no code implementations • EMNLP 2021 • Kewei Cheng, Ziqing Yang, Ming Zhang, Yizhou Sun
Knowledge graph inference has been studied extensively due to its wide applications.
no code implementations • 20 Feb 2024 • Kewei Cheng, Nesreen K. Ahmed, Theodore Willke, Yizhou Sun
Our experiments show that this framework significantly enhances the reasoning capabilities of LLMs, enabling them to excel in a broader spectrum of natural language scenarios.
no code implementations • 8 Jul 2023 • Shixuan Liu, Changjun Fan, Kewei Cheng, Yunfei Wang, Peng Cui, Yizhou Sun, Zhong Liu
Heterogeneous Information Networks (HINs) are information networks with multiple types of nodes and edges.
1 code implementation • 7 Mar 2023 • Kewei Cheng, Nesreen K. Ahmed, Yizhou Sun
NCRL detects the best compositional structure of a rule body, and breaks it into small compositions in order to infer the rule head.
no code implementations • 25 Sep 2019 • Kewei Cheng, Yikai Zhu, Ming Zhang, Yizhou Sun
Knowledge graph has gained increasing attention in recent years for its successful applications of numerous tasks.
1 code implementation • 25 Jan 2019 • Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Dimitrios Papadopoulos, Qiang Yang
This federated learning system allows the learning process to be jointly conducted over multiple parties with common user samples but different feature sets, which corresponds to a vertically partitioned data set.
2 code implementations • 29 Jan 2016 • Jundong Li, Kewei Cheng, Suhang Wang, Fred Morstatter, Robert P. Trevino, Jiliang Tang, Huan Liu
To facilitate and promote the research in this community, we also present an open-source feature selection repository that consists of most of the popular feature selection algorithms (\url{http://featureselection. asu. edu/}).