Sotabase

Career

· Software Development Engineer, Amazon2024–
· Software Developer, Sumitomo Mitsui Banking Corporation – SMBC Group2021–2024
· Guest Researcher, Oak Ridge National Laboratory2018–2021

Publications (52)

Hierarchical Attention Networks for Document Classification
North American Chapter of the Association for Computational Linguistics · 2016
4,710
cited
Stacked Attention Networks for Image Question Answering
Computer Vision and Pattern Recognition · 2015
1,982
cited
Toward Controlled Generation of Text
International Conference on Machine Learning · 2017
1,019
cited
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications
IEEE Journal on Selected Topics in Signal Processing · 2019
411
cited
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions
International Conference on Machine Learning · 2017
398
cited
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Annual Meeting of the Association for Computational Linguistics · 2020
396
cited
Unsupervised Text Style Transfer using Language Models as Discriminators
Neural Information Processing Systems · 2018
277
cited
Deep Fried Convnets
IEEE International Conference on Computer Vision · 2014
270
cited
Parameter Server for Distributed Machine Learning
2013
243
cited
Language Models Meet World Models: Embodied Experiences Enhance Language Models
Neural Information Processing Systems · 2023
144
cited
A la Carte - Learning Fast Kernels
International Conference on Artificial Intelligence and Statistics · 2014
137
cited
On Unifying Deep Generative Models
International Conference on Learning Representations · 2017
128
cited
Controllable Text Generation
arXiv.org · 2017
113
cited
Progressive Generation of Long Text with Pretrained Language Models
North American Chapter of the Association for Computational Linguistics · 2021
102
cited
Deep Neural Networks with Massive Learned Knowledge
Conference on Empirical Methods in Natural Language Processing · 2016
84
cited
Reference-Aware Language Models
Conference on Empirical Methods in Natural Language Processing · 2016
81
cited
Deep Generative Models with Learnable Knowledge Constraints
Neural Information Processing Systems · 2018
79
cited
The Economics of the Cloud
ACM Transactions on Modeling and Performance Evaluation of Computing Systems · 2017
76
cited
FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement
Proc. ACM Manag. Data · 2023
70
cited
Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms
North American Chapter of the Association for Computational Linguistics · 2019
70
cited
Sotabase
Zichao Yang | Researcher Profile | Sotabase | Sotabase