Yudong Liu

Yudong Liu

Master Student at Carnegie Mellon University, expertised in Machine Learning, Distributed Systems and Biostatistics

Publications

High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning

Published in Transactions on Machine Learning Research, 2023

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Recommended citation: Paul Pu Liang, Yiwei Lyu, Xiang Fan, Jeffrey Tsaw, Yudong Liu, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Ruslan Salakhutdinov. High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning. Transactions on Machine Learning Research (05/2023). DOI:10.48550/arXiv.2203.01311 https://arxiv.org/abs/2203.01311

Quantifying Interactions in Semi-supervised Multimodal Learning: Guarantees and Applications

Published in ICLR, 1900

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Recommended citation: Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis- Philippe Morency, Russ Salakhutdinov. Quantifying Interactions in Semi-supervised Multimodal Learning: Guarantees and Applications. Submitted to The Twelfth International Conference on Learning Representations (In review) https://openreview.net/pdf?id=BrjLHbqiYs

AdenPredictor: accurate prediction of the adenylation domain specificity of nonribosomal peptide biosynthetic gene clusters in microbial genomes

Published in Bioinformatics, 2023

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Recommended citation: Mihir Mongia, Romel Baral, Abhinav Adduri, Donghui Yan, Yudong Liu, Yuying Bian, Paul Kim, Bahar Behsaz, Hosein Mohimani. AdenPredictor: accurate prediction of the adenylation domain specificity of nonribosomal peptide biosyn- thetic gene clusters in microbial genomes. Bioinformatics, 2023, 39, i40-i46. DOI:10.1093/bioinformatics/btad235 https://academic.oup.com/bioinformatics/article/39/Supplement_1/i40/7210450