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IEEE Transactions on Knowledge and Data Engineering, Volume 35
Volume 35, Number 1, January 2023
- Shangyu Xie
, Meisam Mohammady
, Han Wang
, Lingyu Wang
, Jaideep Vaidya
, Yuan Hong
:
A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing. 1-15 - Yuhong Xu
, Zhiwen Yu
, Wenming Cao, C. L. Philip Chen
:
A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification. 16-30 - Yaqing Guo
, Wenjian Wang
, Xuejun Wang
:
A Robust Linear Regression Feature Selection Method for Data Sets With Unknown Noise. 31-44 - Peng Wu
, Conghui Zheng
, Li Pan
:
A Unified Generative Adversarial Learning Framework for Improvement of Skip-Gram Network Representation Learning Methods. 45-58 - Run Li, Yucheng Shi
, Yahong Han
, Yunfeng Shao
, Meiyu Qi, Bingshuai Li:
Active and Compact Entropy Search for High-Dimensional Bayesian Optimization. 59-70 - Tong Wu
, Rui Zhang
, Ziheng Jiao
, Xian Wei, Xuelong Li
:
Adaptive Spectral Rotation via Joint Cluster and Pairwise Structure. 71-81 - Jintang Li
, Tao Xie, Liang Chen
, Fenfang Xie
, Xiangnan He
, Zibin Zheng
:
Adversarial Attack on Large Scale Graph. 82-95 - Qinghai Zhou
, Liangyue Li
, Nan Cao
, Lei Ying
, Hanghang Tong:
Adversarial Attacks on Multi-Network Mining: Problem Definition and Fast Solutions. 96-107 - Honglu Jiang
, Jian Pei
, Dongxiao Yu
, Jiguo Yu
, Bei Gong
, Xiuzhen Cheng
:
Applications of Differential Privacy in Social Network Analysis: A Survey. 108-127 - Guannan Liu
, Liang Zhang, Junjie Wu
:
Beyond Similarity: Relation-Based Collaborative Filtering. 128-140 - Katsuhiko Hayashi
, Koki Kishimoto
, Masashi Shimbo
:
Binarized Embeddings for Fast, Space-Efficient Knowledge Graph Completion. 141-153 - Libin Zheng
, Lei Chen
, Cyrus Shahabi
:
Centralized Routing for Bike-Sharing Systems. 154-166 - I-Chung Hsieh, Cheng-Te Li
:
CoANE: Modeling Context Co-Occurrence for Attributed Network Embedding. 167-180 - Yong Liu
, Susen Yang
, Yonghui Xu, Chunyan Miao
, Min Wu
, Juyong Zhang
:
Contextualized Graph Attention Network for Recommendation With Item Knowledge Graph. 181-195 - Qiangqiang Dai
, Rong-Hua Li
, Guoren Wang
, Rui Mao
, Zhiwei Zhang, Ye Yuan
:
Core Decomposition on Uncertain Graphs Revisited. 196-210 - Yang Yang
, Jia-Qi Yang
, Ran Bao
, De-Chuan Zhan
, Hengshu Zhu
, Xiaoru Gao
, Hui Xiong, Jian Yang
:
Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network. 211-224 - Fuli Feng
, Xiangnan He
, Hanwang Zhang
, Tat-Seng Chua
:
Cross-GCN: Enhancing Graph Convolutional Network with $k$k-Order Feature Interactions. 225-236 - Fatemeh Nargesian
, Ken Q. Pu, Bahar Ghadiri Bashardoost, Erkang Zhu, Renée J. Miller:
Data Lake Organization. 237-250 - Zengyou He
, Ziyao Wu, Guangyao Xu
, Yan Liu
, Quan Zou
:
Decision Tree for Sequences. 251-263 - Tingting Liao
, Zhen Lei
, Tianqing Zhu
, Shan Zeng
, Yaqin Li
, Cao Yuan
:
Deep Metric Learning for K Nearest Neighbor Classification. 264-275 - Renhe Jiang
, Zekun Cai
, Zhaonan Wang, Chuang Yang
, Zipei Fan
, Quanjun Chen, Kota Tsubouchi
, Xuan Song
, Ryosuke Shibasaki:
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction. 276-290 - Wanda Li
, Zhiwei Xu
, Yi Sun, Qingyuan Gong
, Yang Chen
, Aaron Yi Ding
, Xin Wang, Pan Hui
:
DeepPick: A Deep Learning Approach to Unveil Outstanding Users With Public Attainable Features. 291-306 - Yue Qu, Chuanren Liu
, Kai Zhang
, Keli Xiao
, Bo Jin
, Hui Xiong:
Diagnostic Sparse Connectivity Networks With Regularization Template. 307-320 - Pan Li
, Alexander Tuzhilin:
Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations. 321-334 - Emmanuelle Claeys
, Pierre Gançarski
, Myriam Maumy-Bertrand
, Hubert Wassner:
Dynamic Allocation Optimization in A/B-Tests Using Classification-Based Preprocessing. 335-349 - Qiang He
, Hui Fang
, Jie Zhang, Xingwei Wang
:
Dynamic Opinion Maximization in Social Networks. 350-361 - Haizhi Yang
, Tengyun Wang
, Xiaoli Tang
, Han Yu
, Fei Liu
, Hengjie Song
:
Dynamically Optimizing Display Advertising Profits Under Diverse Budget Settings. 362-376 - Kai Zhang
, Qi Liu
, Hao Qian
, Biao Xiang
, Qing Cui
, Jun Zhou, Enhong Chen
:
EATN: An Efficient Adaptive Transfer Network for Aspect-Level Sentiment Analysis. 377-389 - Chen Chen
, Qiuyu Zhu
, Renjie Sun
, Xiaoyang Wang
, Yanping Wu:
Edge Manipulation Approaches for K-Core Minimization: Metrics and Analytics. 390-403 - Yan Qiao
, Kui Wu
, Peng Jin:
Efficient Anomaly Detection for High-Dimensional Sensing Data With One-Class Support Vector Machine. 404-417 - Yexuan Shi
, Yongxin Tong
, Yuxiang Zeng, Zimu Zhou
, Bolin Ding, Lei Chen
:
Efficient Approximate Range Aggregation Over Large-Scale Spatial Data Federation. 418-430 - Tianyu Zhu
, Leilei Sun
, Guoqing Chen:
Embedding Disentanglement in Graph Convolutional Networks for Recommendation. 431-442 - Shaojun Shi
, Feiping Nie
, Rong Wang
, Xuelong Li
:
Fast Multi-View Clustering via Prototype Graph. 443-455 - Kangfei Zhao, Zhiwei Zhang
, Yu Rong
, Jeffrey Xu Yu
, Junzhou Huang
:
Finding Critical Users in Social Communities via Graph Convolutions. 456-468 - Yi-Ling Hsu, Yu-Che Tsai, Cheng-Te Li
:
FinGAT: Financial Graph Attention Networks for Recommending Top-$K$K Profitable Stocks. 469-481 - Qinghai Zheng
, Jihua Zhu
, Haoyu Tang
, Xinyuan Liu, Zhongyu Li, Huimin Lu
:
Generalized Label Enhancement With Sample Correlations. 482-495 - Tianyu Zhu
, Leilei Sun
, Guoqing Chen:
Graph-Based Embedding Smoothing for Sequential Recommendation. 496-508 - Sergi Nadal
, Alberto Abelló
, Oscar Romero
, Stijn Vansummeren
, Panos Vassiliadis
:
Graph-Driven Federated Data Management. 509-520 - Houye Ji
, Xiao Wang
, Chuan Shi
, Bai Wang, Philip S. Yu
:
Heterogeneous Graph Propagation Network. 521-532 - Yawen Li, Di Jiang
, Rongzhong Lian, Xueyang Wu, Conghui Tan, Yi Xu
, Zhiyang Su:
Heterogeneous Latent Topic Discovery for Semantic Text Mining. 533-544 - Zhen Zhang
, Jiajun Bu
, Martin Ester, Jianfeng Zhang, Zhao Li
, Chengwei Yao
, Huifen Dai, Zhi Yu, Can Wang
:
Hierarchical Multi-View Graph Pooling With Structure Learning. 545-559 - Jianxin Li
, Hao Peng
, Yuwei Cao
, Yingtong Dou, Hekai Zhang
, Philip S. Yu
, Lifang He
:
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks. 560-574 - Xiaoli Wang
, Feng Luo
, Qingfeng Wu, Zhifeng Bao
:
How Context or Knowledge Can Benefit Healthcare Question Answering? 575-588 - Lusi Li
, Zhiqiang Wan
, Haibo He
:
Incomplete Multi-View Clustering With Joint Partition and Graph Learning. 589-602 - Can Rong, Tong Li
, Jie Feng, Yong Li
:
Inferring Origin-Destination Flows From Population Distribution. 603-613 - Laura von Rüden
, Sebastian Mayer
, Katharina Beckh
, Bogdan Georgiev
, Sven Giesselbach
, Raoul Heese
, Birgit Kirsch
, Julius Pfrommer
, Annika Pick
, Rajkumar Ramamurthy
, Michal Walczak
, Jochen Garcke
, Christian Bauckhage
, Jannis Schuecker
:
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems. 614-633 - Xindong Wu
, Tingting Jiang
, Yi Zhu
, Chenyang Bu
:
Knowledge Graph for China's Genealogy11.A shorter version of this paper won the Best Paper Award at IEEE ICKG 2020 (the 11th IEEE International Conference on Knowledge Graph, ickg 2020.bigke.org). 634-646 - Youru Li
, Xiaobo Guo, Wenfang Lin, Mingjie Zhong, Qunwei Li, Zhongyi Liu, Wenliang Zhong, Zhenfeng Zhu
:
Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction. 647-657 - Yong Liu
, Susen Yang
, Yinan Zhang
, Chunyan Miao
, Zaiqing Nie, Juyong Zhang
:
Learning Hierarchical Review Graph Representations for Recommendation. 658-671 - Saiping Guan
, Xiaolong Jin
, Jiafeng Guo
, Yuanzhuo Wang, Xueqi Cheng:
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation. 672-685 - Yongshun Gong
, Zhibin Li
, Jian Zhang
, Wei Liu
, Yilong Yin
, Yu Zheng
:
Missing Value Imputation for Multi-View Urban Statistical Data via Spatial Correlation Learning. 686-698 - Xi-Zhu Wu
, Wenkai Xu
, Song Liu, Zhi-Hua Zhou
:
Model Reuse With Reduced Kernel Mean Embedding Specification. 699-710 - Da Yin
, Weng Lam Tam, Ming Ding
, Jie Tang
:
MRT: Tracing the Evolution of Scientific Publications. 711-724 - Jianxing Yu
, Qinliang Su, Xiaojun Quan
, Jian Yin
:
Multi-Hop Reasoning Question Generation and Its Application. 725-740 - Yang Xu
, Lei Zhu
, Zhiyong Cheng
, Jingjing Li
, Zheng Zhang
, Huaxiang Zhang
:
Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation. 741-755 - Shih Yu Chang
, Hsiao-Chun Wu
:
Multi-Relational Data Characterization by Tensors: Perturbation Analysis. 756-769 - Waleed Ragheb
, Jérôme Azé, Sandra Bringay
, Maximilien Servajean
:
Negatively Correlated Noisy Learners for At-Risk User Detection on Social Networks: A Study on Depression, Anorexia, Self-Harm, and Suicide. 770-783 - Zemin Liu
, Yuan Fang
, Yong Liu
, Vincent W. Zheng
:
Neighbor-Anchoring Adversarial Graph Neural Networks. 784-795 - I-Chung Hsieh, Cheng-Te Li
:
NetFense: Adversarial Defenses Against Privacy Attacks on Neural Networks for Graph Data. 796-809 - Jiarong Xu
, Yang Yang, Shiliang Pu, Yao Fu
, Jun Feng, Weihao Jiang, Jiangang Lu
, Chunping Wang:
NetRL: Task-Aware Network Denoising via Deep Reinforcement Learning. 810-823 - Kaiqiang Yu
, Cheng Long
, Deepak P
, Tanmoy Chakraborty
:
On Efficient Large Maximal Biplex Discovery. 824-829 - Manuele Bicego
, Ferdinando Cicalese
, Antonella Mensi
:
RatioRF: A Novel Measure for Random Forest Clustering Based on the Tversky's Ratio Model. 830-841 - Jiajun Zhou
, Zhi Chen, Min Du, Lihong Chen, Shanqing Yu
, Guanrong Chen
, Qi Xuan
:
RobustECD: Enhancement of Network Structure for Robust Community Detection. 842-856 - Xiao Liu
, Fanjin Zhang
, Zhenyu Hou, Li Mian, Zhaoyu Wang, Jing Zhang
, Jie Tang
:
Self-Supervised Learning: Generative or Contrastive. 857-876 - Ningzhao Sun, Tingjin Luo
, Wenzhang Zhuge, Hong Tao
, Chenping Hou
, Dewen Hu
:
Semi-Supervised Learning With Label Proportion. 877-890 - Shichao Pei
, Lu Yu, Xiangliang Zhang
:
Set-Aware Entity Synonym Discovery With Flexible Receptive Fields. 891-904 - Yang Ye
, Shihao Ji
:
Sparse Graph Attention Networks. 905-916 - Lixiao Cui
, Kewen He
, Yusen Li
, Peng Li, Jiachen Zhang, Gang Wang
, Xiaoguang Liu
:
SwapKV: A Hotness Aware In-Memory Key-Value Store for Hybrid Memory Systems. 917-930 - Yuda Gao, Bin Shi
, Bo Dong, Yiyang Wang, Lingyun Mi, Qinghua Zheng:
Tax Evasion Detection With FBNE-PU Algorithm Based on PnCGCN and PU Learning. 931-944 - Penghang Liu
, Valerio Guarrasi
, Ahmet Erdem Sariyüce
:
Temporal Network Motifs: Models, Limitations, Evaluation. 945-957 - Yu Yang
, Jiannong Cao
, Milos Stojmenovic
, Senzhang Wang
, Yiran Cheng
, Chun Lum, Zhetao Li
:
Time-Capturing Dynamic Graph Embedding for Temporal Linkage Evolution. 958-971 - Yuan Zuo
, Congrui Li, Hao Lin
, Junjie Wu
:
Topic Modeling of Short Texts: A Pseudo-Document View With Word Embedding Enhancement. 972-985 - Chenguang Li
, Jiaqing Liang
, Yanghua Xiao, Haiyun Jiang
:
Towards Fine-Grained Concept Generation. 986-997 - Tiantian Liu
, Zijin Feng
, Huan Li
, Hua Lu
, Muhammad Aamir Cheema
, Hong Cheng
, Jianliang Xu
:
Towards Indoor Temporal-Variation Aware Shortest Path Query. 998-1012 - Ruiyuan Li
, Huajun He
, Rubin Wang
, Sijie Ruan
, Tianfu He
, Jie Bao
, Junbo Zhang
, Liang Hong
, Yu Zheng
:
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System. 1013-1027 - Zhanhao Zhao
, Wei Lu
, Hongyao Zhao, Zongyan He, Haixiang Li, Anqun Pan, Xiaoyong Du:
T-SQL: A Lightweight Implementation to Enable Built-in Temporal Support in MVCC-Based RDBMSs. 1028-1042 - Satadisha Saha Bhowmick
