← Search

Chunyang Liao

2 accepted papers

2026

Semantic Embedding and Synthetic Augmentation for Longitudinal Survey Prediction (Student Abstract)

AAAI 2026technical

Longitudinal surveys are a crucial component of behavioral research. Such surveys, however, face significant gaps in the data created by item and unit non-responses as well as semantic gaps resulting from questionnaires, assessed trends, and data collection methods evolving over time. Using 15 waves

Cited by 0SourcePDFScholar
2022

A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks

NeurIPS 2022accept

In distributed training of deep neural networks, people usually run Stochastic Gradient Descent (SGD) or its variants on each machine and communicate with other machines periodically. However, SGD might converge slowly in training some deep neural networks (e.g., RNN, LSTM) because of the exploding…