b'Feng Xia'

research

∙ 08/15/2023

Learning from All Sides: Diversified Positive Augmentation via Self-distillation in Recommendation

Personalized recommendation relies on user historical behaviors to provi...

0 Chong Liu, et al. ∙

research

∙ 06/12/2023

Coupled Attention Networks for Multivariate Time Series Anomaly Detection

Multivariate time series anomaly detection (MTAD) plays a vital role in ...

0 Feng Xia, et al. ∙

research

∙ 06/01/2023

A Survey on Fairness-aware Recommender Systems

As information filtering services, recommender systems have extremely en...

0 Di Jin, et al. ∙

research

∙ 05/10/2023

Explainable Knowledge Distillation for On-device Chest X-Ray Classification

Automated multi-label chest X-rays (CXR) image classification has achiev...

0 Chakkrit Termritthikun, et al. ∙

research

∙ 03/24/2023

Knowledge Graphs: Opportunities and Challenges

With the explosive growth of artificial intelligence (AI) and big data, ...

0 Ciyuan Peng, et al. ∙

research

∙ 02/05/2023

Adversarial Learning Data Augmentation for Graph Contrastive Learning in Recommendation

Recently, Graph Neural Networks (GNNs) achieve remarkable success in Rec...

0 Junjie Huang, et al. ∙

research

∙ 02/02/2023

Quantum Graph Learning: Frontiers and Outlook

Quantum theory has shown its superiority in enhancing machine learning. ...

0 Shuo Yu, et al. ∙

research

∙ 12/11/2022

Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges

Anomaly analytics is a popular and vital task in various research contex...

0 Jing Ren, et al. ∙

research

∙ 10/27/2022

Deep Learning for Segmentation-based Hepatic Steatosis Detection on Open Data: A Multicenter International Validation Study

Despite high global prevalence of hepatic steatosis, no automated diagno...

0 Zhongyi Zhang, et al. ∙

research

∙ 09/19/2022

Reweighting Clicks with Dwell Time in Recommendation

The click behavior is the most widely-used user positive feedback in rec...

0 Ruobing Xie, et al. ∙

research

∙ 04/06/2022

CHIEF: Clustering with Higher-order Motifs in Big Networks

Clustering a group of vertices in networks facilitates applications acro...

0 Feng Xia, et al. ∙

research

∙ 03/17/2022

Graph Augmentation Learning

Graph Augmentation Learning (GAL) provides outstanding solutions for gra...

0 Shuo Yu, et al. ∙

research

∙ 02/23/2022

Data-Driven Decision Making in COVID-19 Response: A Survey

COVID-19 has spread all over the world, having an enormous effect on our...

0 Shuo Yu, et al. ∙

research

∙ 02/23/2022

Web of Scholars: A Scholar Knowledge Graph

In this work, we demonstrate a novel system, namely Web of Scholars, whi...

0 Jiaying Liu, et al. ∙

research

∙ 02/22/2022

Graph Lifelong Learning: A Survey

Graph learning substantially contributes to solving artificial intellige...

0 Falih Gozi Febrinanto, et al. ∙

research

∙ 02/18/2022

Surf or sleep? Understanding the influence of bedtime patterns on campus

Poor sleep habits may cause serious problems of mind and body, and it is...

0 Teng Guo, et al. ∙

research

∙ 02/17/2022

Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework

Traffic flow prediction is an integral part of an intelligent transporta...

0 Xiangjie Kong, et al. ∙

research

∙ 02/17/2022

The Gene of Scientific Success

This paper elaborates how to identify and evaluate causal factors to imp...

8 Xiangjie Kong, et al. ∙

research

∙ 02/16/2022

Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks

With the explosive growth of new graduates with research degrees every y...

0 Xiangtai Chen, et al. ∙

research

∙ 10/11/2021

Deep Video Anomaly Detection: Opportunities and Challenges

Anomaly detection is a popular and vital task in various research contex...

0 Jing Ren, et al. ∙

research

∙ 07/20/2021

Heterogeneous network-based drug repurposing for COVID-19

The Corona Virus Disease 2019 (COVID-19) belongs to human coronaviruses ...

0 Shuting Jin, et al. ∙

research

∙ 07/15/2021

Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models

Sentence completion (SC) questions present a sentence with one or more b...

0 Qiongqiong Liu, et al. ∙

research

∙ 05/03/2021

Metaphor Research in the 21st Century: A Bibliographic Analysis

Metaphor is widely used in human communication. The cohort of scholars s...

0 Dongyu Zhang, et al. ∙

research

∙ 05/03/2021

Turing Number: How Far Are You to A. M. Turing Award?

The ACM A.M. Turing Award is commonly acknowledged as the highest distin...