, Eduard C. Dragut
, Weiyi Meng
:
TwiCS: Lightweight Entity Mention Detection in Targeted Twitter Streams. 1043-1057 - Fadi Hassan
, David Sánchez
, Josep Domingo-Ferrer
:
Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings. 1058-1071 - Chen Jason Zhang
, Haodi Zhang
, Weiteng Xie
, Nan Liu, Kaishun Wu
, Lei Chen
:
Where to: Crowd-Aided Path Selection by Selective Bayesian Network. 1072-1087
Volume 35, Number 2, February 2023
- Yuqing Zhu
, Jing Tang
, Xueyan Tang
, Sibo Wang
, Andrew Lim
:
2-hop+ Sampling: Efficient and Effective Influence Estimation. 1088-1103 - Zhixin Qi
, Hongzhi Wang
, Haoran Zhang:
A Dual-Store Structure for Knowledge Graphs. 1104-1118 - Jianqiu Xu
, Zhifeng Bao
, Hua Lu
:
A Framework to Support Continuous Range Queries Over Multi-Attribute Trajectories. 1119-1133 - Jianfeng Qu
, Wen Hua
, Dantong Ouyang
, Xiaofang Zhou
:
A Noise-Aware Method With Type Constraint Pattern for Neural Relation Extraction. 1134-1148 - Di Jin
, Zhizhi Yu
, Pengfei Jiao
, Shirui Pan
, Dongxiao He
, Jia Wu
, Philip S. Yu
, Weixiong Zhang:
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning. 1149-1170 - Feng Zhu
, Yan Wang
, Jun Zhou, Chaochao Chen
, Longfei Li
, Guanfeng Liu
:
A Unified Framework for Cross-Domain and Cross-System Recommendations. 1171-1184 - Huaxiong Li
, Chao Zhang
, Xiuyi Jia
, Yang Gao
, Chunlin Chen
:
Adaptive Label Correlation Based Asymmetric Discrete Hashing for Cross-Modal Retrieval. 1185-1199 - Dongxiao He
, Tao Wang
, Lu Zhai, Di Jin
, Liang Yang
, Yuxiao Huang
, Zhiyong Feng
, Philip S. Yu
:
Adversarial Representation Mechanism Learning for Network Embedding. 1200-1213 - Guangda Huzhang
, Zhen-Jia Pang, Yongqing Gao, Yawen Liu, Weijie Shen, Wen-Ji Zhou
, Qianying Lin, Qing Da, Anxiang Zeng
, Han Yu
, Yang Yu
, Zhi-Hua Zhou
:
AliExpress Learning-to-Rank: Maximizing Online Model Performance Without Going Online. 1214-1226 - Xiaxia Wang
, Gong Cheng
, Jeff Z. Pan, Evgeny Kharlamov, Yuzhong Qu:
BANDAR: Benchmarking Snippet Generation Algorithms for (RDF) Dataset Search. 1227-1241 - Lianwei Wu
, Yuan Rao, Cong Zhang, Yongqiang Zhao, Ambreen Nazir
:
Category-Controlled Encoder-Decoder for Fake News Detection. 1242-1257 - Tianye Zhang
, Haozhe Feng
, Wei Chen
, Zexian Chen, Wenting Zheng, Xiaonan Luo
, Wenqi Huang, Anthony K. H. Tung:
ChartNavigator: An Interactive Pattern Identification and Annotation Framework for Charts. 1258-1269 - Maximilian Toller
, Bernhard C. Geiger
, Roman Kern
:
Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory. 1270-1282 - Zhengxiao Du
, Chang Zhou, Jiangchao Yao, Teng Tu
, Letian Cheng, Hongxia Yang, Jingren Zhou, Jie Tang
:
CogKR: Cognitive Graph for Multi-Hop Knowledge Reasoning. 1283-1295 - Zhenguang Liu
, Peng Qian
, Xiaoyang Wang
, Yuan Zhuang, Lin Qiu, Xun Wang
:
Combining Graph Neural Networks With Expert Knowledge for Smart Contract Vulnerability Detection. 1296-1310 - Ming-Chuan Yang
, Meng Chang Chen
:
Composite Neural Network: Theory and Application to PM2.5 Prediction. 1311-1323 - Harry Kai-Ho Chan
, Shengxin Liu
, Cheng Long
, Raymond Chi-Wing Wong:
Cost-Aware and Distance-Constrained Collective Spatial Keyword Query. 1324-1336 - Xiaofeng Gao
, Wenyi Xu, Zixuan Zhang, Yan Tang
, Guihai Chen:
Cross-Platform Event Popularity Analysis via Dynamic Time Warping and Neural Prediction. 1337-1350 - Chen Gao
, Tzu-Heng Lin
, Nian Li, Depeng Jin, Yong Li
:
Cross-Platform Item Recommendation for Online Social E-Commerce. 1351-1364 - Donglin Zhang
, Xiaojun Wu
, Tianyang Xu
, He-Feng Yin
:
DAH: Discrete Asymmetric Hashing for Efficient Cross-Media Retrieval. 1365-1378 - Qiuqiang Lin
, Chuanhou Gao
:
Discovering Categorical Main and Interaction Effects Based on Association Rule Mining. 1379-1390 - Tao Yao
, Yiru Li, Weili Guan
, Gang Wang, Ying Li
, Lianshan Yan
, Qi Tian
:
Discrete Robust Matrix Factorization Hashing for Large-Scale Cross-Media Retrieval. 1391-1401 - Yuanxun Zhang, Prasad Calyam
, Trupti Joshi
, Satish S. Nair
, Dong Xu
:
Domain-Specific Topic Model for Knowledge Discovery in Computational and Data-Intensive Scientific Communities. 1402-1420 - Qiaomin Yi, Ning Yang
, Philip S. Yu
:
Dual Adversarial Variational Embedding for Robust Recommendation. 1421-1433 - Rui Kang
, Hongzhi Wang
:
Dynamic Relation Repairing for Knowledge Enhancement. 1434-1445 - Yu Chen
, Yong Zhang
, Jin Wang
, Jiacheng Wu
, Chunxiao Xing:
Efficient EMD-Based Similarity Search via Batch Pruning and Incremental Computation. 1446-1459 - Dawei Cheng
, Chen Chen
, Xiaoyang Wang
, Sheng Xiang:
Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs. 1460-1472 - Mi Zhang
, Daizong Ding, Xudong Pan
, Min Yang
:
Enhancing Time Series Predictors With Generalized Extreme Value Loss. 1473-1487 - Zheng Dong
, Xiangwu Meng
, Yujie Zhang
:
Exploiting Category-Level Multiple Characteristics for POI Recommendation. 1488-1501 - Ke Wang
, Ning Xu
, Miaogen Ling
, Xin Geng
:
Fast Label Enhancement for Label Distribution Learning. 1502-1514 - Zhen Wang
, Xiangfeng Dai
, Peican Zhu
, Rong Wang
, Xuelong Li
, Feiping Nie
:
Fast Optimization of Spectral Embedding and Improved Spectral Rotation. 1515-1527 - Sijie Ruan
, Xi Fu, Cheng Long
, Zi Xiong, Jie Bao, Ruiyuan Li
, Yiheng Chen, Shengnan Wu
, Yu Zheng
:
Filling Delivery Time Automatically Based on Couriers' Trajectories. 1528-1540 - Dimitris Bertsimas
, Vassilis Digalakis
:
Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme. 1541-1553 - Wenfei Fan
, Muyang Liu, Ping Lu
, Qiang Yin:
Graph Algorithms With Partition Transparency. 1554-1566 - Yongsen Zheng, Pengxu Wei
, Ziliang Chen
, Yang Cao, Liang Lin
:
Graph-Convolved Factorization Machines for Personalized Recommendation. 1567-1580 - Ruijia Wang
, Chuan Shi
, Tianyu Zhao
, Xiao Wang
, Yanfang Ye
:
Heterogeneous Information Network Embedding With Adversarial Disentangler. 1581-1593 - Jianliang Gao
, Jun Gao
, Xiaoting Ying, Mingming Lu
, Jian-Xin Wang
:
Higher-Order Interaction Goes Neural: A Substructure Assembling Graph Attention Network for Graph Classification. 1594-1608 - Yu Zheng
, Chen Gao
, Xiangnan He
, Depeng Jin, Yong Li
:
Incorporating Price into Recommendation With Graph Convolutional Networks. 1609-1623 - Wei Fan
, Kunpeng Liu
, Hao Liu
, Yong Ge
, Hui Xiong, Yanjie Fu
:
Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop. 1624-1636 - Yaming Yang
, Ziyu Guan
, Jianxin Li
, Wei Zhao
, Jiangtao Cui
, Quan Wang
:
Interpretable and Efficient Heterogeneous Graph Convolutional Network. 1637-1650 - Aviad Elyashar
, Rami Puzis
, Michael Fire
:
It Runs in the Family: Unsupervised Algorithm for Alternative Name Suggestion Using Digitized Family Trees. 1651-1666 - Pengkun Wang
, Chuancai Ge, Zhengyang Zhou
, Xu Wang
, Yuantao Li
, Yang Wang
:
Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction. 1667-1680 - Fan Yang
, Fuzhong Xue, Yanchun Zhang
, George Karypis:
Kernelized Multitask Learning Method for Personalized Signaling Adverse Drug Reactions. 1681-1694 - Xiuyi Jia
, Xiaoxia Shen
, Weiwei Li
, Yunan Lu
, Jihua Zhu
:
Label Distribution Learning by Maintaining Label Ranking Relation. 1695-1707 - Xiuyi Jia
, Yunan Lu
, Fangwen Zhang:
Label Enhancement by Maintaining Positive and Negative Label Relation. 1708-1720 - Xupeng Miao
, Wentao Zhang, Yingxia Shao
, Bin Cui
, Lei Chen
, Ce Zhang, Jiawei Jiang:
Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-Aware Deep Architecture. 1721-1733 - Jia-Nan Guo
, Xian-Ling Mao
, Tian Lan, Rongxin Tu, Wei Wei
, Heyan Huang
:
LASH: Large-Scale Academic Deep Semantic Hashing. 1734-1746 - Lu Bai
, Yuhang Jiao, Lixin Cui, Luca Rossi, Yue Wang, Philip S. Yu
, Edwin R. Hancock
:
Learning Graph Convolutional Networks Based on Quantum Vertex Information Propagation. 1747-1760 - Yixin Cao
, Jun Kuang
, Ming Gao
, Aoying Zhou, Yonggang Wen
, Tat-Seng Chua
:
Learning Relation Prototype From Unlabeled Texts for Long-Tail Relation Extraction. 1761-1774 - Ruoyang Guo
, Bo Qin
, Yuncheng Wu, Ruixuan Liu, Hong Chen
, Cuiping Li
:
LuxGeo: Efficient and Security-Enhanced Geometric Range Queries. 1775-1790 - Chen Chen
, Yanping Wu, Renjie Sun
, Xiaoyang Wang
:
Maximum Signed $\theta$θ-Clique Identification in Large Signed Graphs. 1791-1802 - Jhomara Luzuriaga, Emir Muñoz
, Henry Rosales-Méndez
, Aidan Hogan
:
Merging Web Tables for Relation Extraction With Knowledge Graphs. 1803-1816 - Daheng Wang
, Zhihan Zhang, Yihong Ma, Tong Zhao
, Tianwen Jiang, Nitesh V. Chawla
, Meng Jiang
:
Modeling Co-Evolution of Attributed and Structural Information in Graph Sequence. 1817-1830 - Yuyang Gao
, Tanmoy Chowdhury, Lingfei Wu
, Liang Zhao
:
Modeling Health Stage Development of Patients With Dynamic Attributed Graphs in Online Health Communities. 1831-1843 - Bin-Bin Jia
, Min-Ling Zhang
:
Multi-Dimensional Classification via Decomposed Label Encoding. 1844-1856 - Ahmad Qutbuddin
, KwangSoo Yang
:
Multiple Resource Network Voronoi Diagram. 1857-1871 - Zhiping Lin
, Zhao Kang
, Lizong Zhang
, Ling Tian
:
Multi-View Attributed Graph Clustering. 1872-1880 - Thanh Trung Huynh, Chi Thang Duong, Thanh Tam Nguyen, Tong Van Vinh, Abdul Sattar
, Hongzhi Yin
, Quoc Viet Hung Nguyen:
Network Alignment With Holistic Embeddings. 1881-1894 - Xiao Liu
, Li Mian, Yuxiao Dong
, Fanjin Zhang
, Jing Zhang
, Jie Tang
, Peng Zhang
, Jibing Gong
, Kuansan Wang:
OAG$_{\mathrm {know}}$ know : Self-Supervised Learning for Linking Knowledge Graphs. 1895-1908 - Di Wu
, Fan Zhou
, Boyu Wang
, Qicheng Lao
, Chi Man Wong
, Changjian Shui
, Yuan Zhou
, Feng Wan
:
On the Benefits of Two Dimensional Metric Learning. 1909-1921 - Guohao Sun
, Guanfeng Liu
, Yan Wang
, Mehmet A. Orgun
, Quan Z. Sheng
, Xiaofang Zhou
:
Partition-Aware Graph Pattern Based Node Matching With Updates. 1922-1937 - Yuan Yuan
, Fengli Xu, Hancheng Cao, Guozhen Zhang
, Pan Hui
, Yong Li
, Depeng Jin:
Persuade to Click: Context-Aware Persuasion Model for Online Textual Advertisement. 1938-1951 - Xiaolong Fan
, Maoguo Gong
, Yue Wu
, A. Kai Qin
, Yu Xie
:
Propagation Enhanced Neural Message Passing for Graph Representation Learning. 1952-1964 - Jinjing Shi
, Yongze Tang
, Yuhu Lu, Yanyan Feng
, Ronghua Shi, Shichao Zhang
:
Quantum Circuit Learning With Parameterized Boson Sampling. 1965-1976 - Ioannis Xarchakos
, Nick Koudas
:
Querying for Interactions. 1977-1990 - Yunlong Gao
, Tingting Lin
, Yisong Zhang
, Sizhe Luo, Feiping Nie
:
Robust Principal Component Analysis Based on Discriminant Information. 1991-2003 - Can Wang
, Jiawei Chen
, Sheng Zhou
, Qihao Shi, Yan Feng
, Chun Chen
:
SamWalker++: Recommendation With Informative Sampling Strategy. 2004-2018 - Xubo Wang
, Dong Wen
, Lu Qin
, Lijun Chang
, Ying Zhang
, Wenjie Zhang
:
ScaleG: A Distributed Disk-Based System for Vertex-Centric Graph Processing. 2019-2033 - Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu
, Lu Chen, Kai Zheng
, Christian S. Jensen
:
SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation. 2034-2047 - Gustavo H. F. M. Oliveira
, Leandro L. Minku
, Adriano L. I. Oliveira
:
Tackling Virtual and Real Concept Drifts: An Adaptive Gaussian Mixture Model Approach. 2048-2060 - Li Cai, Haoyu Wang
, Cong Sha, Fang Jiang, Yihan Zhang, Wei Zhou
:
The Mining of Urban Hotspots Based on Multi-Source Location Data Fusion. 2061-2077 - Ziqiang Cheng
, Yang Yang, Shuo Jiang, Wenjie Hu
, Zhangchi Ying, Ziwei Chai
, Chunping Wang:
Time2Graph+: Bridging Time Series and Graph Representation Learning via Multiple Attentions. 2078-2090 - Jinyin Chen
