Adaptive-Grained Label Distribution Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Adaptive Weighted Ranking-Oriented Label Distribution Learning.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems.
CoRR, 2024
Predicting Label Distribution from Ternary Labels.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Generative Calibration of Inaccurate Annotation for Label Distribution Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Predicting Label Distribution From Tie-Allowed Multi-Label Ranking.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
Ranking-preserved generative label enhancement.
Mach. Learn., December, 2023
Label Distribution Learning by Maintaining Label Ranking Relation.
IEEE Trans. Knowl. Data Eng., 2023
Label Enhancement by Maintaining Positive and Negative Label Relation.
IEEE Trans. Knowl. Data Eng., 2023
Two-stage label distribution learning with label-independent prediction based on label-specific features.
Knowl. Based Syst., 2023
Label Enhancement via Joint Implicit Representation Clustering.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Mixture of Soft Prompts for Controllable Data Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Generative Label Enhancement with Gaussian Mixture and Partial Ranking.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Predicting Label Distribution from Multi-label Ranking.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Constructing three-way concept lattice based on the composite of classical lattices.
Int. J. Approx. Reason., 2020
Pulse of the City: Spatio-Temporal Twitter Content Analysis.
Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020