IEEE Trans. Knowl. Data Eng.

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Publications

volume 35, number 9, 2023

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yan Zhao, Tinghao Lai, Ziwei Wang, Kaixuan Chen, Huan Li, Kai Zheng
Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Ningning Cui, Kang Qian, Taotao Cai, Jianxin Li, Xiaochun Yang, Jie Cui, Hong Zhong
Towards Multi-User, Secure, and Verifiable $k$NN Query in Cloud Database. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Tongqing Zhou, Zhiping Cai, Fang Liu, Jinshu Su
In Pursuit of Beauty: Aesthetic-Aware and Context-Adaptive Photo Selection in Crowdsensing. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Liang Zhang, Cheng Long, Gao Cong
Region Embedding With Intra and Inter-View Contrastive Learning. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yu Zhao, Shaopeng Wei, Huaming Du, Xingyan Chen, Qing Li, Fuzhen Zhuang, Ji Liu, Gang Kou
Learning Bi-Typed Multi-Relational Heterogeneous Graph Via Dual Hierarchical Attention Networks. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Fanjin Zhang, Xiao Liu, Jie Tang, Yuxiao Dong, Peiran Yao, Jie Zhang, Xiaotao Gu, Yan Wang, Evgeny Kharlamov, Bin Shao, Rui Li, Kuansan Wang
OAG: Linking Entities Across Large-Scale Heterogeneous Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yu Yang, Hongzhi Yin, Jiannong Cao, Tong Chen, Quoc Viet Hung Nguyen, Xiaofang Zhou, Lei Chen
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Wei Huang, Enhong Chen, Qi Liu, Hui Xiong, Zhenya Huang, Shiwei Tong, Dan Zhang
HmcNet: A General Approach for Hierarchical Multi-Label Classification. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Jixue Liu, Thuc Duy Le
Local Search for Efficient Causal Effect Estimation. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yuanyuan Zhang, Yexuan Shi, Zimu Zhou, Chunbo Xue, Yi Xu, Ke Xu, Junping Du
Efficient and Secure Skyline Queries Over Vertical Data Federation. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Rui Pan, Yingqiu Zhu, Baishan Guo, Xuening Zhu, Hansheng Wang
A Sequential Addressing Subsampling Method for Massive Data Analysis Under Memory Constraint. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Dongxiao Yu, Lifang Zhang, Qi Luo, Xiuzhen Cheng, Zhipeng Cai
Maximal Clique Search in Weighted Graphs. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng
A Distributed Privacy-Preserving Learning Dynamics in General Social Networks. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Junxiang Bing, Meng Chen, Min Yang, Weiming Huang, Yongshun Gong, Liqiang Nie
Pre-Trained Semantic Embeddings for POI Categories Based on Multiple Contexts. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yifeng Zheng, Weibo Wang, Songlei Wang, Xiaohua Jia, Hejiao Huang, Cong Wang
SecSkyline: Fast Privacy-Preserving Skyline Queries Over Encrypted Cloud Databases. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Mingjie Li, Yuan-Gen Wang, Peng Zhang, Hanpin Wang, Lisheng Fan, Enxia Li, Wei Wang
Deep Learning for Approximate Nearest Neighbour Search: A Survey and Future Directions. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Ang Li, Yawen Li, Yingxia Shao, Bingyan Liu
Multi-View Scholar Clustering With Dynamic Interest Tracking. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Rui Li, Fan Zhang, Tong Li, Ning Zhang, Tingting Zhang
DMGAN: Dynamic Multi-Hop Graph Attention Network for Traffic Forecasting. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Syed Md. Mukit Rashid, Mohammed Eunus Ali, Muhammad Aamir Cheema
DeepAltTrip: Top-K Alternative Itineraries for Trip Recommendation. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Meng Qin, Chaorui Zhang, Bo Bai, Gong Zhang, Dit-Yan Yeung
High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhenghua Chen
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yicheng Yang, Yonghyun Kwon, Jae Kwang Kim, In Ho Cho
Ultra Data-Oriented Parallel Fractional Hot-Deck Imputation With Efficient Linearized Variance Estimation. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Qinghua Zhang, Chengying Wu, Shuyin Xia, Fan Zhao, Man Gao, Yunlong Cheng, Guoyin Wang
Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Nairouz Mrabah, Mohamed Bouguessa, Mohamed Fawzi Touati, Riadh Ksantini