, Jian Zhang, Zhi Chen, Min Du, Qi Xuan
:
Time-Aware Gradient Attack on Dynamic Network Link Prediction. 2091-2102 - Tong Chen
, Hongzhi Yin
, Jie Ren, Zi Huang
, Xiangliang Zhang
, Hao Wang:
Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning. 2103-2117 - Yuxin Zhang
, Yiqiang Chen
, Jindong Wang
, Zhiwen Pan:
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals. 2118-2132 - Jia Liu
, Tianrui Li
, Shenggong Ji
, Peng Xie, Shengdong Du
, Fei Teng
, Junbo Zhang
:
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding. 2133-2146 - Enrique Amigó
, Julio Gonzalo
, Stefano Mizzaro
:
What is My Problem? Identifying Formal Tasks and Metrics in Data Mining on the Basis of Measurement Theory. 2147-2157 - Xinrui Wang
, Hong Gao
, Zhipeng Cai
, Jianzhong Li
:
Who Should Deserve Investment? Attractive Individual and Group Search in Dynamic Information Networks. 2158-2172 - Yaping Zheng
, Xiaofeng Zhang
, Shiyi Chen, Xinni Zhang
, Xiaofei Yang
, Di Wang
:
When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method. 2173-2178
Volume 35, Number 3, March 2023
- Shiwei Wei
, Yuping Wang
, Yiu-ming Cheung
:
A Branch Elimination-Based Efficient Algorithm for Large-Scale Multiple Longest Common Subsequence Problem. 2179-2192 - Zheng Xiao
, PengCheng Wei
, Anthony Theodore Chronopoulos
, Anne C. Elster:
A Distributed Integrated Feature Selection Scheme for Column Subset Selection. 2193-2205 - Xiao Li
, Zhihui Zhu
, Qiuwei Li
, Kai Liu
:
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. 2206-2219 - Bo Liu
, Zhiyong Che, Haowen Zhong
, Yanshan Xiao
:
A Ranking Based Multi-View Method for Positive and Unlabeled Graph Classification. 2220-2230 - Youpeng Hu
, Xunkai Li
, Yujie Wang
, Yixuan Wu
, Yining Zhao
, Chenggang Yan
, Jian Yin
, Yue Gao
:
Adaptive Hypergraph Auto-Encoder for Relational Data Clustering. 2231-2242 - Pengfei Ding
, Guanfeng Liu
, Yan Wang
, Kai Zheng
, Xiaofang Zhou
:
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery. 2243-2257 - Benyuan Yang
, Hesuan Hu
:
Analysis of Authorization Constraints via Integer Linear Programming. 2258-2271 - Kunpeng Liu
, Yanjie Fu
, Le Wu
, Xiaolin Li, Charu Aggarwal
, Hui Xiong:
Automated Feature Selection: A Reinforcement Learning Perspective. 2272-2284 - Zhenyu Hou
, Yukuo Cen
, Yuxiao Dong
, Jie Zhang, Jie Tang
:
Automated Unsupervised Graph Representation Learning. 2285-2298 - Dan Shi
, Lei Zhu
, Jingjing Li
, Zhiyong Cheng
, Zhenguang Liu
:
Binary Label Learning for Semi-Supervised Feature Selection. 2299-2312 - Yalan Qin
, Guorui Feng
, Yanli Ren
, Xinpeng Zhang
:
Block-Diagonal Guided Symmetric Nonnegative Matrix Factorization. 2313-2325 - Jianxin Chang, Chen Gao
, Xiangnan He
, Depeng Jin, Yong Li
:
Bundle Recommendation and Generation With Graph Neural Networks. 2326-2340 - Chen Jason Zhang
, Haodi Zhang
, Qifan Li, Kaishun Wu
, Di Jiang
, Yuanfeng Song, Peiguang Lin
, Lei Chen
:
Burstiness-Aware Web Search Analysis on Different Levels of Evidences. 2341-2352 - Yuechen Tao
, Bo Li
, Baochun Li
, Lei Chen
:
Characterizing Performance Limits in Payment Channel Networks. 2353-2365 - James J. Q. Yu
:
Citywide Estimation of Travel Time Distributions With Bayesian Deep Graph Learning. 2366-2378 - Jiewen Guan
, Xin Huang
, Bilian Chen
:
Community-Aware Social Recommendation: A Unified SCSVD Framework. 2379-2393 - Ehsan Hallaji
, Maryam Farajzadeh-Zanjani
, Roozbeh Razavi-Far
, Vasile Palade
, Mehrdad Saif
:
Constrained Generative Adversarial Learning for Dimensionality Reduction. 2394-2405 - Shangsong Liang
, Shaowei Tang
, Zaiqiao Meng
, Qiang Zhang
:
Cross-Temporal Snapshot Alignment for Dynamic Networks. 2406-2420 - Renjie Wu
, Eamonn J. Keogh:
Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress. 2421-2429 - Hao Wang
, Defu Lian
, Hanghang Tong, Qi Liu
, Zhenya Huang
, Enhong Chen
:
Decoupled Representation Learning for Attributed Networks. 2430-2444 - Dongjing Miao
, Zhipeng Cai
, Jianzhong Li
:
Deletion Propagation Revisited for Multiple Key Preserving Views. 2445-2456 - Fujin Zhu
, Jie Lu
, Adi Lin, Junyu Xuan
, Guangquan Zhang
:
Direct Learning With Multi-Task Neural Networks for Treatment Effect Estimation. 2457-2470 - Kai Wang, Wenjie Zhang, Ying Zhang, Lu Qin, Yuting Zhang:
Discovering Significant Communities on Bipartite Graphs: An Index-Based Approach. 2471-2485 - Shuang Liang
, Jie Shao
, Dongyang Zhang, Jiasheng Zhang, Bin Cui
:
DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion. 2486-2499 - Xuliang Zhu
, Xin Huang
, Byron Choi
, Jianliang Xu
, William K. Cheung
, Yanchun Zhang
, Jiming Liu
:
Efficient and Optimal Algorithms for Tree Summarization With Weighted Terminologies. 2500-2514 - Zhe Wang
, Peng Xiao, Kewen Wang
, Zhiqiang Zhuang, Hai Wan:
Efficient Datalog Rewriting for Query Answering in TGD Ontologies. 2515-2528 - Dingming Wu
, Erjia Xiao
, Yi Zhu, Christian S. Jensen
, Kezhong Lu
:
Efficient Retrieval of the Top-$k$k Most Relevant Event-Partner Pairs. 2529-2543 - Ziwei Zhang
, Peng Cui
, Jian Pei
, Xin Wang
, Wenwu Zhu
:
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs. 2544-2555 - Wei Shen
, Yuhan Li
, Yinan Liu, Jiawei Han, Jianyong Wang
, Xiaojie Yuan:
Entity Linking Meets Deep Learning: Techniques and Solutions. 2556-2578 - Tianyi Gu, Kaiwen Huang, Jie Zhang
, Kai Zhang
, Ping Li
:
Fast Convolutional Factorization Machine With Enhanced Robustness. 2579-2589 - Junfeng Zhou
, Jeffrey Xu Yu
, Yaxian Qiu, Xian Tang, Ziyang Chen
, Ming Du
:
Fast Reachability Queries Answering Based on $\mathsf{RCN}$RCN Reduction. 2590-2609 - Cheng Qiao
, Kenneth N. Brown
, Fan Zhang, Zhihong Tian
:
Adaptive Asynchronous Clustering Algorithms for Wireless Mesh Networks. 2610-2627 - Shuyi Zhang
, Peter Tino
, Xin Yao
:
Hierarchical Reduced-Space Drift Detection Framework for Multivariate Supervised Data Streams. 2628-2640 - Shu Zhao
, Ziwei Du, Jie Chen, Yanping Zhang, Jie Tang
, Philip S. Yu
:
Hierarchical Representation Learning for Attributed Networks. 2641-2656 - Jing Ma
, Jun Li
, Wei Gao
, Yang Yang
, Kam-Fai Wong:
Improving Rumor Detection by Promoting Information Campaigns With Transformer-Based Generative Adversarial Learning. 2657-2670 - Jun Yin, Shiliang Sun
:
Incomplete Multi-View Clustering With Reconstructed Views. 2671-2682 - Wen Wang
, Wei Zhang
, Shukai Liu
, Qi Liu
, Bo Zhang
, Leyu Lin
, Hongyuan Zha:
Incorporating Link Prediction into Multi-Relational Item Graph Modeling for Session-Based Recommendation. 2683-2696 - Kai Ming Ting, Bi-Cun Xu
, Takashi Washio
, Zhi-Hua Zhou:
Isolation Distributional Kernel: A New Tool for Point and Group Anomaly Detections. 2697-2710 - Shichao Zhang
, Jiaye Li
:
KNN Classification With One-Step Computation. 2711-2723 - Weidong Li
, Rong Peng
, Zhi Li
:
Knowledge Graph Completion by Jointly Learning Structural Features and Soft Logical Rules. 2724-2735 - Yang Yang
, Zhen-Qiang Sun, Hengshu Zhu
, Yanjie Fu, Yuanchun Zhou
, Hui Xiong, Jian Yang
:
Learning Adaptive Embedding Considering Incremental Class. 2736-2749 - Shuai Yang
, Kui Yu
, Fuyuan Cao
, Lin Liu
, Hao Wang
, Jiuyong Li
:
Learning Causal Representations for Robust Domain Adaptation. 2750-2764 - Hao Peng
, Jianxin Li
, Zheng Wang
, Renyu Yang
, Mingsheng Liu, Mingming Zhang
, Philip S. Yu
, Lifang He
:
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. 2765-2780 - Shuang Li, Wenxuan Ma
, Jinming Zhang, Chi Harold Liu
, Jian Liang
, Guoren Wang:
Meta-Reweighted Regularization for Unsupervised Domain Adaptation. 2781-2795 - Wei Zeng
, Chengqiao Lin, Kang Liu
, Juncong Lin
, Anthony K. H. Tung:
Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction. 2796-2808 - Ying Sun
, Fuzhen Zhuang
, Hengshu Zhu
, Xin Song
, Qing He, Hui Xiong:
Modeling the Impact of Person-Organization Fit on Talent Management With Structure-Aware Attentive Neural Networks. 2809-2822 - Luming Sun
, Cuiping Li
, Tao Ji
, Hong Chen
:
MOSE: A Monotonic Selectivity Estimator Using Learned CDF. 2823-2836 - Yang Hu
, Ze Yang
, Wenchang Hou
:
Multiple Receding Imputation of Time Series Based on Similar Conditions Screening. 2837-2846 - Shuai Zhang
, Kun Zhu
, Wenyu Zhang
:
Multivariate Correlation Matrix-Based Deep Learning Model With Enhanced Heuristic Optimization for Short-Term Traffic Forecasting. 2847-2858 - Junaid Ali
, Mahmoudreza Babaei
, Abhijnan Chakraborty, Baharan Mirzasoleiman, Krishna P. Gummadi
, Adish Singla:
On the Fairness of Time-Critical Influence Maximization in Social Networks. 2875-2886 - Zengyou He
, Xiaoqi Wei
, Wenfang Chen, Yan Liu
:
On the Statistical Significance of a Community Structure. 2887-2900 - Dianlong You
, Yang Wang, Jiawei Xiao, Yaojin Lin
, Maosheng Pan, Zhen Chen
, Limin Shen
, Xindong Wu:
Online Multi-Label Streaming Feature Selection With Label Correlation. 2901-2915 - Hong Xie
, Pei Yi, Yongkun Li
, John C. S. Lui
:
Optimizing Random Walk Based Statistical Estimation Over Graphs via Bootstrapping. 2916-2929 - Heli Sun
, Ning Wang, Jingyu Jia, Jianbin Huang
, Hui Xiong, Liang He
, Xinwang Liu
, Shan Zhang, Shaojie Qiao
, Jizhong Zhao:
Platform-Oriented Event Time Allocation. 2930-2942 - Hongwei Huo
, Peng Long, Jeffrey Scott Vitter
:
Practical High-Order Entropy-Compressed Text Self-Indexing. 2943-2960 - Seiya Jumonji, Kazuya Sakai
, Min-Te Sun
, Wei-Shinn Ku
:
Privacy-Preserving Collaborative Filtering Using Fully Homomorphic Encryption. 2961-2974 - Zijie Pan
, Li Hu
, Weixuan Tang
, Jin Li
, Yi He
, Zheli Liu
:
Privacy-Preserving Multi-Granular Federated Neural Architecture Search - A General Framework. 2975-2986 - Debajyoti Bera
, Rameshwar Pratap
, Bhisham Dev Verma
, Biswadeep Sen
, Tanmoy Chakraborty
:
QUINT: Node Embedding Using Network Hashing. 2987-3000 - Xiaowei Zhao
, Feiping Nie
, Rong Wang
, Xuelong Li
:
Robust Fuzzy K-Means Clustering With Shrunk Patterns Learning. 3001-3013 - Wenwen Qiang
, Jiangmeng Li
, Changwen Zheng
, Bing Su
, Hui Xiong:
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. 3014-3029 - Mengbo You
, Aihong Yuan
, Min Zou
, Dongjian He
, Xuelong Li
:
Robust Unsupervised Feature Selection via Multi-Group Adaptive Graph Representation. 3030-3044 - Meng Li
, Zheyu Miao
, Di Wu, Feifei Li, Sheng Wang, Wei Cao, Zhi Qiao, Yubin Ruan, Yukun Liang, Jimmy Yang, Haipeng Dai
, Guihai Chen
:
ROVEC: Runtime Optimization of Vectorized Expression Evaluation for Column Store. 3045-3058 - Yuandong Wang, Hongzhi Yin
, Lian Wu
, Tong Chen
, Chunyang Liu:
Secure Your Ride: Real-Time Matching Success Rate Prediction for Passenger-Driver Pairs. 3059-3071 - Jing Li
, Peng Han
, Xiangnan Ren
, Jilin Hu
, Lisi Chen, Shuo Shang
:
Sequence Labeling With Meta-Learning. 3072-3086 - Pinghua Xu
, Wenbin Hu
, Jia Wu
, Weiwei Liu
, Yang Yang, Philip S. Yu
:
Signed Network Representation by Preserving Multi-Order Signed Proximity. 3087-3100 - Agus Sudjianto, Zebin Yang
, Aijun Zhang
:
Single-Index Model Tree. 3101-3114 - Qiyan Li, Yuanyuan Zhu
, Junhao Ye, Jeffrey Xu Yu
:
Skyline Group Queries in Large Road-Social Networks Revisited. 3115-3129 - Chuan Luo
, Sizhao Wang
, Tianrui Li
, Hongmei Chen
, Jiancheng Lv
, Zhang Yi
:
Spark Rough Hypercuboid Approach for Scalable Feature Selection. 3130-3144 - Zhenyu Qiu
, Jia Wu
, Wenbin Hu
, Bo Du
, Guocai Yuan, Philip S. Yu
:
Temporal Link Prediction With Motifs for Social Networks. 3145-3158 - Wenqi Wang
, Run Wang
, Lina Wang
, Zhibo Wang
, Aoshuang Ye
:
Towards a Robust Deep Neural Network Against Adversarial Texts: A Survey. 3159-3179 - Yali Fan, Zhen Tu, Tong Li, Hancheng Cao, Tong Xia
