Xin Cao | DeepAI

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Wei Wang
492 publications
Yang Wang
233 publications
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209 publications
Wei Wei
156 publications
Wei Zhou
116 publications
Zhao Zhang
100 publications
Wei Huang
87 publications
Ting Wang
85 publications
Yuan Cao
85 publications
Taiji Suzuki
84 publications
Peilin Zhao
77 publications

∙ 07/30/2023

SR-R^2KAC: Improving Single Image Defocus Deblurring

We propose an efficient deep learning method for single image defocus de...

0 Peng Tang, et al. ∙

∙ 06/24/2023

Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective

Graph neural networks (GNNs) have pioneered advancements in graph repres...

0 Wei Huang, et al. ∙

∙ 05/30/2023

Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation

The multi-criteria (MC) recommender system, which leverages MC rating in...

0 Jin-Duk Park, et al. ∙

∙ 04/25/2023

Node Feature Augmentation Vitaminizes Network Alignment

Network alignment (NA) is the task of discovering node correspondences a...

0 Jin-Duk Park, et al. ∙

∙ 02/28/2023

WISK: A Workload-aware Learned Index for Spatial Keyword Queries

Spatial objects often come with textual information, such as Points of I...

0 Yufan Sheng, et al. ∙

∙ 02/28/2023

Weighted Sampling for Masked Language Modeling

Masked Language Modeling (MLM) is widely used to pretrain language model...

0 Linhan Zhang, et al. ∙

∙ 08/23/2022

Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation

Network alignment (NA) is the task of discovering node correspondences a...

0 Jin-Duk Park, et al. ∙

∙ 08/12/2022

GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs

Heterogeneous graphs, which contain nodes and edges of multiple types, a...

0 Linhao Luo, et al. ∙

∙ 07/09/2022

Improved Binary Forward Exploration: Learning Rate Scheduling Method for Stochastic Optimization

A new gradient-based optimization approach by automatically scheduling t...

0 Xin Cao, et al. ∙

∙ 07/06/2022

BFE and AdaBFE: A New Approach in Learning Rate Automation for Stochastic Optimization

In this paper, a new gradient-based optimization approach by automatical...

0 Xin Cao, et al. ∙

∙ 06/18/2022

Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting

We all depend on mobility, and vehicular transportation affects the dail...

0 Zezhi Shao, et al. ∙

∙ 04/19/2022

Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System

Knowledge graph (KG) plays an increasingly important role in recommender...

0 Ding Zou, et al. ∙

∙ 02/03/2022

Machine Learning Solar Wind Driving Magnetospheric Convection in Tail Lobes

To quantitatively study the driving mechanisms of magnetospheric convect...

0 Xin Cao, et al. ∙

∙ 01/26/2022

On the Power of Gradual Network Alignment Using Dual-Perception Similarities

Network alignment (NA) is the task of finding the correspondence of node...

0 Jin-Duk Park, et al. ∙

∙ 10/21/2021

Off-Dynamics Inverse Reinforcement Learning from Hetero-Domain

We propose an approach for inverse reinforcement learning from hetero-do...

0 Yachen Kang, et al. ∙

∙ 09/05/2021

Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model

Community detection, aiming to group the graph nodes into clusters with ...

0 Linhao Luo, et al. ∙

∙ 07/28/2021

Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN(SRG-Net)

The repairing work of terracotta warriors in Emperor Qinshihuang Mausole...

0 Yao Hu, et al. ∙

∙ 07/28/2021

Multi Point-Voxel Convolution (MPVConv) for Deep Learning on Point Clouds

The existing 3D deep learning methods adopt either individual point-base...

17 Wei Zhou, et al. ∙

∙ 04/30/2021

Multi Voxel-Point Neurons Convolution (MVPConv) for Fast and Accurate 3D Deep Learning

We present a new convolutional neural network, called Multi Voxel-Point ...

0 Wei Zhou, et al. ∙

∙ 04/12/2021

Edgeless-GNN: Unsupervised Inductive Edgeless Network Embedding

We study the problem of embedding edgeless nodes such as users who newly...

0 Yong-Min Shin, et al. ∙

∙ 12/01/2020

SRG-Net: Unsupervised Segmentation for Terracotta Warrior Point Cloud with 3D Pointwise CNN methods

In this paper, we present a seed-region-growing CNN(SRG-Net) for unsuper...

0 Yao Hu, et al. ∙

∙ 10/29/2020

On Efficient and Scalable Time-Continuous Spatial Crowdsourcing – Full Version

The proliferation of advanced mobile terminals opened up a new crowdsour...

0 Ting Wang, et al. ∙

∙ 07/16/2020

Inductive Link Prediction for Nodes Having Only Attribute Information

Predicting the link between two nodes is a fundamental problem for graph...

0 Yu Hao, et al. ∙

∙ 02/15/2020

Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach

Due to the outstanding capability of capturing underlying data distribut...

2 Yaoshu Wang, et al. ∙

∙ 09/04/2018

Improved Online Wilson Score Interval Method for Community Answer Quality Ranking

In this paper, a fast and easy-to-deploy method with a strong interpreta...

0 Xin Cao, et al. ∙

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