Yingyu Liang

A Simple but Tough-to-Beat Baseline for Sentence Embeddings

Sanjeev Arora, Yingyu Liang, Tengyu Ma · International Conference on Learning Representations · 2017 · 1.1K citations

Engineering, Machine Learning, Cross-lingual Representation +16

Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis

Zhongkai Sun, Prathusha K Sarma, William A. Sethares et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 355 citations · Full text

Engineering, Machine Learning, Multimodal Learning +18

Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data

Yuanzhi Li, Yingyu Liang · arXiv (Cornell University) · 2018 · 318 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +18

A Latent Variable Model Approach to PMI-based Word Embeddings

Sanjeev Arora, Yuanzhi Li, Yingyu Liang et al. · Transactions of the Association for Computational Linguistics · 2016 · 288 citations · Full text

Engineering, Semantics, Pmi-based Word Embeddings +19

Generalization and Equilibrium in Generative Adversarial Nets (GANs)

Sanjeev Arora, Rong Ge, Yingyu Liang et al. · arXiv (Cornell University) · 2017 · 211 citations · Full text

Artificial Intelligence, Generative Adversarial Nets, Machine Learning +11