, Yong Li, Xiang Chen, Lin Zhang:
Understanding the Long-Term Dynamics of Mobile App Usage Context via Graph Embedding. 3180-3194 - Fanwei Zhu
, Yuan Fang
, Kai Zhang
, Kevin Chen-Chuan Chang, Hongtai Cao, Zhen Jiang, Minghui Wu
:
Unified and Incremental SimRank: Index-Free Approximation With Scheduled Principle. 3195-3210 - Wei Wei
, Qin Yue
, Kai Feng
, Junbiao Cui
, Jiye Liang
:
Unsupervised Dimensionality Reduction Based on Fusing Multiple Clustering Results. 3211-3223 - Jianyong Zhu
, Lihong Tao
, Hui Yang, Feiping Nie
:
Unsupervised Optimized Bipartite Graph Embedding. 3224-3238 - Lei Chen
, Fajie Yuan, Jiaxi Yang
, Xiangnan He
, Chengming Li
, Min Yang
:
User-Specific Adaptive Fine-Tuning for Cross-Domain Recommendations. 3239-3252 - Renjie Wu
, Audrey Der
, Eamonn J. Keogh:
When is Early Classification of Time Series Meaningful? 3253-3260 - Chaotao Chen, Di Jiang
, Jinhua Peng, Rongzhong Lian, Yawen Li, Chen Jason Zhang
, Lei Chen
, Lixin Fan:
Scalable Identity-Oriented Speech Retrieval. 3261-3265 - Jiapeng Zhang
, Shan Qu
, Qi Li, Huquan Kang, Luoyi Fu
, Haisong Zhang, Xinbing Wang
, Guihai Chen
:
On Social Network De-Anonymization With Communities: A Maximum A Posteriori Perspective. 2859-2874
Volume 35, Number 4, April 2023
- Qian Zhang
, Wenhui Liao, Guangquan Zhang
, Bo Yuan
, Jie Lu
:
A Deep Dual Adversarial Network for Cross-Domain Recommendation. 3266-3278 - Gianni Brauwers
, Flavius Frasincar
:
A General Survey on Attention Mechanisms in Deep Learning. 3279-3298 - Shaofei Wang
, Depeng Dang
:
A Generative Answer Aggregation Model for Sentence-Level Crowdsourcing Tasks. 3299-3312 - Jie Gui
, Zhenan Sun
, Yonggang Wen
, Dacheng Tao
, Jieping Ye:
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. 3313-3332 - Lefeng Zhang
, Tianqing Zhu
, Ping Xiong, Wanlei Zhou
, Philip S. Yu
:
A Robust Game-Theoretical Federated Learning Framework With Joint Differential Privacy. 3333-3346 - Qinbin Li
, Zeyi Wen
, Zhaomin Wu
, Sixu Hu, Naibo Wang
, Yuan Li
, Xu Liu, Bingsheng He:
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection. 3347-3366 - Hui Sun, Tianqing Zhu
, Zhiqiu Zhang, Dawei Jin
, Ping Xiong, Wanlei Zhou
:
Adversarial Attacks Against Deep Generative Models on Data: A Survey. 3367-3388 - Chenxu Zhu
, Bo Chen
, Weinan Zhang
, Jincai Lai, Ruiming Tang
, Xiuqiang He, Zhenguo Li, Yong Yu:
AIM: Automatic Interaction Machine for Click-Through Rate Prediction. 3389-3403 - Jung-Hsien Chiang
, Chung-Yao Ma
, Chi-Shiang Wang
, Pei-Yi Hao
:
An Adaptive, Context-Aware, and Stacked Attention Network-Based Recommendation System to Capture Users' Temporal Preference. 3404-3418 - Wuning Tong, Yuping Wang
, Delong Liu:
An Adaptive Clustering Algorithm Based on Local-Density Peaks for Imbalanced Data Without Parameters. 3419-3432 - Feiping Nie
, Ziheng Li
, Rong Wang
, Xuelong Li:
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation. 3433-3443 - Quan Wang
, Fei Wang
, Fuji Ren
, Zhongheng Li
, Feiping Nie
:
An Effective Clustering Optimization Method for Unsupervised Linear Discriminant Analysis. 3444-3457 - Lijun Dong
, Dongyang Zhao
, Xiaoai Zhang
, Xinchuan Li
, Xiaojun Kang
, Hong Yao
:
Anchors-Based Incremental Embedding for Growing Knowledge Graphs. 3458-3470 - Guangyu Huo
, Yong Zhang
, Junbin Gao
, Boyue Wang
, Yongli Hu
, Baocai Yin
:
CaEGCN: Cross-Attention Fusion Based Enhanced Graph Convolutional Network for Clustering. 3471-3483 - Xovee Xu
, Fan Zhou
, Kunpeng Zhang
, Siyuan Liu
, Goce Trajcevski
:
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction. 3484-3499 - Weijian Chen
, Fuli Feng
, Qifan Wang, Xiangnan He
, Chonggang Song, Guohui Ling, Yongdong Zhang
:
CatGCN: Graph Convolutional Networks With Categorical Node Features. 3500-3511 - Conor Fahy
, Shengxiang Yang
, Mario Gongora
:
Classification in Dynamic Data Streams With a Scarcity of Labels. 3512-3524 - Fan Yang
, Adina Crainiceanu
, Zhiyuan Chen, Don Needham:
Cluster-Based Joins for Federated SPARQL Queries. 3525-3539 - Shilin Qu
, Fajie Yuan
, Guibing Guo
, Liguang Zhang, Wei Wei
:
CmnRec: Sequential Recommendations With Chunk-Accelerated Memory Network. 3540-3550 - Xianli Zhang
, Buyue Qian
, Yang Li, Shilei Cao
, Ian Davidson:
Context-Aware and Time-Aware Attention-Based Model for Disease Risk Prediction With Interpretability. 3551-3562 - Qika Lin
, Jun Liu
, Lingling Zhang
, Yudai Pan
, Xin Hu
, Fangzhi Xu, Hongwei Zeng
:
Contrastive Graph Representations for Logical Formulas Embedding. 3563-3574 - Yang Yang
, Da-Wei Zhou
, De-Chuan Zhan
, Hui Xiong, Yuan Jiang, Jian Yang
:
Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling. 3575-3588 - Tianfu He
, Jie Bao, Yexin Li, Hui He
, Yu Zheng
:
Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes' Trajectories. 3589-3602 - Mostafa Milani
, Yu Huang
, Fei Chiang
:
Data Anonymization With Diversity Constraints. 3603-3618 - Chuan Ma
, Long Yuan
, Li Han
, Ming Ding
, Raghav Bhaskar, Jun Li:
Data Level Privacy Preserving: A Stochastic Perturbation Approach Based on Differential Privacy. 3619-3631 - Yifan Li
, Xiaoyan Peng
, Jia Zhang
, Zhiyong Li
, Ming Wen
:
DCT-GAN: Dilated Convolutional Transformer-Based GAN for Time Series Anomaly Detection. 3632-3644 - Mubashir Imran
, Hongzhi Yin
, Tong Chen
, Zi Huang
, Kai Zheng
:
DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information Networks. 3645-3657 - Debajyoti Bera
, Rameshwar Pratap
, Bhisham Dev Verma
:
Dimensionality Reduction for Categorical Data. 3658-3671 - Xavier Ferrer Aran
, Tom van Nuenen, Natalia Criado
, Jose M. Such
:
Discovering and Interpreting Biased Concepts in Online Communities. 3672-3683 - Yifeng Jin, Zijing Tan
, Jixuan Chen, Shuai Ma
:
Discovery of Approximate Lexicographical Order Dependencies. 3684-3698 - Dapeng Zhang
, Feng Xiao
:
Dynamic Auto-Structuring Graph Neural Network: A Joint Learning Framework for Origin-Destination Demand Prediction. 3699-3711 - Tingting Wang
, Hui Luo
, Zhifeng Bao
, Lei Duan
:
Dynamic Ridesharing With Minimal Regret: Towards an Enhanced Engagement Among Three Stakeholders. 3712-3726 - Chengcheng Yang
, Lisi Chen
, Hao Wang
, Shuo Shang
, Rui Mao
, Xiangliang Zhang
:
Dynamic Set Similarity Join: An Update Log Based Approach. 3727-3741 - Tran Xuan Bach, Nguyen Duc Anh
, Ngo Van Linh
, Khoat Than
:
Dynamic Transformation of Prior Knowledge Into Bayesian Models for Data Streams. 3742-3750 - Yawen Chen
, Zeyi Wen
, Bingsheng He, Jian Chen
:
Efficient Decomposition Selection for Multi-class Classification. 3751-3764 - Xiaoping Liang
, Zhenjun Tang
, Ziqing Huang, Xianquan Zhang
, Shichao Zhang
:
Efficient Hashing Method Using 2D-2D PCA for Image Copy Detection. 3765-3778 - Wensheng Luo
, Xu Zhou
, Kenli Li
, Yunjun Gao
, Keqin Li
:
Efficient Influential Community Search in Large Uncertain Graphs. 3779-3793 - Xiaolong Wan
, Hongzhi Wang
:
Efficient Semi-External SCC Computation. 3794-3807 - Yafei Li
, Hongyan Gu, Rui Chen, Jianliang Xu
, Shangwei Guo
, Junxiao Xue
, Mingliang Xu
:
Efficient Top-k Matching for Publish/Subscribe Ride Hitching. 3808-3821 - Zhihong Fang
, Shaolin Tan
, Yaonan Wang
, Jinhu Lü
:
Elementary Subgraph Features for Link Prediction With Neural Networks. 3822-3831 - Yunbo Tang, Dan Chen
, Yiping Zuo, Xiaoqiang Lu
, Rajiv Ranjan
, Albert Y. Zomaya
, Quanming Yao, Xiaoli Li
:
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis. 3832-3845 - Yujia Zhou
, Zhicheng Dou
, Ji-Rong Wen:
Enhancing Potential Re-Finding in Personalized Search With Hierarchical Memory Networks. 3846-3857 - Yilin Zhang
, Ziran Li, Zhiyuan Liu
, Hai-Tao Zheng
, Ying Shen
, Lan Zhou:
Event Detection With Dynamic Word-Trigger-Argument Graph Neural Networks. 3858-3869 - Leye Wang
, Di Chai
, Xuanzhe Liu
, Liyue Chen
, Kai Chen
:
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework. 3870-3884 - Kaixiang Yang
, Yuchen Liu
, Zhiwen Yu
, C. L. Philip Chen
:
Extracting and Composing Robust Features With Broad Learning System. 3885-3896 - Xin Luo
, Yue Zhou, Zhigang Liu
, MengChu Zhou
:
Fast and Accurate Non-Negative Latent Factor Analysis of High-Dimensional and Sparse Matrices in Recommender Systems. 3897-3911 - Wei Huang, Jia Liu
, Tianrui Li
, Tianqiang Huang
, Shenggong Ji
, Jihong Wan
:
FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework. 3912-3924 - Di Jin
, Zhizhi Yu
, Dongxiao He
, Carl Yang, Philip S. Yu
, Jiawei Han:
GCN for HIN via Implicit Utilization of Attention and Meta-Paths. 3925-3937 - Wei Wang
, Xiaoyang Suo
, Xiangyu Wei, Bin Wang, Hao Wang
, Hong-Ning Dai
, Xiangliang Zhang
:
HGATE: Heterogeneous Graph Attention Auto-Encoders. 3938-3951 - Ning Liu
, Songlei Jian
, Dongsheng Li
, Yiming Zhang
, Zhiquan Lai, Hongzuo Xu
:
Hierarchical Adaptive Pooling by Capturing High-Order Dependency for Graph Representation Learning. 3952-3965 - Zi Chen
, Long Yuan
, Li Han
, Zhengping Qian:
Higher-Order Truss Decomposition in Graphs. 3966-3978 - Dragan Milicev
:
Hyper-Relations: A Model for Denormalization of Transactional Relational Databases. 3979-3990 - Yadan Luo
, Zi Huang
, Hongxu Chen
, Yang Yang
, Hongzhi Yin
, Mahsa Baktashmotlagh
:
Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph. 3991-4002 - Zitong Chen
, Ada Wai-Chee Fu, Cheng Long
, Yang Wu:
k-Pleased Querying. 4003-4017 - Haokun Chen
, Chenxu Zhu
, Ruiming Tang
, Weinan Zhang
, Xiuqiang He, Yong Yu:
Large-Scale Interactive Recommendation With Tree-Structured Reinforcement Learning. 4018-4032 - Bo Peng, Zhiyun Ren, Srinivasan Parthasarathy, Xia Ning
:
M2: Mixed Models With Preferences, Popularities and Transitions for Next-Basket Recommendation. 4033-4046 - Yuyang Ye
, Zheng Dong, Hengshu Zhu
, Tong Xu
, Xin Song
, Runlong Yu
, Hui Xiong
:
MANE: Organizational Network Embedding With Multiplex Attentive Neural Networks. 4047-4061 - Haonan Zhang, Luoyi Fu
, Jiaxin Ding, Feilong Tang
, Yao Xiao, Xinbing Wang
, Guihai Chen
, Chenghu Zhou:
Maximizing the Spread of Effective Information in Social Networks. 4062-4076 - Xusheng Zhao, Qiong Dai
, Jia Wu
, Hao Peng
, Mingsheng Liu, Xu Bai, Jianlong Tan, Senzhang Wang
, Philip S. Yu
:
Multi-View Tensor Graph Neural Networks Through Reinforced Aggregation. 4077-4091 - Schahram Dustdar
, Victor Casamayor-Pujol
, Praveen Kumar Donta
:
On Distributed Computing Continuum Systems. 4092-4105 - Wenchao Sun
, Muyang Ma, Pengjie Ren
, Yujie Lin
, Zhumin Chen, Zhaochun Ren
, Jun Ma, Maarten de Rijke
:
Parallel Split-Join Networks for Shared Account Cross-Domain Sequential Recommendations. 4106-4123 - Zhengyi Du
, Xiongtao Pang, Haifeng Qian
:
PartitionChain: A Scalable and Reliable Data Storage Strategy for Permissioned Blockchain. 4124-4136 - Xiangyu Hu, Tianqing Zhu
, Xuemeng Zhai, Wanlei Zhou
, Wei Zhao:
Privacy Data Propagation and Preservation in Social Media: A Real-World Case Study. 4137-4150 - Jeyamohan Neera
, Xiaomin Chen, Nauman Aslam
, Kezhi Wang
, Zhan Shu:
Private and Utility Enhanced Recommendations With Local Differential Privacy and Gaussian Mixture Model. 4151-4163 - Xun Jian
, Yue Wang
, Lei Chen
:
Publishing Graphs Under Node Differential Privacy. 4164-4177 - Yifan Zhu
, Qika Lin
, Hao Lu
, Kaize Shi
, Donglei Liu
, James Chambua, Shanshan Wan
, Zhendong Niu
:
Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network. 4178-4189 - Yanli Ji
, Yuhan Hu, Yang Yang
, Heng Tao Shen
:
Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition. 4190-4201 - Xiang Gao
, Wei Hu
, Guo-Jun Qi
:
