Coarse2Fine ResNet
A robust and high-precision generalized deep learning framework for time delay estimation
CreativeMath
Assessing the creativity of LLMs in proposing novel solutions to mathematical problems
DataFrame QA
A universal LLM framework on DataFrame question answering without data exposure
DySTAGE
Dynamic graph representation learning for asset pricing via spatio-temporal attention and graph encodings
FaultyMath
Benchmarking LLMs’ logical integrity on faulty mathematical problems
Margin Trader LLM
Adaptive and explainable margin trading via LLMs on portfolio management
SafeLight
A reinforcement learning method toward collision-free traffic signal control
Solar GAN
High resolution solar image generation using generative adversarial networks
TextFlow
Leveraging intermediate text representations for superior flowchart understanding
Time-Series Mixer
Prediction with time-series mixer for the S&P500 index