On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning. - Rie Johnson; Tong Zhang 001 (J. Mach. Learn. Res., 2007)

Word sense disambiguation across two domains: Biomedical literature and clinical notes. - Guergana K. Savova; Anni Coden; Igor L. Sominsky; Rie Johnson; Philip V. Ogren; Piet C. de Groen; Christopher G. Chute (J. Biomed. Informatics, 2008)

Graph-Based Semi-Supervised Learning and Spectral Kernel Design. - Rie Johnson; Tong Zhang 001 (IEEE Trans. Inf. Theory, 2008)

Accelerating Stochastic Gradient Descent using Predictive Variance Reduction. - Rie Johnson; Tong Zhang 001 (NIPS, 2013)

Learning Nonlinear Functions Using Regularized Greedy Forest. - Rie Johnson; Tong Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Effective Use of Word Order for Text Categorization with Convolutional Neural Networks. - Rie Johnson; Tong Zhang 001 (HLT-NAACL, 2015)

Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding. - Rie Johnson; Tong Zhang 001 (NIPS, 2015)

Semi-Supervised Learning with Multi-View Embedding: Theory and Application with Convolutional Neural Networks. - Rie Johnson; Tong Zhang 001 (CoRR, 2015)

Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings. - Rie Johnson; Tong Zhang 001 (ICML, 2016)

Supervised and Semi-Supervised Text Categorization using One-Hot LSTM for Region Embeddings. - Rie Johnson; Tong Zhang 001 (CoRR, 2016)

Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level. - Rie Johnson; Tong Zhang 001 (CoRR, 2016)

Deep Pyramid Convolutional Neural Networks for Text Categorization. - Rie Johnson; Tong Zhang 001 (ACL (1), 2017)

Composite Functional Gradient Learning of Generative Adversarial Models. - Rie Johnson; Tong Zhang 001 (ICML, 2018)

Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization. - Rie Johnson; Tong Zhang 001 (ICML, 2020)

A Framework of Composite Functional Gradient Methods for Generative Adversarial Models. - Rie Johnson; Tong Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training. - Rie Johnson; Tong Zhang 001 (NeurIPS, 2023)