Self-Supervised Graph Representation Learning via Topology Transformations. 4202-4215 - Lirong Wu
, Haitao Lin
, Cheng Tan
, Zhangyang Gao, Stan Z. Li
:
Self-Supervised Learning on Graphs: Contrastive, Generative, or Predictive. 4216-4235 - Viet Vo
, Xingliang Yuan
, Shi-Feng Sun
, Joseph K. Liu
, Surya Nepal
, Cong Wang
:
ShieldDB: An Encrypted Document Database With Padding Countermeasures. 4236-4252 - Zheng Wang
, Cheng Long
, Gao Cong
:
Similar Sports Play Retrieval With Deep Reinforcement Learning. 4253-4266 - Francesco Di Mauro
, K. Selçuk Candan
, Maria Luisa Sapino:
Tensor-Train Decomposition in the Presence of Interval-Valued Data. 4267-4280 - Satyaki Sikdar
, Daniel Gonzalez Cedre
, Trenton W. Ford
, Tim Weninger
:
The Infinity Mirror Test for Graph Models. 4281-4292 - Shenghua Liu
, Bin Zhou, Quan Ding
, Bryan Hooi, Zhengbo Zhang, Huawei Shen
, Xueqi Cheng:
Time Series Anomaly Detection With Adversarial Reconstruction Networks. 4293-4306 - Zihan Yan, Li Liu
, Xin Li
, William K. Cheung
, Youmin Zhang
, Qun Liu, Guoyin Wang
:
Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors. 4307-4320 - Zhao Zhang
, Fuzhen Zhuang
, Hengshu Zhu
, Chao Li
, Hui Xiong, Qing He, Yongjun Xu
:
Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning. 4321-4334 - Jinjing Shi
, Zhenhuan Li
, Wei Lai, Fangfang Li, Ronghua Shi, Yanyan Feng
, Shichao Zhang
:
Two End-to-End Quantum-Inspired Deep Neural Networks for Text Classification. 4335-4345 - Xin Guo
, Zhengxu Yu
, Pengfei Wang
, Zhongming Jin
, Jianqiang Huang, Deng Cai
, Xiaofei He, Xian-Sheng Hua
:
Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling. 4346-4356
Volume 35, Number 5, May 2023
- Fei Teng
, Yiming Liu, Tianrui Li
, Yi Zhang, Shuangqing Li, Yue Zhao
:
A Review on Deep Neural Networks for ICD Coding. 4357-4375 - Andrew LeClair
, Alicia Marinache
, Haya El Ghalayini, Wendy MacCaull, Ridha Khédri
:
A Review on Ontology Modularization Techniques - A Multi-Dimensional Perspective. 4376-4394 - Qingshuai Wang
, Yuming Li, Rong Zhang
, Ke Shu, Zhenjie Zhang, Aoying Zhou:
A Scalable Query-Aware Enormous Database Generator for Database Evaluation. 4395-4410 - Xiangyang Gou, Yinda Zhang
, Zhoujing Hu
, Long He, Ke Wang, Xilai Liu
, Tong Yang
, Yi Wang
, Bin Cui
:
A Sketch Framework for Approximate Data Stream Processing in Sliding Windows. 4411-4424 - Le Wu
, Xiangnan He
, Xiang Wang
, Kun Zhang
, Meng Wang
:
A Survey on Accuracy-Oriented Neural Recommendation: From Collaborative Filtering to Information-Rich Recommendation. 4425-4445 - Qingpeng Cai
, Can Cui
, Yiyuan Xiong
, Wei Wang
, Zhongle Xie
, Meihui Zhang
:
A Survey on Deep Reinforcement Learning for Data Processing and Analytics. 4446-4465 - Nicholas O. Malott
, Shangye Chen
, Philip A. Wilsey
:
A Survey on the High-Performance Computation of Persistent Homology. 4466-4484 - Lijun Chang
, Xing Feng, Kai Yao, Lu Qin
, Wenjie Zhang
:
Accelerating Graph Similarity Search via Efficient GED Computation. 4485-4498 - Heng Chang
, Yu Rong
, Tingyang Xu
, Wenbing Huang
, Honglei Zhang, Peng Cui
, Xin Wang
, Wenwu Zhu
, Junzhou Huang
:
Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge. 4499-4513 - Chao Zhang
, Kai Zhao
, Meng Chen
:
Beyond the Limits of Predictability in Human Mobility Prediction: Context-Transition Predictability. 4514-4526 - Shiyuan He, Weiyang Wang, Zheng Wang
, Xing Xu
, Yang Yang
, Xiaoming Wang
, Heng Tao Shen
:
Category Alignment Adversarial Learning for Cross-Modal Retrieval. 4527-4538 - Xovee Xu
, Fan Zhou
, Kunpeng Zhang
, Siyuan Liu
:
CCGL: Contrastive Cascade Graph Learning. 4539-4554 - Feng Xia
, Lei Wang
, Tao Tang
, Xin Chen
, Xiangjie Kong
, Giles Oatley
, Irwin King
:
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs. 4555-4569 - Rui Wang
, Yongkun Li
, Shuai Lin, Weijie Wu, Hong Xie
, Yinlong Xu, John C. S. Lui
:
Common Neighbors Matter: Fast Random Walk Sampling With Common Neighbor Awareness. 4570-4584 - Anjin Liu
, Jie Lu
, Yiliao Song
, Junyu Xuan
, Guangquan Zhang
:
Concept Drift Detection Delay Index. 4585-4597 - Alexandre Bazin
, Nicolas Gros, Aurélie Bertaux
, Christophe Nicolle
:
Condensed Representations of Association Rules in n-Ary Relations. 4598-4607 - Yu Zhao
, Han Zhou
, Anxiang Zhang
, Ruobing Xie
, Qing Li
, Fuzhen Zhuang
:
Connecting Embeddings Based on Multiplex Relational Graph Attention Networks for Knowledge Graph Entity Typing. 4608-4620 - Jia Liu
, Wei Huang
, Tianrui Li
, Shenggong Ji
, Junbo Zhang
:
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation. 4621-4633 - Huiling Qin
, Xianyuan Zhan
, Yu Zheng
:
CSCAD: Correlation Structure-Based Collective Anomaly Detection in Complex System. 4634-4645 - Chengliang Chai
, Jiayi Wang
, Yuyu Luo
, Zeping Niu, Guoliang Li
:
Data Management for Machine Learning: A Survey. 4646-4667 - Shaochen Yu
, Tianwa Chen
, Lei Han
, Gianluca Demartini
, Shazia Sadiq
:
DataOps-4G: On Supporting Generalists in Data Quality Discovery. 4668-4681 - Yunpeng Xiao
, Zhen Huang
, Qian Li
, Xingyu Lu
, Tun Li:
Diffusion Pixelation: A Game Diffusion Model of Rumor & Anti-Rumor Inspired by Image Restoration. 4682-4694 - Franco Maria Nardini
, Cosimo Rulli
, Salvatore Trani
, Rossano Venturini
:
Distilled Neural Networks for Efficient Learning to Rank. 4695-4712 - Faming Li
, Zhaonian Zou
, Jianzhong Li
:
Durable Subgraph Matching on Temporal Graphs. 4713-4726 - Keqiuyin Li
, Jie Lu
, Hua Zuo
, Guangquan Zhang
:
Dynamic Classifier Alignment for Unsupervised Multi-Source Domain Adaptation. 4727-4740 - Mengqi Zhang
, Shu Wu
, Xueli Yu, Qiang Liu
, Liang Wang:
Dynamic Graph Neural Networks for Sequential Recommendation. 4741-4753 - Yuhan Chai
, Lei Du
, Jing Qiu
, Lihua Yin, Zhihong Tian
:
Dynamic Prototype Network Based on Sample Adaptation for Few-Shot Malware Detection. 4754-4766 - Teng Qiu
, Yong-Jie Li
:
Fast LDP-MST: An Efficient Density-Peak-Based Clustering Method for Large-Size Datasets. 4767-4780 - Hong Chen
, Feiping Nie
, Rong Wang
, Xuelong Li
:
Fast Unsupervised Feature Selection With Bipartite Graph and $\ell _{2,0}$ℓ2,0-Norm Constraint. 4781-4793 - Ruili Wang
, Feng Hou
, Steven F. Cahan, Lily Chen
, Xiaoyun Jia, Wanting Ji:
Fine-Grained Entity Typing With a Type Taxonomy: A Systematic Review. 4794-4812 - Jiajia Chen
, Xin Xin, Xianfeng Liang, Xiangnan He
, Jun Liu
:
GDSRec: Graph-Based Decentralized Collaborative Filtering for Social Recommendation. 4813-4824 - Gong Cheng
, Qingxia Liu, Yuzhong Qu:
Generating Characteristic Summaries for Entity Descriptions. 4825-4837 - Chengjin Xu
, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
:
Geometric Algebra Based Embeddings for Static and Temporal Knowledge Graph Completion. 4838-4851 - Haopeng Ren, Yi Cai
, Raymond Y. K. Lau
, Ho-fung Leung
, Qing Li
:
Granularity-Aware Area Prototypical Network With Bimargin Loss for Few Shot Relation Classification. 4852-4866 - Wenwen Xia
, Yuchen Li
, Shenghong Li
:
Graph Neural Point Process for Temporal Interaction Prediction. 4867-4879 - You Li
, Bei Lin, Binli Luo, Ning Gui
:
Graph Representation Learning Beyond Node and Homophily. 4880-4893 - Yaming Yang
, Ziyu Guan
, Wei Zhao
, Weigang Lu
, Bo Zong:
Graph Substructure Assembling Network With Soft Sequence and Context Attention. 4894-4907 - Quanyu Dai
, Xiao-Ming Wu
, Jiaren Xiao
, Xiao Shen
, Dan Wang
:
Graph Transfer Learning via Adversarial Domain Adaptation With Graph Convolution. 4908-4922 - Zeming Liu
, Ding Zhou
, Hao Liu
, Haifeng Wang
, Zheng-Yu Niu, Hua Wu, Wanxiang Che
, Ting Liu, Hui Xiong:
Graph-Grounded Goal Planning for Conversational Recommendation. 4923-4939 - Jihua Zhu
, Yujiao He, Guoshuai Zhao
, Xuxiao Bu, Xueming Qian
:
Joint Reason Generation and Rating Prediction for Explainable Recommendation. 4940-4953 - Ziyu Lyu
, Yue Wu, Junjie Lai
, Min Yang
, Chengming Li
, Wei Zhou
:
Knowledge Enhanced Graph Neural Networks for Explainable Recommendation. 4954-4968 - Bingcong Xue
, Lei Zou
:
Knowledge Graph Quality Management: A Comprehensive Survey. 4969-4988 - Anpeng Wu
, Junkun Yuan
, Kun Kuang
, Bo Li
, Runze Wu
, Qiang Zhu, Yueting Zhuang, Fei Wu
:
Learning Decomposed Representations for Treatment Effect Estimation. 4989-5001 - Huynh Thanh Trung
, Tong Van Vinh
, Thanh Tam Nguyen
, Jun Jo
, Hongzhi Yin
, Nguyen Quoc Viet Hung
:
Learning Holistic Interactions in LBSNs With High-Order, Dynamic, and Multi-Role Contexts. 5002-5016 - Hao Xiong
, Junchi Yan
, Zengfeng Huang:
Learning Regularized Noise Contrastive Estimation for Robust Network Embedding. 5017-5034 - Tuo Wang
, Xiang Zhang
, Long Lan
, Zhigang Luo
:
Local-to-Global Deep Clustering on Approximate Uniform Manifold. 5035-5046 - Hengtong Zhang
, Yaliang Li, Bolin Ding, Jing Gao:
LOKI: A Practical Data Poisoning Attack Framework Against Next Item Recommendations. 5047-5059 - Jie Zhou
, Witold Pedrycz
, Jun Wan
, Can Gao
, Zhihui Lai
, Xiaodong Yue
:
Low-Rank Linear Embedding for Robust Clustering. 5060-5075 - Man-Sheng Chen
, Chang-Dong Wang
, Jian-Huang Lai
:
Low-Rank Tensor Based Proximity Learning for Multi-View Clustering. 5076-5090 - Zheng Zhang
, Haoyang Luo, Lei Zhu
, Guangming Lu
, Heng Tao Shen
:
Modality-Invariant Asymmetric Networks for Cross-Modal Hashing. 5091-5104 - Xiaojun Xue
, Chunxia Zhang
, Zhendong Niu
, Xindong Wu
:
Multi-Level Attention Map Network for Multimodal Sentiment Analysis. 5105-5118 - Defu Lian
, Zhihao Zhu
, Kai Zheng
, Yong Ge
, Xing Xie
, Enhong Chen
:
Network Representation Lightening From Hashing to Quantization. 5119-5131 - Yufu Chen
, Zhiqi Lei
, Yanghui Rao
, Haoran Xie
, Fu Lee Wang
, Jian Yin
, Qing Li
:
Parallel Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering. 5132-5146 - Kai Ming Ting
, Jonathan R. Wells
, Ye Zhu
:
Point-Set Kernel Clustering. 5147-5158 - Qiuyun Tong
, Xinghua Li
, Yinbin Miao
, Ximeng Liu
, Jian Weng
, Robert H. Deng
:
Privacy-Preserving Boolean Range Query With Temporal Access Control in Mobile Computing. 5159-5172 - Ai-Te Kuo
, Haiquan Chen
, Liang Tang, Wei-Shinn Ku
, Xiao Qin
:
ProbSky: Efficient Computation of Probabilistic Skyline Queries Over Distributed Data. 5173-5186 - Ming Zhong
, Yingyi Zheng
, Guotong Xue
, Mengchi Liu
:
Reliable Keyword Query Interpretation on Summary Graphs. 5187-5202 - Hui Xia
, Shu-shu Shao, Chunqiang Hu
, Rui Zhang
, Tie Qiu
, Fu Xiao
:
Robust Clustering Model Based on Attention Mechanism and Graph Convolutional Network. 5203-5215 - Jialin Wang
, Xiaoru Qu
, Jinze Bai, Zhao Li
, Ji Zhang
, Jun Gao
:
SAGES: Scalable Attributed Graph Embedding With Sampling for Unsupervised Learning. 5216-5229 - Jindong Han
, Hao Liu
, Haoyi Xiong
, Jing Yang:
Semi-Supervised Air Quality Forecasting via Self-Supervised Hierarchical Graph Neural Network. 5230-5243 - Zhen Jiang
, Yongzhao Zhan
, Qirong Mao
, Yang Du:
Semi-Supervised Clustering Under a "Compact-Cluster" Assumption. 5244-5256 - Zhen Wang
, Long Zhang
, Rong Wang
, Feiping Nie
, Xuelong Li
:
Semi-Supervised Learning via Bipartite Graph Construction With Adaptive Neighbors. 5257-5268 - Qingren Wang
, Chengcheng Zhu, Yiwen Zhang
, Hong Zhong
, Jinqin Zhong
, Victor S. Sheng
:
Short Text Topic Learning Using Heterogeneous Information Network. 5269-5281 - Zhaoyuan Wang
, Zheyi Pan
, Shun Chen, Shenggong Ji
, Xiuwen Yi
, Junbo Zhang
, Jingyuan Wang
, Zhiguo Gong
, Tianrui Li
, Yu Zheng
:
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning. 5282-5295 - Dingqi Yang
, Bingqing Qu, Jie Yang
, Liang Wang
, Philippe Cudré-Mauroux
:
Streaming Graph Embeddings via Incremental Neighborhood Sketching. 5296-5310 - Yan Jiang, Guannan Liu
