Lan Du
Orcid: 0000-0002-9925-0223Affiliations:
- Monash University, Faculty of Information Technology, Melbourne, Australia
- Macquarie University, Department of Computing, Sydney, Australia (2011 - 2015)
- Australian National University, College of Engineering and Computer Science, Canberra, Australia (PhD 2012)
- NICTA Canberra Lab, Canberra, Australia (2008 - 2011)
According to our database1,
Lan Du
authored at least 81 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning.
IEEE Trans. Multim., 2024
IEEE Trans. Multim., 2024
Enhancing Educational Dialogue Act Classification With Discourse Context and Sample Informativeness.
IEEE Trans. Learn. Technol., 2024
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Comparison of machine learning and conventional logistic regression-based prediction models for gestational diabetes in an ethnically diverse population; the Monash GDM Machine learning model.
Int. J. Medical Informatics, November, 2023
Int. J. Comput. Vis., July, 2023
Locality-constrained weighted collaborative-competitive representation for classification.
Int. J. Mach. Learn. Cybern., February, 2023
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction.
Neural Networks, 2023
Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023
Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification.
IEEE Trans. Intell. Transp. Syst., 2022
Mulan: A Multiple Residual Article-Wise Attention Network for Legal Judgment Prediction.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022
Expert Syst. Appl., 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
ACM Trans. Knowl. Discov. Data, 2021
Int. J. Intell. Syst., 2021
Int. J. Distributed Sens. Networks, 2021
Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data.
Data Min. Knowl. Discov., 2021
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
Leveraging Cross Feedback of User and Item Embeddings for Variational Autoencoder based Collaborative Filtering.
CoRR, 2020
Double Competitive Constraints-Based Collaborative Representation for Pattern Classification.
Comput. Electr. Eng., 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Variational Auto-encoder Based Bayesian Poisson Tensor Factorization for Sparse and Imbalanced Count Data.
CoRR, 2019
Representation-based classification methods with enhanced linear reconstruction measures for face recognition.
Comput. Electr. Eng., 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Inf. Sci., 2018
IEEE Access, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of The 9th Asian Conference on Machine Learning, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Int. J. Approx. Reason., 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Trans. Assoc. Comput. Linguistics, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the Australasian Language Technology Association Workshop, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
2013
Learning Social Relationship Strength via Matrix Co-Factorization with Multiple Kernels.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
2010
Mach. Learn., 2010
Sequential Latent Dirichlet Allocation: Discover Underlying Topic Structures within a Document.
Proceedings of the ICDM 2010, 2010
2008
Proceedings of the Intelligence and Security Informatics, 2008
A latent semantic indexing and WordNet based information retrieval model for digital forensics.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2008
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008