Yingyu Liang
Orcid: 0000-0003-1366-8686
According to our database1,
Yingyu Liang
authored at least 94 papers
between 2008 and 2024.
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Bibliography
2024
CoRR, 2024
Fourier Circuits in Neural Networks: Unlocking the Potential of Large Language Models in Mathematical Reasoning and Modular Arithmetic.
CoRR, 2024
2023
An Enhanced Current Differential Protection for AC Transmission Lines Connecting MMC-HVDC Stations.
IEEE Syst. J., March, 2023
Pilot Protection Based on Two-Dimensional Space Projection of Dual Differential Currents for Lines Connecting MMC-HVDC Stations.
IEEE Trans. Ind. Electron., 2023
Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Int. J. Pattern Recognit. Artif. Intell., 2022
Person Re-Identification Method Based on the Construction of Graph Convolutional Network with Attribute Feature.
Int. J. Pattern Recognit. Artif. Intell., 2022
Siamese Network Object Tracking Algorithm Combining Attention Mechanism and Correlation Filter Theory.
Int. J. Pattern Recognit. Artif. Intell., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Adaptive Mho Characteristic-Based Distance Protection for Lines Emanating From Photovoltaic Power Plants Under Unbalanced Faults.
IEEE Syst. J., 2021
Multi-Scale Anti-Occlusion Correlation Filters Object Tracking Method Based on Complementary Features.
Int. J. Pattern Recognit. Artif. Intell., 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
A New View of Multi-modal Language Analysis: Audio and Video Features as Text "Styles".
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
2020
CoRR, 2020
SimpleTran: Transferring Pre-Trained Sentence Embeddings for Low Resource Text Classification.
CoRR, 2020
Functional Regularization for Representation Learning: A Unified Theoretical Perspective.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the Conference on Learning Theory, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
J. Mach. Learn. Res., 2019
N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Towards Understanding Limitations of Pixel Discretization Against Adversarial Attacks.
Proceedings of the IEEE European Symposium on Security and Privacy, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Trans. Assoc. Comput. Linguistics, 2018
NeuroImage, 2018
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 9th Innovations in Theoretical Computer Science Conference, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the Conference On Learning Theory, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP, 2018
2017
Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks.
J. Mach. Learn. Res., 2017
Optimal Sample Complexity for Matrix Completion and Related Problems via 𝓁s<sub>2</sub>-Regularization.
CoRR, 2017
Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Trans. Assoc. Comput. Linguistics, 2016
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
CoRR, 2015
Random Walks on Context Spaces: Towards an Explanation of the Mysteries of Semantic Word Embeddings.
CoRR, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
Distributed Frank-Wolfe Algorithm: A Unified Framework for Communication-Efficient Sparse Learning.
CoRR, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2010
Proceedings of the Advances in Multimedia Modeling, 2010
2009
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
2008
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008