All Stories

  1. Domain Ontology-Driven Knowledge Graph Generation from Text

    Article • ACM Transactions on Probabilistic Machine Learning, December 2024, ACM (Association for Computing Machinery)

    Debo Cheng

  2. Learning fair representations via rebalancing graph structure

    Article • Information Processing & Management, January 2024, Elsevier

    Debo Cheng

  3. Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey

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

    Thuc Le, Debo Cheng

  4. SEM-FCNET: Semantic Feature Enhancement and Fully Convolutional Network Model for Remote Sensing Object Detection

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

    Debo Cheng

  5. Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables

    Article • IEEE Transactions on Neural Networks and Learning Systems, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Debo Cheng

  6. Local Search for Efficient Causal Effect Estimation

    Article • IEEE Transactions on Knowledge and Data Engineering, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Debo Cheng

  7. Disentangled Representation for Causal Mediation Analysis

    Article • Proceedings of the AAAI Conference on Artificial Intelligence, June 2023, Association for the Advancement of Artificial Intelligence (AAAI)

    Debo Cheng

  8. FPGNN: Fair path graph neural network for mitigating discrimination

    Article • World Wide Web, June 2023, Springer Science + Business Media

    Debo Cheng

  9. Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Debo Cheng

  10. Ancestral Instrument Method for Causal Inference without Complete Knowledge

    Article • July 2022, International Joint Conferences on Artificial Intelligence

    Debo Cheng

  11. Information Augmentation for Few-shot Node Classification

    Article • July 2022, International Joint Conferences on Artificial Intelligence

    Debo Cheng

  12. Sufficient dimension reduction for average causal effect estimation

    Article • Data Mining and Knowledge Discovery, April 2022, Springer Science + Business Media

    Debo Cheng

  13. Assessing Classifier Fairness with Collider Bias

    Article • January 2022, Springer Science + Business Media

    Debo Cheng

  14. Application of ToF-SIMS to predict contact angles of pyrite particles

    Article • Minerals Engineering, March 2020, Elsevier

    Debo Cheng

  15. A novel k NN algorithm with data-driven k parameter computation

    Article • Pattern Recognition Letters, July 2018, Elsevier

    Debo Cheng

  16. Supervised feature selection algorithm via discriminative ridge regression

    Article • World Wide Web, October 2017, Springer Science + Business Media

    Debo Cheng

  17. Self-representation dimensionality reduction for multi-model classification

    Article • Neurocomputing, August 2017, Elsevier

    Debo Cheng

  18. Unsupervised feature selection for visual classification via feature-representation property

    Article • Neurocomputing, May 2017, Elsevier

    Debo Cheng

  19. Learning k for kNN Classification

    Article • ACM Transactions on Intelligent Systems and Technology, April 2017, ACM (Association for Computing Machinery)

    Debo Cheng, Debo Cheng

  20. Graph self-representation method for unsupervised feature selection

    Article • Neurocomputing, January 2017, Elsevier

    Debo Cheng

  21. Spectral clustering based on hypergraph and self-re-presentation

    Article • Multimedia Tools and Applications, December 2016, Springer Science + Business Media

    Debo Cheng

  22. Double sparse-representation feature selection algorithm for classification

    Article • Multimedia Tools and Applications, December 2016, Springer Science + Business Media

    Debo Cheng

  23. Low-rank feature selection for multi-view regression

    Article • Multimedia Tools and Applications, November 2016, Springer Science + Business Media

    Debo Cheng

  24. Leverage triple relational structures via low-rank feature reduction for multi-output regression

    Article • Multimedia Tools and Applications, October 2016, Springer Science + Business Media

    Debo Cheng

  25. Low-rank unsupervised graph feature selection via feature self-representation

    Article • Multimedia Tools and Applications, September 2016, Springer Science + Business Media

    Debo Cheng

  26. Efficient subspace clustering based on self-representation and grouping effect

    Article • Neural Computing and Applications, June 2016, Springer Science + Business Media

    Debo Cheng

  27. Sparse sample self-representation for subspace clustering

    Article • Neural Computing and Applications, June 2016, Springer Science + Business Media

    Debo Cheng

  28. Efficient kNN classification algorithm for big data

    Article • Neurocomputing, June 2016, Elsevier

    Debo Cheng

  29. Graph feature selection for dementia diagnosis

    Article • Neurocomputing, June 2016, Elsevier

    Debo Cheng

  30. Self-representation nearest neighbor search for classification

    Article • Neurocomputing, June 2016, Elsevier

    Debo Cheng

  31. Feature selection by combining subspace learning with sparse representation

    Article • Multimedia Systems, October 2015, Springer Science + Business Media

    Debo Cheng

  32. kNN Algorithm with Data-Driven k Value

    Article • January 2014, Springer Science + Business Media

    Debo Cheng

  33. Improved Spectral Clustering Algorithm Based on Similarity Measure

    Article • January 2014, Springer Science + Business Media

    Debo Cheng

  34. Efficient kNN Algorithm Based on Graph Sparse Reconstruction

    Article • January 2014, Springer Science + Business Media

    Debo Cheng