, Junjie Wu
, Hao Lin:
Telecom Fraud Detection via Hawkes-Enhanced Sequence Model. 5311-5324 - Nur Al Hasan Haldar
, Jianxin Li
, Mohammed Eunus Ali
, Taotao Cai
, Yunliang Chen, Timos Sellis
, Mark Reynolds
:
Top-k Socio-Spatial Co-Engaged Location Selection for Social Users. 5325-5340 - Chuan Qin
, Kaichun Yao
, Hengshu Zhu
, Tong Xu
, Dazhong Shen
, Enhong Chen
, Hui Xiong
:
Towards Automatic Job Description Generation With Capability-Aware Neural Networks. 5341-5355 - Xiaoming Liu
, Zhanwei Zhang, Lingjuan Lyu
, Zhaohan Zhang, Shuai Xiao, Chao Shen
, Philip S. Yu
:
Traffic Anomaly Prediction Based on Joint Static-Dynamic Spatio-Temporal Evolutionary Learning. 5356-5370 - Yaochen Zhu
, Zhenzhong Chen
:
Variational Bandwidth Auto-Encoder for Hybrid Recommender Systems. 5371-5385 - Qiuyun Tong
, Yinbin Miao
, Jian Weng
, Ximeng Liu
, Kim-Kwang Raymond Choo
, Robert H. Deng
:
Verifiable Fuzzy Multi-Keyword Search Over Encrypted Data With Adaptive Security. 5386-5399 - Xuanzhi Zheng, Guoshuai Zhao
, Li Zhu, Jihua Zhu
, Xueming Qian
:
What You Like, What I Am: Online Dating Recommendation via Matching Individual Preferences With Features. 5400-5412 - Xuan Yang
, Yang Yang
, Jintao Su, Yifei Sun, Shen Fan, Zhongyao Wang
, Jun Zhang, Jingmin Chen:
Who's Next: Rising Star Prediction via Diffusion of User Interest in Social Networks. 5413-5425 - Yang Shi
, Xiushan Nie
, Xingbo Liu
, Lu Yang, Yilong Yin
:
Zero-Shot Hashing via Asymmetric Ratio Similarity Matrix. 5426-5437 - Zhongchen Ma
, Songcan Chen
:
A Similarity-Based Framework for Classification Task. 5438-5443
Volume 35, Number 6, June 2023
- Lianyong Qi
, Wenmin Lin
, Xuyun Zhang
, Wanchun Dou
, Xiaolong Xu
, Jinjun Chen
:
A Correlation Graph Based Approach for Personalized and Compatible Web APIs Recommendation in Mobile APP Development. 5444-5457 - Ming-Hao Tung, Yi-Ping Phoebe Chen
, Chen-Yu Liu, Chung-Shou Liao
:
A Fast and More Accurate Seed-and-Extension Density-Based Clustering Algorithm. 5458-5471 - Hamid Roghani
, Asgarali Bouyer
:
A Fast Local Balanced Label Diffusion Algorithm for Community Detection in Social Networks. 5472-5484 - Wilco van Leeuwen
, George Fletcher
, Nikolay Yakovets:
A General Cardinality Estimation Framework for Subgraph Matching in Property Graphs. 5485-5505 - Pengyun Zhu
, Chaowei Zhang, Xiaofeng Li, Jifu Zhang
, Xiao Qin
:
A High-Dimensional Outlier Detection Approach Based on Local Coulomb Force. 5506-5520 - Houping Xiao
, Shiyu Wang
:
A Joint Maximum Likelihood Estimation Framework for Truth Discovery: A Unified Perspective. 5521-5533 - Lanting Fang
, Yong Luo
, Kaiyu Feng
, Kaiqi Zhao
, Aiqun Hu
:
A Knowledge-Enriched Ensemble Method for Word Embedding and Multi-Sense Embedding. 5534-5549 - Yi Sun
, Lijun Cai, Bo Liao
, Wen Zhu
, Junlin Xu
:
A Robust Oversampling Approach for Class Imbalance Problem With Small Disjuncts. 5550-5562 - Chaoyu Gong
, Zhi-gang Su
, Pei-hong Wang, Qian Wang, Yang You:
A Sparse Reconstructive Evidential K-Nearest Neighbor Classifier for High-Dimensional Data. 5563-5576 - Fengmei Jin
, Wen Hua
, Matteo Francia
, Pingfu Chao
, Maria E. Orlowska
, Xiaofang Zhou
:
A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing. 5577-5596 - Li Sun
, Zhongbao Zhang
, Feiyang Wang, Pengxin Ji, Jian Wen, Sen Su
, Philip S. Yu
:
Aligning Dynamic Social Networks: An Optimization Over Dynamic Graph Autoencoder. 5597-5611 - Xinyu Liu
, Yu Pan
, Yusen Li
, Gang Wang
, Xiaoguang Liu
:
An NVM SSD-Based High Performance Query Processing Framework for Search Engines. 5612-5625 - Yue Han, Guoliang Li
, Haitao Yuan, Ji Sun
:
$\mathtt {AutoView}$: An Autonomous Materialized View Management System With Encoder-Reducer. 5626-5639 - Xiaorui Su
, Zhuhong You
, Deshuang Huang
, Lei Wang
, Leon Wong, Boya Ji, Bowei Zhao
:
Biomedical Knowledge Graph Embedding With Capsule Network for Multi-Label Drug-Drug Interaction Prediction. 5640-5651 - Mingqi Yang
, Renjian Wang
, Yanming Shen
, Heng Qi
, Baocai Yin:
Breaking the Expression Bottleneck of Graph Neural Networks. 5652-5664 - Ju Jia
, Meng Luo
, Siqi Ma
, Lina Wang, Yang Liu
:
Consensus-Clustering-Based Automatic Distribution Matching for Cross-Domain Image Steganalysis. 5665-5679 - Jiping Zheng
, Wei Ma
, Yanhao Wang
, Xiaoyang Wang
:
Continuous k-Regret Minimization Queries: A Dynamic Coreset Approach. 5680-5694 - Yitong Ren, Yanjun Xiao
, Yinghai Zhou
, Zhiyong Zhang, Zhihong Tian
:
CSKG4APT: A Cybersecurity Knowledge Graph for Advanced Persistent Threat Organization Attribution. 5695-5709 - Bo Zhang
, Xiaoming Zhang
, Feiran Huang
, Ming Lu, Shuai Ma
:
Deep Kernel Network Embedding. 5710-5723 - Muneeb Ul Hassan
, Mubashir Husain Rehmani
, Jia Tina Du
, Jinjun Chen
:
Differentially Private Demand Side Management for Incentivized Dynamic Pricing in Smart Grid. 5724-5737 - Nian Li
, Chen Gao
, Depeng Jin, Qingmin Liao
:
Disentangled Modeling of Social Homophily and Influence for Social Recommendation. 5738-5751 - Konstantinos Bountrogiannis
, George Tzagkarakis
, Panagiotis Tsakalides
:
Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection. 5752-5766 - Yafei Li
, Qingshun Wu
, Xin Huang
, Jianliang Xu
, Wanru Gao, Mingliang Xu
:
Efficient Adaptive Matching for Real-Time City Express Delivery. 5767-5779 - Tianru Zhang
, Andreas Hellander, Salman Toor
:
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning. 5780-5793 - Georgios Chatzigeorgakidis
, Dimitrios Skoutas
, Kostas Patroumpas
, Themis Palpanas
, Spiros Athanasiou
, Spiros Skiadopoulos
:
Efficient Range and kNN Twin Subsequence Search in Time Series. 5794-5807 - Yuhang Su
, Yu Gu
, Zhigang Wang
, Ying Zhang
, Jianbin Qin, Ge Yu
:
Efficient Subhypergraph Matching Based on Hyperedge Features. 5808-5822 - Yu Zhang
, Yuxuan Liang, Jin Zhao
, Fubing Mao, Lin Gu
, Xiaofei Liao
, Hai Jin
, Haikun Liu
, Song Guo
, Yangqing Zeng
, Hang Hu
, Chen Li
, Ji Zhang
, Biao Wang:
EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing. 5823-5836 - Penglei Gao
, Xi Yang
, Rui Zhang
, Kaizhu Huang
, John Yannis Goulermas
:
Explainable Tensorized Neural Ordinary Differential Equations for Arbitrary-Step Time Series Prediction. 5837-5850 - Jiyue Li, Senzhang Wang
, Jiaqiang Zhang
, Hao Miao, Junbo Zhang
, Philip S. Yu
:
Fine-Grained Urban Flow Inference With Incomplete Data. 5851-5864 - Nan Jiang
, Jie Wen
, Jin Li
, Ximeng Liu
, Di Jin
:
GATrust: A Multi-Aspect Graph Attention Network Model for Trust Assessment in OSNs. 5865-5878 - Yixin Liu, Ming Jin
, Shirui Pan
, Chuan Zhou
, Yu Zheng
, Feng Xia
, Philip S. Yu
:
Graph Self-Supervised Learning: A Survey. 5879-5900 - Xiangyang Gou, Lei Zou
, Chenxingyu Zhao, Tong Yang
:
Graph Stream Sketch: Summarizing Graph Streams With High Speed and Accuracy. 5901-5914 - Scott Freitas
, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
:
Graph Vulnerability and Robustness: A Survey. 5915-5934 - Le Yu
, Leilei Sun
, Bowen Du
, Chuanren Liu
, Weifeng Lv
, Hui Xiong
:
Heterogeneous Graph Representation Learning With Relation Awareness. 5935-5947 - Giulia Bernardini
, Alessio Conte, Garance Gourdel, Roberto Grossi, Grigorios Loukides
, Nadia Pisanti, Solon P. Pissis
, Giulia Punzi, Leen Stougie, Michelle Sweering
:
Hide and Mine in Strings: Hardness, Algorithms, and Experiments. 5948-5963 - Yaojin Lin
, Haoyang Liu
, Hong Zhao, Qinghua Hu
, Xingquan Zhu
, Xindong Wu
:
Hierarchical Feature Selection Based on Label Distribution Learning. 5964-5976 - Han Liu
, Yinwei Wei
, Jianhua Yin
, Liqiang Nie
:
HS-GCN: Hamming Spatial Graph Convolutional Networks for Recommendation. 5977-5990 - Subhabrata Dutta
, Shravika Mittal
, Dipankar Das, Soumen Chakrabarti, Tanmoy Chakraborty
:
Incomplete Gamma Integrals for Deep Cascade Prediction Using Content, Network, and Exogenous Signals. 5991-6002 - Jia-Nan Guo
, Xian-Ling Mao
, Wei Wei
, Heyan Huang
:
Intra-Category Aware Hierarchical Supervised Document Hashing. 6003-6013 - Abolfazl Taghribi
, Kerstin Bunte
, Rory Smith
, Jihye Shin
, Michele Mastropietro
, Reynier F. Peletier
, Peter Tino
:
LAAT: Locally Aligned Ant Technique for Discovering Multiple Faint Low Dimensional Structures of Varying Density. 6014-6027 - Gaoyang Guo
, Chaokun Wang
, Bencheng Yan, Yunkai Lou
, Hao Feng
, Junchao Zhu, Jun Chen, Fei He
, Philip S. Yu
:
Learning Adaptive Node Embeddings Across Graphs. 6028-6042 - Hanqing Tao
, Guanqi Zhu, Enhong Chen
, Shiwei Tong
, Kun Zhang
, Tong Xu
, Qi Liu
, Yew-Soon Ong
:
Learning From Ideography and Labels: A Schema-Aware Radical-Guided Associative Model for Chinese Text Classification. 6043-6057 - Longyuan Li
, Junchi Yan
, Qingsong Wen
, Yaohui Jin
, Xiaokang Yang
:
Learning Robust Deep State Space for Unsupervised Anomaly Detection in Contaminated Time-Series. 6058-6072 - Zengyou He
, Wenfang Chen, Xiaoqi Wei
, Yan Liu:
Mining Statistically Significant Communities From Weighted Networks. 6073-6084 - Lingling Zhang
, Shaowei Wang
, Jun Liu
, Xiaojun Chang
, Qika Lin
, Yaqiang Wu
, Qinghua Zheng:
MuL-GRN: Multi-Level Graph Relation Network for Few-Shot Node Classification. 6085-6098 - Lianghao Xia
, Chao Huang
, Yong Xu
, Jian Pei
:
Multi-Behavior Sequential Recommendation With Temporal Graph Transformer. 6099-6112 - Abdulkadir Çelikkanat
, Yanning Shen
, Fragkiskos D. Malliaros
:
Multiple Kernel Representation Learning on Networks. 6113-6125 - Honghong Cheng, Yuhua Qian
, Yingjie Guo
, Keyin Zheng, Qingfu Zhang:
Neighborhood Information-Based Method for Multivariate Association Mining. 6126-6135 - Chuan-hao Lin, Linchuan Xu
, Kenji Yamanishi
:
Network Change Detection Based on Random Walk in Latent Space. 6136-6147 - Xin Luo
, Hao Wu
, Zechao Li
:
Neulft: A Novel Approach to Nonlinear Canonical Polyadic Decomposition on High-Dimensional Incomplete Tensors. 6148-6166 - Tuanfei Zhu
, Xinwang Liu
, En Zhu
:
Oversampling With Reliably Expanding Minority Class Regions for Imbalanced Data Learning. 6167-6181 - Ziwei Zhang
, Chenhao Niu, Peng Cui
, Jian Pei
, Bo Zhang
, Wenwu Zhu
:
Permutation-Equivariant and Proximity-Aware Graph Neural Networks With Stochastic Message Passing. 6182-6193 - Hao Liu
, Ying Li, Yanjie Fu
, Huaibo Mei, Hui Xiong:
Polestar++: An Intelligent Routing Engine for National-Wide Public Transportation. 6194-6208 - Baibhav Rajbhandari
, Paul W. Olsen, Jeremy Birnbaum, Jeong-Hyon Hwang
:
PRESTO: Fast and Effective Group Closeness Maximization. 6209-6223 - Xiangyu Hu, Tianqing Zhu
, Xuemeng Zhai, Hengming Wang, Wanlei Zhou, Wei Zhao:
Privacy Data Diffusion Modeling and Preserving in Online Social Network. 6224-6237 - Xiaolong Wan
, Hongzhi Wang
:
Reachability Queries With Label and Substructure Constraints on Knowledge Graphs. 6238-6251 - Peng Gang Sun
, Xunlian Wu
, Yi-Ning Quan, Qiguang Miao
:
Rearranging 'indivisible' Blocks for Community Detection. 6252-6263 - Zhen Yang
, Ming Ding
, Xu Zou
, Jie Tang
, Bin Xu, Chang Zhou, Hongxia Yang:
Region or Global? A Principle for Negative Sampling in Graph-Based Recommendation. 6264-6277 - Dawei Cheng
, Zhibin Niu
, Jie Li
, Changjun Jiang
:
Regulating Systemic Crises: Stemming the Contagion Risk in Networked-Loans Through Deep Graph Learning. 6278-6289 - Weijia Zhang
, Hao Liu
, Hui Xiong, Tong Xu
, Fan Wang, Haoran Xin, Hua Wu:
RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation. 6290-6304 - Can Wang
, Defang Chen
, Jian-Ping Mei
, Yuan Zhang
, Yan Feng
, Chun Chen
:
SemCKD: Semantic Calibration for Cross-Layer Knowledge Distillation. 6305-6319 - Dingheng Mo
