    Professor TINGHUAI MA

  62. The performance research of artificial bee colony algorithm on the large scale global optimisation problems

    Article • International Journal of Wireless and Mobile Computing, January 2015, Inderscience Publishers

    Professor TINGHUAI MA

  63. Optimized Laplacian image sharpening algorithm based on graphic processing unit

    Article • Physica A Statistical Mechanics and its Applications, December 2014, Elsevier

    Professor TINGHUAI MA

  64. Information Quantity Based Automatic Reconstruction of Shredded Chinese Documents

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  65. A Hybrid Evolutionary Algorithm for Numerical Optimization Problem

    Article • Intelligent Automation & Soft Computing, October 2014, TSI Press

    Professor TINGHUAI MA

  66. Detecting potential labeling errors for bioinformatics by multiple voting

    Article • Knowledge-Based Systems, August 2014, Elsevier

    Professor TINGHUAI MA

  67. Somewhat homomorphic cryptography for matrix multiplication using GPU acceleration

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  68. Improved locality-sensitive hashing method for the approximate nearest neighbor problem

    Article • Chinese Physics B, July 2014, Institute of Physics Publishing

    Professor TINGHUAI MA

  69. Entropy Based Personal Privacy Measurement in Ubiquitous Computing

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  70. A Survey of Privacy Preserving Data Publishing using Generalization and Suppression

    Article • Applied Mathematics & Information Sciences, May 2014, Scientific Publishing Center

    Professor TINGHUAI MA

  71. The performance improvements of highly-concurrent grid-based server

    Article • Simulation Modelling Practice and Theory, March 2014, Elsevier

    Professor TINGHUAI MA

  72. Data resource discovery model based on hybrid architecture in data grid environment

    Article • Concurrency and Computation Practice and Experience, February 2014, Wiley

    Professor TINGHUAI MA

  73. Resource Allocation and Scheduling in Cloud Computing: Policy and Algorithm

    Article • IETE Technical Review, January 2014, Taylor & Francis

    Professor TINGHUAI MA

  74. A Replica Selection Algorithm in Data Grid

    Article • Information Technology Journal, January 2014, Science Alert

    Professor TINGHUAI MA

  75. Implementation of the Fuzzy C-Means Clustering Algorithm in Meteorological Data

    Article • International Journal of Database Theory and Application, December 2013, Science and Engineering Research Support Society

    Professor TINGHUAI MA

  76. Analyzing on the Failure Mode of BFNNs' Learning and its Improving Algorithm

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  77. Replica creation strategy based on quantum evolutionary algorithm in data gird

    Article • Knowledge-Based Systems, April 2013, Elsevier

    Professor TINGHUAI MA

  78. XML Data Cube Based on Tree Structure

    Article • Journal of Convergence Information Technology, February 2013, AICIT

    Professor TINGHUAI MA

  79. Using DNA Soft Computing with Molecular Beacon to Solve Hamilton Circuit Problem

    Article • Journal of Convergence Information Technology, January 2013, AICIT

    Professor TINGHUAI MA

  80. Emerging Technologies for Information Systems, Computing, and Management

    Article • January 2013

    Professor TINGHUAI MA

  81. Training Pool Selection for Semi-supervised Learning

    Article • January 2012, Springer Science + Business Media

    Professor TINGHUAI MA

  82. Review on Grid Resource Discovery: Models and Strategies

    Article • IETE Technical Review, January 2012, Medknow

    Professor TINGHUAI MA

  83. Real time services for future cloud computing enabled vehicle networks

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  84. Quantizing Personal Privacy in Ubiquitous Computing

    Article • KSII Transactions on Internet and Information Systems, September 2011, Korean Society for Internet Information (KSII)

    Professor TINGHUAI MA

  85. A Comparative Study of Quantum Evolutionary Algorithm and Particle Swarm Optimization for Numerical Optimization Problems

    Article • International Journal of Digital Content Technology and its Applications, July 2011, AICIT

    Professor TINGHUAI MA

  86. Welcome

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  87. High Performance Computing Model for Processing Meteorological Data in Cluster System

