Sheng-Jun Huang
Orcid: 0000-0002-7673-5367
According to our database1,
Sheng-Jun Huang
authored at least 90 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Knowl. Data Eng., September, 2024
A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation.
Mach. Intell. Res., August, 2024
Dual-Decoupling Learning and Metric-Adaptive Thresholding for Semi-Supervised Multi-Label Learning.
CoRR, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
NanoAdapt: Mitigating Negative Transfer in Test Time Adaptation with Extremely Small Batch Sizes.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., June, 2023
Mach. Learn., June, 2023
MUS-CDB: Mixed Uncertainty Sampling With Class Distribution Balancing for Active Annotation in Aerial Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Mach. Learn., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
A Tailored Physics-informed Neural Network Method for Solving Singularly Perturbed Differential Equations.
Proceedings of the 5th International Conference on Algorithms, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Neural Networks, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Querying Representative and Informative Super-Pixels for Filament Segmentation in Bioimages.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Signal Process., 2020
Adaptive feature weighting for robust Lp-norm sparse representation with application to biometric image classification.
Int. J. Mach. Learn. Cybern., 2020
LGSLRR: Towards fusing discriminative ordinal local and global structured low-rank representation for image recognition.
Inf. Sci., 2020
Cost-effectively Identifying Causal Effects When Only Response Variable is Observable.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the Big Data and Security - Second International Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Cybern., 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
2016
Frontiers Comput. Sci., 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
2013
Active Query Driven by Uncertainty and Diversity for Incremental Multi-label Learning.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2008