Accepted Full Papers

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Authors

Title

10

Le Feng and Xinpeng Zhang

Watermarking neural network with compensation mechanism

21

Jie Wu, Xinning Zhu, Chunhong Zhang and Zheng Hu

Event-centric Tourism Knowledge Graph --- A Case Study of Hainan

24

Shaokang Zhang, Huailiang Peng, Yanan Cao, Lei Jiang, Qiong Dai and Jianlong Tan

Category-level Adversarial Network for Cross-Domain Sentiment Classification

36

Chang Yin, Qing Zhou, Liang Ge and Jiaojiao Ou

Multi-hop Syntactic Graph Convolutional Networks for Aspect-based Sentiment Classification

38

Qing-Qing Pang and Li Zhang

Fast Backward Iterative Laplacian Score for Unsupervised Feature Selection

39

Kexin Huang

Pairwise-based Hierarchical Gating Networks for sequential recommendation

41

Yiwei Ni, Qingfeng Du and Jincheng Xu

Document-Improved Hierarchical Modular Attention for Event Detection

46

Yao Wu, Hong Huang and Hai Jin

Information Diffusion Prediction with Personalized Graph Neural Networks

47

Luxi Xing, Yue Hu, Yuqiang Xie, Chunhui Wang and Yong Hu

A Matching-Integration-Verification Model for Multiple-Choice Reading Comprehension

50

Jiaqi Huang, Yong Feng, Mingliang Zhou and Baohua Qiang

Relationship-Aware Hard Negative Generation in Deep Metric Learning

54

Meihan Tong, Bin Xu, Shuai Wang, Lei Hou and Juanzi Li

Improving Low-Resource Chinese Event Detection with Multi-Task Learning

57

Zhu Wangpeng and Zhi Xiaoli

Extracting Short Entity Descriptions for Open-World Extension to Knowledge Graph Completion Models

58

Xiaohan Zheng, Li Zhang and Leilei Yan

Feature Selection Using Sparse Twin Support Vector Machine with  correntropy-induced loss

59

Han Yu, Rong Jiang and Aiping Li

Striking a Balance in Unsupervised Fine-grained Domain Adaptation using Adversarial Learning

72

Qizhou Sun and Yain-Whar Si

Customized Decision Tree For Fast Multi-resolution Chart Patterns Classification

79

Jiasheng Di, Xiao Wei and Zhenyu Zhang

How to interact and change? Abstractive dialogue summarization with Dialogue Act Weight and Topic Change Info

84

Yu Zhao, Fusheng Jin, Mengyuan Wang and Shuliang Wang

Knowledge Graphs Meet Geometry for Semi-supervised Monocular Depth Estimation

87

Xu Tong, Hao Fan, Xiaofei Wang, Jianxin Li and Xin Wang

Seeds Selection for Influence Maximization Based on Device-to-Device Social Knowledge by Reinforcement Learning

88

Jun Yang and Jisheng Dang

PVFNet: Point-view fusion network for 3D shape recognition

91

Cheng He, Chao Peng, Na Li, Xiang Chen, Zhengfeng Yang and Zhenhao Hu

CIFEF: Combining implicit and explicit features for friendship inference in location-based social networks

94

Saleha Noor, Yi Guo, Syed Hamad Hassan Shah and Habiba Halepoto

Bibliometric Analysis of Twitter Knowledge management publications related to Health Promotion

96

Sili Huang, Bo Yang, Hechang Chen, Haiyin Piao, Zhixiao Sun and Yi Chang

MA-TREX: Mutli-agent Trajectory-ranked Reward Extrapolation via Inverse Reinforcement Learning

97

Guozheng Rao, Chengxia Peng, Li Zhang, Xin Wang and Zhiyong Feng

A Knowledge Enhanced Ensemble Learning Model for Mental Disorder Detection on Social Media

98

Wencong Wang, Lan Huang, Hao Liu, Jia Zeng, Shiqi Sun, Kainuo Li and Kangping Wang

An Incremental learning network model based on random sample distribution fitting

103

Ruicong Shi, Tao Liang, Huailiang Peng, Lei Jiang and Qiong Dai

HEAM: Heterogeneous Network Embedding with Automatic Meta-path construction

105

Hongwei Tan, Linyong Zhou, Guodong Wang and Zili Zhang

Improved Performance of GANs via Integrating Gradient Penalty with Spectral Normalization

118

Yuan Li, Xiaolin Fan, Jing Sun, Yuhai Zhao and Guoren Wang

Detecting Statistically Significant Events in Large Heterogeneous Attribute Graphs via Densest Subgraphs