, Siqiang Luo
:
Single-Source Personalized PageRanks With Workload Robustness. 6320-6334 - Ander Carreño
, Iñaki Inza
, José Antonio Lozano:
SNDProb: A Probabilistic Approach for Streaming Novelty Detection. 6335-6348 - Yu Huang
, Gary G. Yen
, Vincent S. Tseng
:
Snippet Policy Network for Multi-Class Varied-Length ECG Early Classification. 6349-6361 - Rong Wang
, Canyu Zhang
, Jintang Bian
, Zheng Wang
, Feiping Nie
, Xuelong Li
:
Sparse and Flexible Projections for Unsupervised Feature Selection. 6362-6375 - Yuan-Ting Yan
, Yuanwei Zhu, Ruiqing Liu, Yiwen Zhang
, Yanping Zhang, Ling Zhang:
Spatial Distribution-Based Imbalanced Undersampling. 6376-6391 - Kun Kuang
, Haotian Wang, Yue Liu, Ruoxuan Xiong, Runze Wu
, Weiming Lu
, Yueting Zhuang, Fei Wu
, Peng Cui
, Bo Li
:
Stable Prediction With Leveraging Seed Variable. 6392-6404 - Qi Zhang
, Rong-Hua Li
, Hongchao Qin
, Guoren Wang
, Zhiwei Zhang
, Ye Yuan
:
Stable Subgraph Isomorphism Search in Temporal Networks. 6405-6420 - Matteo Francia
, Matteo Golfarelli
, Patrick Marcel
, Stefano Rizzi
, Panos Vassiliadis
:
Suggesting Assess Queries for Interactive Analysis of Multidimensional Data. 6421-6434 - Shih Yu Chang
, Hsiao-Chun Wu
:
Tensor Kalman Filter and Its Applications. 6435-6448 - Chang Tang
, Zhenglai Li
, Jun Wang
, Xinwang Liu
, Wei Zhang
, En Zhu
:
Unified One-Step Multi-View Spectral Clustering. 6449-6460 - Donglin Zhang
, Xiaojun Wu
, Tianyang Xu
, Josef Kittler
:
WATCH: Two-Stage Discrete Cross-Media Hashing. 6461-6474 - Chao Zhang
, Huaxiong Li
, Yang Gao
, Chunlin Chen
:
Weakly-Supervised Enhanced Semantic-Aware Hashing for Cross-Modal Retrieval. 6475-6488 - Hongke Zhao
, Yihang Cheng
, Xi Zhang
, Hengshu Zhu
, Qi Liu
, Hui Xiong, Wei Zhang:
What is Market Talking About? Market-Oriented Prospect Analysis for Entrepreneur Fundraising. 6489-6503 - Naiyao Liang
, Zuyuan Yang
, Shengli Xie
:
Incomplete Multi-View Clustering With Sample-Level Auto-Weighted Graph Fusion. 6504-6511 - Shuangjia Zheng
, Sijie Mai
, Ya Sun
, Haifeng Hu
, Yuedong Yang
:
Subgraph-Aware Few-Shot Inductive Link Prediction Via Meta-Learning. 6512-6517
Volume 35, Number 7, July 2023
- Binhui Xie
, Shuang Li
, Fangrui Lv, Chi Harold Liu
, Guoren Wang, Dapeng Oliver Wu
:
A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation. 6518-6533 - Janaka Chathuranga Brahmanage
, Thivya Kandappu
, Baihua Zheng
:
A Data-Driven Approach for Scheduling Bus Services Subject to Demand Constraints. 6534-6547 - Jianzhong Qi
, Zhuowei Zhao
, Egemen Tanin, Tingru Cui, Neema Nassir
, Majid Sarvi:
A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction. 6548-6560 - Wendong Zheng
, Putian Zhao
, Gang Chen
, Huihui Zhou
, Yonghong Tian
:
A Hybrid Spiking Neurons Embedded LSTM Network for Multivariate Time Series Learning Under Concept-Drift Environment. 6561-6574 - Xiangwu Meng
, Yulu Du
, Yujie Zhang
, Xiaofeng Han:
A Survey of Context-Aware Recommender Systems: From an Evaluation Perspective. 6575-6594 - Yangkun Li
, Weizhi Ma, Chong Chen
, Min Zhang, Yiqun Liu, Shaoping Ma, Yuekui Yang:
A Survey on Dropout Methods and Experimental Verification in Recommendation. 6595-6615 - Ankita Mandal
, Pradipta Maji
:
Adaptive Generalized Multi-View Canonical Correlation Analysis for Incrementally Update Multiblock Data. 6616-6629 - Xiaoye Miao
, Yangyang Wu
, Lu Chen, Yunjun Gao
, Jianwei Yin
:
An Experimental Survey of Missing Data Imputation Algorithms. 6630-6650 - Nur Athirah Azhar
, Muhammad Syafiq Mohd Pozi
, Aniza Mohamed Din, Adam Jatowt:
An Investigation of SMOTE Based Methods for Imbalanced Datasets With Data Complexity Analysis. 6651-6672 - Shuming Kong
, Weiyu Cheng
, Yanyan Shen
, Linpeng Huang
:
AutoSrh: An Embedding Dimensionality Search Framework for Tabular Data Prediction. 6673-6686 - Zonghan Wu
, Shirui Pan
, Guodong Long
, Jing Jiang, Chengqi Zhang
:
Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering. 6687-6697 - Daoming Zong, Shiliang Sun
:
BGNN-XML: Bilateral Graph Neural Networks for Extreme Multi-Label Text Classification. 6698-6709 - Haipeng Dai
, Jun Yu, Meng Li
, Wei Wang
, Alex X. Liu
, Jinghao Ma, Lianyong Qi
, Guihai Chen
:
Bloom Filter With Noisy Coding Framework for Multi-Set Membership Testing. 6710-6724 - Shuai Zhao
, Ruiqiang Liu
, Bo Cheng
, Daxing Zhao:
Classification-Labeled Continuousization and Multi-Domain Spatio-Temporal Fusion for Fine-Grained Urban Crime Prediction. 6725-6738 - Daeyoung Hong
, Woohwan Jung
, Kyuseok Shim
:
Collecting Geospatial Data Under Local Differential Privacy With Improving Frequency Estimation. 6739-6751 - Xiang Cheng
, Jianyu Yang
, Yufei Wang, Rui Chen, Sen Su
, Yuejia Li:
Collecting Preference Rankings Under Local Differential Privacy. 6752-6766 - Xue Zhang
, Qinghua Li, Cuiping Li
, Hong Chen
:
ConPhrase: Enhancing Context-Aware Phrase Mining From Text Corpora. 6767-6783 - Qiao Xue
, Qingqing Ye
, Haibo Hu
, Youwen Zhu
, Jian Wang:
DDRM: A Continual Frequency Estimation Mechanism With Local Differential Privacy. 6784-6797 - Rong-Cheng Tu, Xian-Ling Mao
, Rongxin Tu, Bin-Bin Bian, Chengfei Cai, Hongfa Wang, Wei Wei
, Heyan Huang
:
Deep Cross-Modal Proxy Hashing. 6798-6810 - Duc-Vinh Vo
, Trung-Tin Tran, Kiyoaki Shirai, Van-Nam Huynh
:
Deep Generative Networks Coupled With Evidential Reasoning for Dynamic User Preferences Using Short Texts. 6811-6826 - Marzieh Hajizadeh Tahan
, Mohammad Ghasemzadeh
, Shahrokh Asadi
:
Development of Fully Convolutional Neural Networks Based on Discretization in Time Series Classification. 6827-6838 - Miika Hannula
, Zhuoxing Zhang
, Bor-Kuan Song
, Sebastian Link
:
Discovery of Cross Joins. 6839-6851 - Tianming Liang
, Yang Liu
, Xiaoyan Liu
, Hao Zhang
, Gaurav Sharma, Maozu Guo
:
Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs. 6852-6865 - Jiangchao Yao
, Shengyu Zhang
, Yang Yao, Feng Wang, Jianxin Ma, Jianwei Zhang, Yunfei Chu, Luo Ji
, Kunyang Jia, Tao Shen, Anpeng Wu
, Fengda Zhang, Ziqi Tan, Kun Kuang
, Chao Wu
, Fei Wu
, Jingren Zhou, Hongxia Yang
:
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI. 6866-6886 - Ben Yang
, Xuetao Zhang
, Zhongheng Li
, Feiping Nie
, Fei Wang
:
Efficient Multi-View K-Means Clustering With Multiple Anchor Graphs. 6887-6900 - Lei Zhu
, Yang Xu
, Jingjing Li
, Weili Guan
, Zhiyong Cheng
:
Explainable Discrete Collaborative Filtering. 6901-6915 - Lei Xu, Zhenyu He
, Kai Wang, Chang-Dong Wang
, Shu-Qiang Huang
:
Explicit Message-Passing Heterogeneous Graph Neural Network. 6916-6929 - Wei Chen
, Hongjun Wang
, Zhiguo Long
, Tianrui Li
:
Fast Flexible Bipartite Graph Model for Co-Clustering. 6930-6940 - Fuyuan Xiao
, Junhao Wen
, Witold Pedrycz
:
Generalized Divergence-Based Decision Making Method With an Application to Pattern Classification. 6941-6956 - Ying Zhao
, Dong Yuan
, Jia Tina Du
, Jinjun Chen
:
Geo-Ellipse-Indistinguishability: Community-Aware Location Privacy Protection for Directional Distribution. 6957-6967 - Qiang Huang
, Makoto Yamada
, Yuan Tian, Dinesh Singh
, Yi Chang
:
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks. 6968-6972 - Yang Gao
, Peng Zhang
, Hong Yang
, Chuan Zhou
, Yue Hu
, Zhihong Tian
, Zhao Li
, Jingren Zhou:
GraphNAS++: Distributed Architecture Search for Graph Neural Networks. 6973-6987 - Heyuan Wang
, Tengjiao Wang
, Shun Li
, Shijie Guan
:
HATR-I: Hierarchical Adaptive Temporal Relational Interaction for Stock Trend Prediction. 6988-7002 - David W. McDonald
, Shan He:
Hyperbolic Embedding of Attributed and Directed Networks. 7003-7015 - Ping Jiang
, Xiaoheng Deng
, Leilei Wang
, Zailiang Chen, Shichao Zhang
:
Hypergraph Representation for Detecting 3D Objects From Noisy Point Clouds. 7016-7029 - Taotao Cai
, Shuiqiao Yang
, Jianxin Li
, Quan Z. Sheng
, Jian Yang
, Xin Wang
, Wei Emma Zhang
, Longxiang Gao
:
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks. 7030-7044 - Feiping Nie
, Zhanxuan Hu
, Xiaoqian Wang, Xuelong Li, Heng Huang:
Iteratively Re-Weighted Method for Sparsity-Inducing Norms. 7045-7055 - Hao Liu
, Yong Ge
:
Job and Employee Embeddings: A Joint Deep Learning Approach. 7056-7067 - Tengfei Ma
, Xuan Lin
, Bosheng Song
, Philip S. Yu
, Xiangxiang Zeng
:
KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction. 7068-7081 - Shudong Huang
, Ivor W. Tsang
, Zenglin Xu
, Jiancheng Lv
:
Latent Representation Guided Multi-View Clustering. 7082-7087 - Chenwei Ran, Wei Shen
, Jianbo Gao
, Yuhan Li, Jianyong Wang
, Yantao Jia:
Learning Entity Linking Features for Emerging Entities. 7088-7102 - Enyan Dai
, Suhang Wang
:
Learning Fair Graph Neural Networks With Limited and Private Sensitive Attribute Information. 7103-7117 - Longyuan Li
, Junchi Yan
, Yunhao Zhang, Jihai Zhang, Jie Bao, Yaohui Jin
, Xiaokang Yang
:
Learning Generative RNN-ODE for Collaborative Time-Series and Event Sequence Forecasting. 7118-7137 - Daokun Zhang
, Jie Yin
, Philip S. Yu
:
Link Prediction with Contextualized Self-Supervision. 7138-7151 - Tian Yang
, Yanfang Deng, Bin Yu, Yuhua Qian
, Jianhua Dai
:
Local Feature Selection for Large-Scale Data Sets With Limited Labels. 7152-7163 - Hao Miao
, Jiaxing Shen
, Jiannong Cao
, Jiangnan Xia, Senzhang Wang
:
MBA-STNet: Bayes-Enhanced Discriminative Multi-Task Learning for Flow Prediction. 7164-7177 - Yongchun Zhu
, Qiang Sheng
, Juan Cao
, Qiong Nan
, Kai Shu
, Minghui Wu
, Jindong Wang
, Fuzhen Zhuang
:
Memory-Guided Multi-View Multi-Domain Fake News Detection. 7178-7191 - Yundong Sun
, Dongjie Zhu
, Haiwen Du
, Zhaoshuo Tian
:
MHNF: Multi-Hop Heterogeneous Neighborhood Information Fusion Graph Representation Learning. 7192-7205 - Ren Ren
, Jinliang Shao
, Adrian N. Bishop, Wei Xing Zheng
:
Modeling and Detecting Communities in Node Attributed Networks. 7206-7219 - Jiangmeng Li
, Wenwen Qiang
, Changwen Zheng
, Bing Su
, Farid Razzak, Ji-Rong Wen
, Hui Xiong:
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity. 7220-7238 - Denghui Zhang
, Yanchi Liu, Zixuan Yuan
, Yanjie Fu
, Haifeng Chen
, Hui Xiong
:
Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning. 7239-7250 - Zhiqiang Zhong
, Cheng-Te Li
, Jun Pang
:
Multi-Grained Semantics-Aware Graph Neural Networks. 7251-7262 - Huitong Chen
, Yu Wang
, Qinghua Hu
:
Multi-Granularity Regularized Re-Balancing for Class Incremental Learning. 7263-7277 - Ziqiu Chi
, Zhe Wang
, Bolu Wang, Zhongli Fang
, Zonghai Zhu
, Dongdong Li
, Wenli Du
:
Multiple Kernel Subspace Learning for Clustering and Classification. 7278-7290 - Huan Zhang
, Liangxiao Jiang
, Wenjun Zhang
, Chaoqun Li
:
Multi-View Attribute Weighted Naive Bayes. 7291-7302 - Na Li
, Jie Liu
, Zhicheng He
, Chunhai Zhang, Jiaying Xie
:
Network Embedding With Dual Generation Tasks. 7303-7315 - Zhuochen Fan
, Gang Wen, Zhipeng Huang, Yang Zhou
, Qiaobin Fu, Tong Yang
, Alex X. Liu
, Bin Cui
:
On the Evolutionary of Bloom Filter False Positives - An Information Theoretical Approach to Optimizing Bloom Filter Parameters. 7316-7327 - Haoyang Li
, Xin Wang
, Ziwei Zhang
, Wenwu Zhu
:
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network. 7328-7340 - Songlei Wang
, Yifeng Zheng
, Xiaohua Jia
, Xun Yi
:
Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition. 7341-7356 - Xintao Wang
, Jiaqing Liang
, Yanghua Xiao, Wei Wang
:
Prototypical Concept Representation. 7357-7370 - Jingjing Xue
, Feiping Nie
, Rong Wang
, Xuelong Li:
Rank-$r$r Discrete Matrix Factorization for Anchor Graph Clustering. 7371-7381 - Shichao Zhang
, Jiaye Li
, Yangding Li
:
