Search Results for author: Xiaofei Xu

Found 9 papers, 3 papers with code

Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning

1 code implementation28 Jan 2024 Xiaofei Xu, Ke Deng, Michael Dann, Xiuzhen Zhang

This study aims to minimize the influence of fake news on social networks by deploying debunkers to propagate true news.

Imitation Learning

Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural Network

1 code implementation20 Jan 2023 Mingyi Liu, Zhiying Tu, Xiaofei Xu, Zhongjie Wang

In real-world applications, events are not always observable, and estimating event time is as important as predicting future events.

Knowledge Graphs Link Prediction +1

Requirements Elicitation in Cognitive Service for Recommendation

no code implementations29 Mar 2022 Bolin Zhang, Zhiying Tu, Yunzhe Xu, Dianhui Chu, Xiaofei Xu

To this end, two phases must be applied: I. Sequence planning and Real-time detection of user requirement, II. Service resource selection and Response generation.

Response Generation

DySR: A Dynamic Representation Learning and Aligning based Model for Service Bundle Recommendation

no code implementations7 Aug 2021 Mingyi Liu, Zhiying Tu, Xiaofei Xu, Zhongjie Wang

The fundamental problem with these studies is that they ignore the evolution of services over time and the representation gap between services and requirements.

Graph Representation Learning

Learning Representation over Dynamic Graph using Aggregation-Diffusion Mechanism

no code implementations3 Jun 2021 Mingyi Liu, Zhiying Tu, Xiaofei Xu, Zhongjie Wang

However, relying only on aggregation to propagate information in dynamic graphs can result in delays in information propagation and thus affect the performance of the method.

Dynamic Link Prediction Knowledge Graphs +1

User Intention Recognition and Requirement Elicitation Method for Conversational AI Services

no code implementations3 Sep 2020 Junrui Tian, Zhiying Tu, Zhongjie Wang, Xiaofei Xu, Min Liu

In recent years, chat-bot has become a new type of intelligent terminal to guide users to consume services.

Intent Detection

Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge

no code implementations ACL 2020 Bowen Zhang, Min Yang, Xutao Li, Yunming Ye, Xiaofei Xu, Kuai Dai

Specifically, a semantic-emotion heterogeneous graph is constructed from external semantic and emotion lexicons, which is then fed into a graph convolutional network to learn multi-hop semantic connections between words and emotion tags.

Stance Detection Transfer Learning

An Improved Historical Embedding without Alignment

no code implementations19 Oct 2019 Xiaofei Xu, Ke Deng, Fei Hu, Li Li

Our method outperformed three other popular methods in terms of the number of words correctly identified to have changed in meaning.

Word Embeddings

A Fast Greedy Algorithm for Outlier Mining

1 code implementation Advances in Knowledge Discovery and Data Mining 2006 Zengyou He, Shengchun Deng, Xiaofei Xu, Joshua Zhexue Huang

The task of outlier detection is to find small groups of data objects that are exceptional when compared with rest large amount of data.

Outlier Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.