    Article • Journal of Convergence Information Technology, April 2011, AICIT

    Professor TINGHUAI MA

  88. Review of Sensor-based Activity Recognition Systems

    Article • IETE Technical Review, January 2011, Medknow

    Professor TINGHUAI MA

  89. Privacy preserving in ubiquitous computing: Classification & hierarchy

    Article • Computer Science and Information Systems, January 2011, National Library of Serbia

    Professor TINGHUAI MA

  90. Multiparty Simultaneous Quantum Secure Direct Communication Based on GHZ States and Mutual Authentication

    Article • January 2011, Springer Science + Business Media

    Professor TINGHUAI MA

  91. Grid Task Scheduling: Algorithm Review

    Article • IETE Technical Review, January 2011, Medknow

    Professor TINGHUAI MA

  92. Combining active learning and semi-supervised for improving learning performance

    Article • January 2011, ACM (Association for Computing Machinery)

    Professor TINGHUAI MA

  93. An energy efficient and load balancing routing algorithm for wireless sensor networks

    Article • Computer Science and Information Systems, January 2011, National Library of Serbia

    Professor TINGHUAI MA

  94. A survey on grid task scheduling

    Article • International Journal of Computer Applications in Technology, January 2011, Inderscience Publishers

    Professor TINGHUAI MA

  95. Weather data sharing system: an agent-based distributed data management

    Article • IET Software, January 2011, the Institution of Engineering and Technology (the IET)

    Professor TINGHUAI MA

  96. Virtual Resource Management Based Meteorological Computational Grid

    Article • Journal of Convergence Information Technology, December 2010, AICIT

    Professor TINGHUAI MA

  97. Construction of national meteorological computational Grid

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  98. Design and Implementation of Virtual Resources Management in Meteorology Grid

    Article • November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  99. Study on the usage of virtual resource management technologies in meteorological computational Grid

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  100. Privacy preserving based on association rule mining

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  101. Full-scale privacy preserving for association rule mining

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  102. New Parallel Three-level Iterative Method for Diffusion Equation

    Article • Information Technology Journal, June 2010, Science Alert

    Professor TINGHUAI MA

  103. Enlarge the Training Data for Activity Recognition

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  104. An Agei Method for Solving Four-Order Diffusion Equations

    Article • Information Technology Journal, May 2010, Science Alert

    Professor TINGHUAI MA

  105. New Finite Difference Domain Decomposition Algorithms for Two-Dimensional Heat Equation

    Article • Information Technology Journal, April 2010, Science Alert

    Professor TINGHUAI MA

  106. Research on Index Technology for Group-by Aggregation Query in XML Cube

    Article • Information Technology Journal, January 2010, Science Alert

    Professor TINGHUAI MA

  107. Distributed Fault Detection for Wireless Sensor Based on Weighted Average

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  108. Study and Implementation of Chinese Intelligent Question Answering System Based on Restricted Domain

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  109. Architecture of Collaborative Design Based on Grid

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  110. The Empirical Impact of Internal Knowledge Structure on the Endogenous Industrial Clusters Innovation

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  111. An efficient deterministic secure quantum communication scheme based on cluster states and identity authentication

    Article • Chinese Physics B, September 2009, Institute of Physics Publishing

    Professor TINGHUAI MA

  112. Inducing Positive and Negative Rules Based on Rough Set

    Article • Information Technology Journal, July 2009, Science Alert

    Professor TINGHUAI MA

  113. Privacy Preserving in Ubiquitous Computing: Architecture

    Article • Information Technology Journal, June 2009, Science Alert

    Professor TINGHUAI MA

  114. Research of Collaborative Model for Disaster Case Management Based on Doppler Weather Radar

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  115. Design and Implementation of National Meteorological Computing Resource Management System Based on Grid

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  116. Efficient Deterministic Secure Quantum Communication with Cluster State

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  117. Design and Research of Grid Resource Collaboration Model Based on Facilitator Role

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  118. An Efficient Deterministic Secure Quantum Communication Scheme with W State

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  119. SensorGrid-Based Radiation Detection System in High Energy Physics

    Article • November 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  120. Sharing Weather Data in an Agent-based Distributed Platform

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  121. Privacy Preserving in Ubiquitous Computing: Challenges & Issues

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  122. Evaluation of High-tech Program Based on Rough Set Theory

    Article • July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  123. Weighted Rough Set Model

    Article • October 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA

  124. Context-aware implementation based on CBR for smart home

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor TINGHUAI MA