Reachable Distance Function for KNN Classification. 7382-7396 - Lei Guo
, Jinyu Zhang
, Tong Chen
, Xinhua Wang, Hongzhi Yin
:
Reinforcement Learning-Enhanced Shared-Account Cross-Domain Sequential Recommendation. 7397-7411 - Fang He
, Tao-Yang Fu, Wang-Chien Lee
:
Rel-CNN: Learning Relationship Features in Time Series for Classification. 7412-7426 - Qiang Liu
, Yingtao Luo
, Shu Wu
, Zhen Zhang
, Xiangnan Yue
, Hong Jin
, Liang Wang
:
RMT-Net: Reject-Aware Multi-Task Network for Modeling Missing-Not-At-Random Data in Financial Credit Scoring. 7427-7439 - Wenling Li
, Ning Li, Jianen Yan
, Zhaoxin Zhang, Ping Yu, Gang Long:
Secure and High-Quality Watermarking Algorithms for Relational Database Based on Semantic. 7440-7456 - Kewei Tang
, Kaiqiang Xu
, Wei Jiang
, Zhixun Su
, Xiyan Sun
, Xiaonan Luo
:
Selecting the Best Part From Multiple Laplacian Autoencoders for Multi-View Subspace Clustering. 7457-7469 - Jie Xu
, Yazhou Ren
, Huayi Tang, Zhimeng Yang
, Lili Pan, Yang Yang
, Xiaorong Pu
, Philip S. Yu
, Lifang He
:
Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering. 7470-7482 - Xiaoli Sun
, Rui Zhu
, Ming Yang
, Xiujun Zhang
, Yuanyan Tang:
Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization. 7483-7496 - Sander J. J. Leemans
, James M. McGree
, Artem Polyvyanyy
, Arthur H. M. ter Hofstede
:
Statistical Tests and Association Measures for Business Processes. 7497-7511 - Hongjun Wang
, Jiyuan Chen
, Zipei Fan
, Zhiwen Zhang
, Zekun Cai
, Xuan Song
:
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction. 7512-7525 - Junjie Ou, Jiahui Sun, Yichen Zhu
, Haiming Jin
, Yijuan Liu, Fan Zhang, Jianqiang Huang, Xinbing Wang
:
STP-TrellisNets+: Spatial-Temporal Parallel TrellisNets for Multi-Step Metro Station Passenger Flow Prediction. 7526-7540 - Zan Gao
, Chao Sun, Zhiyong Cheng
, Weili Guan
, Anan Liu
, Meng Wang
:
TBNet: A Two-Stream Boundary-Aware Network for Generic Image Manipulation Localization. 7541-7556 - Yuyang Xu
, Haochao Ying
, Siyi Qian, Fuzhen Zhuang
, Xiao Zhang
, Deqing Wang
, Jian Wu, Hui Xiong:
Time-Aware Context-Gated Graph Attention Network for Clinical Risk Prediction. 7557-7568 - Saiping Guan
, Xueqi Cheng
, Long Bai, Fujun Zhang
, Zixuan Li, Yutao Zeng, Xiaolong Jin
, Jiafeng Guo
:
What is Event Knowledge Graph: A Survey. 7569-7589 - Zhongbao Zhang
, Fuxin Ren
, Jiawei Zhang
, Sen Su
, Yang Yan, Qian Wei, Li Sun
, Guozhen Zhu, Congying Guo:
When Behavior Analysis Meets Social Network Alignment. 7590-7607
Volume 35, Number 8, August 2023
- Fuyuan Xiao
, Zehong Cao
, Chin-Teng Lin
:
A Complex Weighted Discounting Multisource Information Fusion With its Application in Pattern Classification. 7609-7623 - Yao Tian
, Tingyun Yan
, Xi Zhao
, Kai Huang
, Xiaofang Zhou
:
A Learned Index for Exact Similarity Search in Metric Spaces. 7624-7638 - Zhaolong Ling
, Ying Li
, Yiwen Zhang
, Kui Yu
, Peng Zhou
, Bo Li
, Xindong Wu
:
A Light Causal Feature Selection Approach to High-Dimensional Data. 7639-7650 - Heng Zhang
, Shaoyuan Huang
, Xin Wang
, Jianxin Li
, Xiaofei Wang
, Victor C. M. Leung
:
A Measurement-Driven Analysis and Prediction of Content Propagation in the Device-to-Device Social Networks. 7651-7664 - Jinliang Deng
, Xiusi Chen
, Renhe Jiang
, Xuan Song
, Ivor W. Tsang
:
A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series Forecasting. 7665-7680 - Wei Huang
, Yongqing Wang, Liehuang Zhu:
A Time Impulse Neural Network Framework for Solving the Minimum Path Pair Problems of the Time-Varying Network. 7681-7692 - Lichao Sun
, Yingtong Dou, Carl Yang
, Kai Zhang
, Ji Wang
, Philip S. Yu
, Lifang He, Bo Li:
Adversarial Attack and Defense on Graph Data: A Survey. 7693-7711 - Vikram Ravindra
, Huda Nassar
, David F. Gleich
, Ananth Grama
:
Aligning Spatially Constrained Graphs. 7712-7723 - Shuyin Xia
, Xinyu Bai
, Guoyin Wang
, Yunlong Cheng
, Deyu Meng, Xinbo Gao
, Yujia Zhai
, Elisabeth Giem:
An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. 7724-7735 - Gang Wu
, Keke Peng
:
An Inverse-Free Block-SOR Method With Randomly Sampling for Temporal Multiplex PageRank Problems. 7736-7752 - Shaowei Wang
, Xuandi Luo
, Yuqiu Qian, Jiachun Du, Wenqing Lin
, Wei Yang
:
Analyzing Preference Data With Local Privacy: Optimal Utility and Enhanced Robustness. 7753-7767 - Yidan Hu
, Yong Liu
, Chunyan Miao
, Gongqi Lin, Yuan Miao
:
Aspect-Guided Syntax Graph Learning for Explainable Recommendation. 7768-7781 - Zhuoyi Lin
, Sheng Zang, Rundong Wang
, Zhu Sun
, J. Senthilnath
, Chi Xu, Chee Keong Kwoh
:
Attention Over Self-Attention: Intention-Aware Re-Ranking With Dynamic Transformer Encoders for Recommendation. 7782-7795 - Tanusree Parbat
, Ayantika Chatterjee
:
Authorized Update in Multi-User Homomorphic Encrypted Cloud Database. 7796-7808 - Temirlan Kalimzhanov
, Amir Haji Ali Khamseh'i, Aresh Dadlani
, Muthukrishnan Senthil Kumar
, Ahmad Khonsari
:
Co-Evolution of Viral Processes and Structural Stability in Signed Social Networks. 7809-7814 - Huaijie Zhu
, Wei Liu
, Jian Yin
, Libin Zheng
, Xin Huang
, Jianliang Xu
, Wang-Chien Lee
:
Continuous Geo-Social Group Monitoring in Dynamic LBSNs. 7815-7828 - Renchu Guan
, Haoyu Pang, Fausto Giunchiglia
, Yanchun Liang
, Xiaoyue Feng
:
Cross-Domain Meta-Learner for Cold-Start Recommendation. 7829-7843 - Ghodai Abdelrahman
, Qing Wang
:
Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing. 7844-7855 - Haoyang Li
, Ziwei Zhang
, Xin Wang
, Wenwu Zhu
:
Disentangled Graph Contrastive Learning With Independence Promotion. 7856-7869 - Ansong Li, Zhiyong Cheng
, Fan Liu
, Zan Gao
, Weili Guan
, Yuxin Peng
:
Disentangled Graph Neural Networks for Session-Based Recommendation. 7870-7882 - Yingrong Qin
, Chen Gao
, Yue Wang, Shuangqing Wei
, Depeng Jin, Jian Yuan
, Lin Zhang
:
Disentangling Geographical Effect for Point-of-Interest Recommendation. 7883-7897 - Kaixuan Chen
, Jie Song
, Shunyu Liu
, Na Yu, Zunlei Feng
, Gengshi Han, Mingli Song
:
Distribution Knowledge Embedding for Graph Pooling. 7898-7908 - Danyang Wu
, Feiping Nie
, Jitao Lu
, Rong Wang
, Xuelong Li:
Effective Clustering via Structured Graph Learning. 7909-7920 - Jianhua Wang
, Jianye Yang
, Chengyuan Zhang
, Xuemin Lin
:
Efficient Maximum Edge-Weighted Biclique Search on Large Bipartite Graphs. 7921-7934 - Yangjun Chen
, Yibin Chen, Yifeng Zhang:
Evaluation of Reachability Queries Based on Recursive DAG Decomposition. 7935-7952 - Xiaoyan Zhao
, Min Yang
, Qiang Qu
, Ruifeng Xu
, Jieke Li
:
Exploring Privileged Features for Relation Extraction With Contrastive Student-Teacher Learning. 7953-7965 - Xiaofeng Jiang
, Xiaodong Wang
, Jian Yang
, Shuangwu Chen
, Xi Qin
:
Faster TKD: Towards Lightweight Decomposition for Large-Scale Tensors With Randomized Block Sampling. 7966-7979 - Xiaolin Zheng
, Yanchao Tan
, Yan Wang
, Xiangyu Wei, Shengjia Zhang, Chaochao Chen
, Longfei Li
, Carl Yang
:
Finding High-Quality Item Attributes for Recommendation. 7980-7993 - Yiwei Zhao, Zi Chen
, Chen Chen
, Xiaoyang Wang, Xuemin Lin
, Wenjie Zhang
:
Finding the Maximum $k$-Balanced Biclique on Weighted Bipartite Graphs. 7994-8007 - Hao Qu, Yongshun Gong
, Meng Chen
, Junbo Zhang
, Yu Zheng
, Yilong Yin
:
Forecasting Fine-Grained Urban Flows Via Spatio-Temporal Contrastive Self-Supervision. 8008-8023 - Yu Zhu
, Ananthram Swami, Santiago Segarra
:
Free Energy Node Embedding via Generalized Skip-Gram With Negative Sampling. 8024-8036 - Bo Chen
, Jing Zhang
, Xiaokang Zhang, Yuxiao Dong
, Jian Song
, Peng Zhang, Kaibo Xu, Evgeny Kharlamov, Jie Tang
:
GCCAD: Graph Contrastive Coding for Anomaly Detection. 8037-8051 - Jindong Wang
, Cuiling Lan
, Chang Liu, Yidong Ouyang, Tao Qin
, Wang Lu
, Yiqiang Chen
, Wenjun Zeng
, Philip S. Yu
:
Generalizing to Unseen Domains: A Survey on Domain Generalization. 8052-8072 - Buliao Huang, Yunhui Zhu, Muhammad Usman
, Xiren Zhou
, Huanhuan Chen
:
Graph Neural Networks for Missing Value Classification in a Task-Driven Metric Space. 8073-8084 - Pei-Pei Li
, Haixiang Zhang, Xuegang Hu
, Xindong Wu
:
High-Dimensional Multi-Label Data Stream Classification With Concept Drifting Detection. 8085-8099 - Akansha Bhardwaj
, Jie Yang
, Philippe Cudré-Mauroux
:
Human-in-the-Loop Rule Discovery for Micropost Event Detection. 8100-8111 - Lingling Zhang
, Zhiwei Zhang, Guoren Wang, Ye Yuan, Shuai Zhao, Jianliang Xu
:
HyperISO: Efficiently Searching Subgraph Containment in Hypergraphs. 8112-8125 - Guosheng Cui, Ruxin Wang
, Dan Wu
, Ye Li
:
Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization. 8126-8142 - Dugang Liu
, Pengxiang Cheng, Zinan Lin, Jinwei Luo, Zhenhua Dong, Xiuqiang He, Weike Pan
, Zhong Ming
:
KDCRec: Knowledge Distillation for Counterfactual Recommendation via Uniform Data. 8143-8156 - Yi Zhang, Yu Zhang, Wei Wang:
Learning Linear and Nonlinear Low-Rank Structure in Multi-Task Learning. 8157-8170 - Nils Barlaug
:
LEMON: Explainable Entity Matching. 8171-8184 - Dinusha Vatsalan
, Raghav Bhaskar, Mohamed Ali Kâafar
:
Local Differentially Private Fuzzy Counting in Stream Data Using Probabilistic Data Structures. 8185-8198 - Hui Xu
, Changyu Li, Yan Zhang
, Lixin Duan
, Ivor W. Tsang
, Jie Shao
:
MetaCAR: Cross-Domain Meta-Augmentation for Content-Aware Recommendation. 8199-8212 - Shuanghong Shen
, Enhong Chen
, Qi Liu
, Zhenya Huang
, Wei Huang
, Yu Yin
, Yu Su, Shijin Wang:
Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing. 8213-8227 - Enyuan Zhou
, Zicong Hong
, Yang Xiao
, Dongxiao Zhao, Qingqi Pei
, Song Guo
, Rajendra Akerkar
:
MSTDB: A Hybrid Storage-Empowered Scalable Semantic Blockchain Database. 8228-8244 - Zhizhuo Yin
, Kai Han
, Pengzi Wang, Haibing Hu:
Multi Global Information Assisted Streaming Session-Based Recommendation System. 8245-8256 - Dan Dai
, Zhiwen Yu
, Weijie Huang, Yang Hu
, C. L. Philip Chen
:
Multi-Objective Cluster Ensemble based on Filter Refinement Scheme. 8257-8269 - Kefei Yan
, Wei Fang
, Hengyang Lu
, Xin Zhang
, Jun Sun
, Xiaojun Wu
:
Mutual Information-Guided GA for Bayesian Network Structure Learning. 8282-8299 - Alisa Smirnova
, Jie Yang
, Dingqi Yang
, Philippe Cudré-Mauroux
:
Nessy: A Neuro-Symbolic System for Label Noise Reduction. 8300-8311 - Fei Wang
, Qi Liu
, Enhong Chen
, Zhenya Huang
, Yu Yin
, Shijin Wang, Yu Su:
NeuralCD: A General Framework for Cognitive Diagnosis. 8312-8327 - Luca Frittoli
, Diego Carrera, Giacomo Boracchi
:
Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree. 8328-8342 - Yongrui Chen
, Huiying Li, Guilin Qi
, Tianxing Wu
, Tenggou Wang:
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions Over Knowledge Graphs. 8343-8357 - Shuai Zhao, Michael K. Chen
, Cristian Borcea
, Yi Chen
:
Personalized Dynamic Counter Ad-Blocking Using Deep Learning. 8358-8371 - Yang Fang
, Xiang Zhao
, Yifan Chen, Weidong Xiao, Maarten de Rijke
:
$\mathsf{PF\text{-}HIN}$:Pre-Training for Heterogeneous Information Networks. 8372-8385 - Yan Zhao
, Kai Zheng
, Yunchuan Li, Jinfu Xia, Bin Yang
, Torben Bach Pedersen
, Rui Mao
, Christian S. Jensen
, Xiaofang Zhou
:
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. 8386-8401 - He Zhang
, Xingliang Yuan
, Chuan Zhou
, Shirui Pan
:
Projective Ranking-Based GNN Evasion Attacks. 8402-8416 - Dongsheng Luo
, Yuchen Bian, Yaowei Yan, Xiong Bill Yu, Jun Huan, Xiao Liu
, Xiang Zhang:
Random Walk on Multiple Networks. 8417-8430 - Tuan-Phong Nguyen
, Simon Razniewski, Julien Romero, Gerhard Weikum:
Refined Commonsense Knowledge From Large-Scale Web Contents. 8431-8447