no code implementations • 14 Apr 2024 • Yi Lu, Jianguo Wang, Huihua Xie
This paper develops a generalized framework for identifying causal impacts in a reduced-form manner under kinked settings when agents can manipulate their choices around the threshold.
no code implementations • 11 Mar 2024 • Abdullah Al-Mamun, Hao Wu, Qiyang He, Jianguo Wang, Walid G. Aref
We present a taxonomy that classifies and categorizes each learned multi-dimensional index, and survey the existing literature on learned multi-dimensional indexes according to this taxonomy.
no code implementations • 17 Jan 2024 • Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
In this paper, we investigate the intersection of large generative AI models and cloud-native computing architectures.
1 code implementation • 6 Mar 2023 • Haoteng Yin, Muhan Zhang, Jianguo Wang, Pan Li
Subgraph-based graph representation learning (SGRL) has recently emerged as a powerful tool in many prediction tasks on graphs due to its advantages in model expressiveness and generalization ability.
Ranked #1 on
Link Property Prediction
on ogbl-ppa
no code implementations • 1 Jul 2022 • Abdullah-Al-Mamun, Ch. Md. Rakin Haider, Jianguo Wang, Walid G. Aref
This paper investigates to leverage ML techniques to enhance the performance of spatial indexes, particularly the R-tree, for a given data and query workloads.
3 code implementations • 28 Feb 2022 • Haoteng Yin, Muhan Zhang, Yanbang Wang, Jianguo Wang, Pan Li
Subgraph-based graph representation learning (SGRL) has been recently proposed to deal with some fundamental challenges encountered by canonical graph neural networks (GNNs), and has demonstrated advantages in many important data science applications such as link, relation and motif prediction.
Ranked #1 on
Link Property Prediction
on ogbl-citation2
no code implementations • 31 May 2021 • Zhikun Liu, Yuanpeng Liu, Yuan Hong, Jinwen Meng, Jianguo Wang, Shusen Zheng, Xiao Xu
LT set contained patients with HCC treated by LT.
no code implementations • 21 Jul 2020 • Tianwen Zhang, Xiaoling Zhang, Jun Shi, Shunjun Wei, Jianguo Wang, Jianwei Li, Hao Su, Yue Zhou
Huge imbalance of different scenes' sample numbers seriously reduces Synthetic Aperture Radar (SAR) ship detection accuracy.
no code implementations • 20 Apr 2016 • Ruining He, Chunbin Lin, Jianguo Wang, Julian McAuley
Building successful recommender systems requires uncovering the underlying dimensions that describe the properties of items as well as users' preferences toward them.