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Siwen's Projects

arm-net icon arm-net

A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, anomaly detection, and etc.

boostsrl icon boostsrl

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

nbfnet icon nbfnet

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

neuralogic icon neuralogic

Deep relational learning through differentiable logic programming.

pi_gbm icon pi_gbm

Learning with Privileged and Sensitive Information: A Gradient-Boosting Approach

srlearn icon srlearn

☕ A Python library for gradient-boosted statistical relational models.

starling.utdallas.edu icon starling.utdallas.edu

Development repository for the STARLinG Lab's webpage. Built wtih Jekyll, jQuery, and the minimal-mistakes Jekyll theme.

ste.github.io icon ste.github.io

Code that'll help you kickstart a personal website that showcases your work as a software developer.

touplegdd icon touplegdd

Implementation of "ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning" (https://arxiv.org/abs/2210.07500)

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