0 Feng Xia, et al. ∙

research

∙ 03/07/2021

Graph Force Learning

Features representation leverages the great power in network analysis ta...

0 Ke Sun, et al. ∙

research

∙ 08/27/2020

OFFER: A Motif Dimensional Framework for Network Representation Learning

Aiming at better representing multivariate relationships, this paper inv...

0 Shuo Yu, et al. ∙

research

∙ 08/20/2020

Understanding the Advisor-advisee Relationship via Scholarly Data Analysis

Advisor-advisee relationship is important in academic networks due to it...

0 Jiaying Liu, et al. ∙

research

∙ 08/10/2020

Quantifying Success in Science: An Overview

Quantifying success in science plays a key role in guiding funding alloc...

0 Xiaomei Bai, et al. ∙

research

∙ 08/10/2020

Scientific Paper Recommendation: A Survey

Globally, recommendation services have become important due to the fact ...

0 Xiaomei Bai, et al. ∙

research

∙ 08/10/2020

An Overview on Evaluating and Predicting Scholarly Article Impact

Scholarly article impact reflects the significance of academic output re...

0 Xiaomei Bai, et al. ∙

research

∙ 08/10/2020

Quantifying the Impact of Scholarly Papers Based on Higher-Order Weighted Citations

Quantifying the impact of a scholarly paper is of great significance, ye...

0 Xiaomei Bai, et al. ∙

research

∙ 08/10/2020

The Role of Positive and Negative Citations in Scientific Evaluation

Quantifying the impact of scientific papers objectively is crucial for r...

0 Xiaomei Bai, et al. ∙

research

∙ 08/09/2020

Multivariate Relations Aggregation Learning in Social Networks

Multivariate relations are general in various types of networks, such as...

0 Jin Xu, et al. ∙

research

∙ 08/09/2020

Phone2Cloud: Exploiting Computation Offloading for Energy Saving on Smartphones in Mobile Cloud Computing

With prosperity of applications on smartphones, energy saving for smartp...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

BeeCup: A Bio-Inspired Energy-Efficient Clustering Protocol for Mobile Learning

Mobile devices have become a popular tool for ubiquitous learning in rec...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

Human Mobility in Opportunistic Networks: Characteristics, Models and Prediction Methods

Opportunistic networks (OppNets) are modern types of intermittently conn...

0 Poria Pirozmand, et al. ∙

research

∙ 08/09/2020

Improving Smart Conference Participation through Socially-Aware Recommendation

This research addresses recommending presentation sessions at smart conf...

0 Nana Yaw Asabere, et al. ∙

research

∙ 08/09/2020

Social-Similarity-aware TCP with Collision Avoidance in Ad-hoc Social Networks

Ad-hoc Social Network (ASNET), which explores social connectivity betwee...

0 Hannan Bin Liaqat, et al. ∙

research

∙ 08/09/2020

Data Dissemination Using Interest Tree in Socially Aware Networking

Socially aware networking (SAN) exploits social characteristics of mobil...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

User Popularity-based Packet Scheduling for Congestion Control in Ad-hoc Social Networks

Traditional ad-hoc network packet scheduling schemes cannot fulfill the ...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

Overhead Control with Reliable Transmission of Popular Packets in Ad-Hoc Social Networks

Reliable social connectivity and transmission of data for popular nodes ...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

PIS: A Multi-dimensional Routing Protocol for Socially-aware Networking

Socially-aware networking is an emerging paradigm for intermittently con...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

Scientific Article Recommendation: Exploiting Common Author Relations and Historical Preferences

Scientific article recommender systems are playing an increasingly impor...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

Socially-Aware Conference Participant Recommendation with Personality Traits

As a result of the importance of academic collaboration at smart confere...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

A Survey on Human-centric Communications in Non-cooperative Wireless Relay Networks

The performance of data delivery in wireless relay networks (WRNs), such...

0 Behrouz Jedari, et al. ∙

research

∙ 08/09/2020

Prediction Methods and Applications in the Science of Science: A Survey

Science of science has become a popular topic that attracts great attent...

0 Jie Hou, et al. ∙

research

∙ 08/09/2020

Random Walks: A Review of Algorithms and Applications

A random walk is known as a random process which describes a path includ...

0 Feng Xia, et al. ∙

research

∙ 08/09/2020

Big Networks: A Survey

A network is a typical expressive form of representing complex systems i...

0 Hayat Dino Bedru, et al. ∙

research

∙ 02/29/2020

The dominance of big teams in China's scientific output

Modern science is dominated by scientific productions from teams. A rece...

0 Linlin Liu, et al. ∙

research

∙ 02/29/2020

China may need to support more small teams in scientific research

Modern science is dominated by scientific productions from teams. Large ...

0 Linlin Liu, et al. ∙

Feng Xia

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