10 citations · 12 across the 6 of their papers we have counts for
6 papers
Accelerating a Linear Programming Algorithm on AMD GPUs
Xiyan Hu, Titus Parker, Connor Phillips +1
Linear Programming (LP) is a foundational optimization technique with widespread applications in finance, energy trading, and supply chain logistics. However, traditional Central P…
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines
Xiyang Hu
The increasing integration of Large Language Model (LLM) based search engines has transformed the landscape of information retrieval. However, these systems are vulnerable to adver…
Inclusive FinTech Lending via Contrastive Learning and Domain Adaptation
Xiyang Hu, Yan Huang, Beibei Li +1
FinTech lending (e.g., micro-lending) has played a significant role in facilitating financial inclusion. It has reduced processing times and costs, enhanced the user experience, an…
Language Agnostic Multilingual Information Retrieval with Contrastive Learning
Xiyang Hu, Xinchi Chen, Peng Qi +4
Multilingual information retrieval (IR) is challenging since annotated training data is costly to obtain in many languages. We present an effective method to train multilingual IR…
Uncovering the Source of Machine Bias
Xiyang Hu, Yan Huang, Beibei Li +1
We develop a structural econometric model to capture the decision dynamics of human evaluators on an online micro-lending platform, and estimate the model parameters using a real-w…
Optimal Sparse Decision Trees
Xiyang Hu, Cynthia Rudin, Margo Seltzer
Decision tree algorithms have been among the most popular algorithms for interpretable (transparent) machine learning since the early 1980's. The problem that has plagued decision…