124

Shu Li, Yishuo Zhang, Penghui Jiang, Zhao Li, Chengwei Zhang and Qingyun Liu

Predicting user influence in the propagation of toxic information

127

Yishuo Zhang, Daniel Gao, Aswani Kumar Cherukuri, Lei Wang, Shaowei Pan and Shu Li

Topological Graph Representation Learning on Property Graph

129

Mengjun Shen, Jianyong Wei, Jitao Fan, Jianlong Tan, Zhenchang Wang, Zhenghan Yang, Penggang Qiao and Fangzhou Liao

Automatic cerebral artery system labeling using registration and key points tracking

130

Ning Pang, Weidong Xiao and Xiang Zhao

Chinese Text Classification via Bidirectional Lattice LSTM

135

Qiyi Wang, Hongyan Liu, Jun He and Xiaoyong Du

A Graph Attentive Network Model for P2P Lending Fraud Detection

139

Liyi Chen, Zhi Li, Yijun Wang, Tong Xu, Zhefeng Wang and Enhong Chen

MMEA:Entity Alignment for Multi-Modal Knowledge Graphs

140

Jinxin Yao, Min Zhang, Biyang Wang and Xianda Xu

A Hybrid Model with Pre-trained Entity-Aware Transformer for Relation Extraction

143

Zipeng Yang and Huiliang Shang

Robotic Pushing and Grasping Knowledge Learning via Attention Deep Q-Learning Network

146

Jie Gao, Xiaopeng Guo, Mingyu Shang and Jun Sun

Page-level handwritten word spotting via discriminative feature learning

149

Yitong Pang, Yiming Zhang and Zhihua Wei

Time-aware Attentive Neural Network for News Recommendation with Long- and Short-Term User Representation

151

Ping Guo, Yue Hu and Yunpeng Li

MG-BERT: A Multi-Glosses BERT Model for Word Sense Disambiguation

157

Bin Yuan, Xiaodong Yue, Ying Lv and Thierry Denoeux

Evidential Deep Neural Networks for Uncertain Data Classification

159

Yuting Sun, Liping Wang, Qize Xie, Youbin Dong and Xuemin Lin

Online Programming Education Modeling and Knowledge Tracing

161

Aibo Guo, Zhen Tan and Xiang Zhao

Measuring Triplet Trustworthiness in Knowledge Graphs via Expanded Relation Detection

165

Muhmmad Al-Khiza'Ay, Noora Alallaq, Firas Qays Kamal and Tamather Naji Alshimmari

Top Personalized Reviews Set Selection Based on Subject Aspect Modeling

169

Tao Sun, Jiaojiao Zhai and Qi Wang

NovEA: A Novel Model of  Entity Alignment Using Attribute Triples and Relation Triples

170

Chao Liu, Xiangmei Ma, Min Yu, Xinghua Wu, Mingqi Liu, Jianguo Jiang and Weiqing Huang

A Robust Representation with Pre-Trained Start and End Characters Vectors for Noisy Word Recognition

172

Liujuan Chen, Kai Han, Qiao Yin and Zongmai Cao

GDCRN: Global Diffusion Convolutional Residual Network for Traffic Flow Prediction

173

Meimei Li, Chen Lang, Min Yu, Yue Lu, Chao Liu, Jiangguo Jiang and Weiqing Huang

SCX-SD: Semi-Supervised Method for Contextual Sarcasm Detection

200

Mingrong Tang, Haobo Xiong, Liping Wang and Xuemin Lin

A Dynamic Answering Path based Fusion Model for KGQA

202

Guiling Li and Wenhe Yan

Extracting Distinctive Shapelets with Random Selection for Early Classification

210

Xuefeng Bai and Chong Feng

Edge Features Enhanced Graph Attention Network for Relation Extraction

215

Yi Zheng, Hongchao Qin, Jun Zheng, Fusheng Jin and Rong-Hua Li

Butterfly-Based Higher-Order Clustering on Bipartite Networks

230

Rihab Abdelkhalek and Zied Elouedi

Parameter optimization and weights assessment for Evidential Artificial Immune Recognition System

231

Lei Liu, Xiaoyang Chen and Ben He

End-to-End Multi-task Learning for Allusion Detection in Ancient Chinese Poems

240

Zhaoyang Wang and Hongtao Wang

Defense of Word-level Adversarial Attacks via Random Substitution Encoding

258

Ran Wang, Zhengyi Yang, Wenjie Zhang and Xuemin Lin

An Empirical Study on Recent Graph Database Systems

260

Yue Lu, Jianguo Jiang, Min Yu, Chao Liu, Chaochao Liu and Weiqing Huang

Depthwise Separable Convolutional Neural Network for Confidential Information Analysis

273

Xiao Li, Xiang Li, Jintao Tang, Ting Wang, Yang Zhang and Hongyi Chen

Improving Deep Item-based Collaborative Filtering with Bayesian Personalized Ranking for MOOC Course Recommendation

