SEN HUANG — accepted AI-conference papers

2024

MASTER: Market-Guided Stock Transformer for Stock Price Forecasting

Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang

AAAI 2024technical

Stock price forecasting has remained an extremely challenging problem for many decades due to the high volatility of the stock market. Recent efforts have been devoted to modeling complex stock correlations toward joint stock price forecasting. Existing works share a common neural architecture that…

Cited by 35 Source ↗PDF ↗code ↗Scholar ↗

2019

A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression

JIAJIN LI, SEN HUANG, Anthony Man-Cho So

NeurIPS 2019poster

Wasserstein distance-based distributionally robust optimization (DRO) has received much attention lately due to its ability to provide a robustness interpretation of various learning models. Moreover, many of the DRO problems that arise in the learning context admits exact convex reformulations and…

Cited by 32 Source ↗PDF ↗code ↗Scholar ↗