no code implementations • 4 May 2022 • Yuanfei Dai, Wenzhong Guo, Carsten Eickhoff
In order to deal with this issue, several temporal knowledge graph embedding (TKGE) approaches have been proposed to integrate temporal and structural information in recent years.
no code implementations • 20 Apr 2022 • Mingyuan Fan, Yang Liu, Wenzhong Guo, Ximeng Liu, Jianhua Li
Specifically, the intuition stems from the fact that a very limited part of informative samples can contribute to most of model performance.
no code implementations • 28 Feb 2022 • Mingyuan Fan, Wenzhong Guo, Shengxing Yu, Zuobin Ying, Ximeng Liu
Transferability of adversarial examples is of critical importance to launch black-box adversarial attacks, where attackers are only allowed to access the output of the target model.
no code implementations • 18 Jul 2020 • Zhiyong Yu, Lei Han, Chao Chen, Wenzhong Guo, Zhiwen Yu
This paper proposes a strategy named IHMs (Intermediate Searching at Heuristic Moments): each step we figure out which moment is the best to search according to a heuristic indicator, then at that moment search locations one by one in descending order of predicted appearing probabilities, until a search hits; iterate this step until we get the object's current location.
1 code implementation • 3 Jul 2020 • Yuzhen Niu, Jianbin Wu, Wenxi Liu, Wenzhong Guo, Rynson W. H. Lau
To address these two problems, we propose in this paper a novel GAN-based model, HDR-GAN, for synthesizing HDR images from multi-exposed LDR images.
no code implementations • 15 Apr 2020 • Yuanfei Dai, Chenhao Guo, Wenzhong Guo, Carsten Eickhoff
Recently, several knowledge graph embedding approaches have received increasing attention in the DDI domain due to their capability of projecting drugs and interactions into a low-dimensional feature space for predicting links and classifying triplets.
no code implementations • 26 Nov 2018 • Genggeng Liu, Zhen Zhuang, Wenzhong Guo, Naixue Xiong, Guolong Chen
Firstly, in order to be able to handle two types of SMT problems at the same time, an effective edge-vertex encoding strategy is proposed.