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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