Yingyu Liang
University of Wisconsin–Madison(US)China University of Mining and Technology(CN)University of Hong Kong(HK)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Sparse and Compressive Sensing Techniques, Neural Networks and Applications, Adversarial Robustness in Machine Learning
Most-Cited Works
- A Simple but Tough-to-Beat Baseline for Sentence Embeddings(2017)
- → Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis(2020)360 cited
- → Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data(2018)319 cited
- → A Latent Variable Model Approach to PMI-based Word Embeddings(2016)289 cited
- → Generalization and Equilibrium in Generative Adversarial Nets (GANs)(2017)211 cited
- → Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers(2018)172 cited
- → Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning(2019)130 cited