278

Yan Liu, Xiaokun Zhang and Gaojian Li

Graph Embedding Based on Characteristic of Rooted Subgraph Structure

281

Pu Wang, Wei Chen and Lei Zhao

Towards effective top-k location recommendation for business facility placement

Accepted Short Papers

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Authors

Title

5

Ying Lin, Runfang Wang, Rui Zhu, Tong Li, Zhan Wang and Maoyu Chen

The short-term exit traffic prediction of the toll station based on LSTM

27

Xiaoyi Sun, Huafeng Liu, Liping Jing and Jian Yu

Deep Generative Recommendation Model with Learning to Maximize Reciprocal Rank

28

Yi Sun and Peisen Yuan

IM-Net: Semantic Segmentation Algorithm for Medical Images Based On Mutual Information Maximization

34

Youjie Zhang, Ting Bai, Kai Zhao, Bin Wu and Bai Wang

A Time Interval Aware Approach for Session-based Social Recommendation

45

Gong Xudong, Jia Hongda, Zhou Xing, Feng Dawei, Ding Bo and Xu Jie

Improving Policy Generalization for Teacher-Student Reinforcement Learning

65

Yuqiang Xie, Yue Hu, Luxi Xing, Chunhui Wang, Yong Hu, Xiangpeng Wei and Yajing Sun

Enhancing Pre-Trained Language Models by Self-Supervised Learning for Story Cloze Test

67

Chunkai Zhang and Junli Nie

Spatio-Temporal Attentive Network for Session-based Recommendation

75

Kunjie Dong, Lihua Zhou, Bing Kong and Junhua Zhou

A Dual Fusion Model for Attributed Network Embedding

102

Jingqi Zhang, Zhongbin Sun and Yong Qi

AutoIDL: Automated Imbalanced Data Learning via Collaborative Filtering

114

Yizhe Bai, Jianfei Yin, Shunda Ju, Zhao Chen and Zhexue Huang

Long and Short Term Risk Control for Online Portfolio Selection

116

Jian Cao

Learning Dynamic Pricing Rules of Flight Tickets for Online Travel Agencies

117

Weiyou Liu, Xu Liu, Xiaoqiang Di and Binbin Cai

FastLogSim: A quick log pattern parser scheme based on text similarity

119

Nan Zhang, Ke Deng, Ye Du and Li Li

Attention-based Knowledge Tracing with Heterogeneous Information Network Embedding

132

Jingxiang Hu, Junjie Peng, Wenqiang Zhang, Lizhe Qi, Miao Hu and Huanxiang Zhang

Intention multiple-representation model for logistics intelligent customer service

152

Lei Yu, Guohui Li and Ling Yuan

Constrained Viral Marketing in Social Networks

181

Sishun Liu and Li Li

Fine-tuned Transformer Model for Sentiment Analysis

184

Yingguo Chen, Yanjie Song, Yonghao Du, Mengyuan Wang, Ran Zong and Cheng Gong

Edge Computing Framework and A Knowledge-based Evolutionary Scheduling Method for Satellite Range System

205

Deming Sheng, Jingling Yuan, Qing Xie and Pei Luo

MOOCRec: An Attention Meta-path Based Model for Top-K Recommendation in MOOC

217

Fei Pu, Bailin Yang and Jianchao Ying

A Contextualized Entity Representation for Knowledge Graph Completion

218

Qing Zhou, Jiang Li, Yinchun Tang and Liang Ge

Identifying Loners from Their Project Collaboration Records - A Graph-based Approach

220

Kai Zhang, Longtao He, Chenglong Li, Shupeng Wang and Xiao-Yu Zhang

A Multi-source Self-adaptive Transfer Learning Model for Mining Social Links

234

Yanli Hu, Chunhui He and Bin Ge

Fusion of Domain Knowledge and Text Features for Query Expansion in Citation Recommendation

254

Xu Liu, Xiaoqiang Di, Weiyou Liu, Xingxu Zhang, Hui Qi, Jinqing Li, Jianping Zhao and Huamin Yang

NADSR: A Network Anomaly Detection Scheme based on Representation

269

Rongzhi Zhang, Shuzi Niu and Yucheng Li

Robust Sequence Embedding for Recommendation

272

Jiaxin Guo and Zhengyou Xia

An Algorithm for Emotion Evaluation and Analysis Based on CBOW

276

Hasnat Ahmed, Yangyang Zhang, Muhammad Shoaib Zafar and Nasrullah Sheikh

Node Embedding over Attributed Bipartite Graphs

282

Zizhe Wang, Hailong Sun and Tao Han

Predicting Crowdsourcing Worker Performance with Knowledge Tracing