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yang Gao, Peng Zhang, Chuan Zhou, Hong Yang, Zhao Li, Yue Hu, Philip S. Yu
HGNAS++: Efficient Architecture Search for Heterogeneous Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Chaoquan Cai, Dan Lin
Find Another me Across the World - Large-Scale Semantic Trajectory Analysis Using Spark. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Lei Zhu, Xize Wu, Jingjing Li, Zheng Zhang, Weili Guan, Heng Tao Shen
Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Jixuan Chen, Yifeng Jin, Yihan Li, Zijing Tan, Weidong Yang, Shuai Ma
Effective and Efficient Lexicographical Order Dependency Discovery. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Peng Tang, Rui Chen, Sen Su, Shanqing Guo, Lei Ju, Gaoyuan Liu
Multi-Party Sequential Data Publishing Under Differential Privacy. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu
A Survey on Deep Semi-Supervised Learning. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Shuai Wang, Xin Zhu, Guang Wang, Desheng Zhang, Lai Tu, Tian He
$\mathrm{W}^{2}$Parking: A Data-Driven Win-Win Contract Parking Sharing Mechanism Under Both Supply and Demand Uncertainties. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Wen Bai, Yuncheng Jiang, Yong Tang, Yayang Li
Parallel Core Maintenance of Dynamic Graphs. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chee-Kong Lee, Enhong Chen
Model Inversion Attacks Against Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Jing Zhang, Hong Tao, Chenping Hou
Imbalanced Clustering With Theoretical Learning Bounds. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Kaiwen Wei, Xian Sun, Zequn Zhang, Li Jin, Jingyuan Zhang, Jianwei Lv, Zhi Guo
Implicit Event Argument Extraction With Argument-Argument Relational Knowledge. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Zhaozhe Kang, Jiguo Li, Jian Shen, Jinguang Han, Yuting Zuo, Yichen Zhang
TFS-ABS: Traceable and Forward-Secure Attribute-Based Signature Scheme With Constant-Size. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Tingting Liang, Congying Xia, Haoran Xu, Ziqiang Zhao, Yuyu Yin, Liang Chen, Philip S. Yu
Modeling Reviews for Few-Shot Recommendation via Enhanced Prototypical Network. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Xiangguo Sun, Hongzhi Yin, Bo Liu, Qing Meng, Jiuxin Cao, Alexander Zhou, Hongxu Chen
Structure Learning Via Meta-Hyperedge for Dynamic Rumor Detection. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal, Taha Ceritli, Ernesto Jiménez-Ruiz, Christopher K. I. Williams
AI Assistants: A Framework for Semi-Automated Data Wrangling. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Shen Gao, Haotong Zhang, Xiuying Chen, Chongyang Tao, Dongyan Zhao, Rui Yan
A Trend of AI Conference Convergence in Similarity: An Empirical Study Through Trans-Temporal Heterogeneous Graph. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Shuang Liang, Jie Shao, Jiasheng Zhang, Bin Cui
Graph-Based Non-Sampling for Knowledge Graph Enhanced Recommendation. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Jingyuan Wang, Jiahao Ji, Zhe Jiang, Leilei Sun
Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Liuyi Yao, Yaliang Li, Sheng Li, Jinduo Liu, Mengdi Huai, Aidong Zhang, Jing Gao
Concept-Level Model Interpretation From the Causal Aspect. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Weilong Ren, Kambiz Ghazinour, Xiang Lian
$kt$-Safety: Graph Release via $k$-Anonymity and $t$-Closeness. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Shanshan Feng, Kaiqi Zhao, Lanting Fang, Kaiyu Feng, Wei Wei, Xutao Li, Ling Shao
H-Diffu: Hyperbolic Representations for Information Diffusion Prediction. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Vladimir Braverman, Dan Feldman, Harry Lang, Daniela Rus, Adiel Statman
Least-Mean-Squares Coresets for Infinite Streams. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Manuel Francisco, Juan Luis Castro
A Methodology to Quickly Perform Opinion Mining and Build Supervised Datasets Using Social Networks Mechanics. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Ane Blázquez-García, Kristoffer Wickstrøm, Shujian Yu, Karl Øyvind Mikalsen, Ahcène Boubekki, Angel Conde, Usue Mori, Robert Jenssen, José Antonio Lozano
Selective Imputation for Multivariate Time Series Datasets With Missing Values. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Jiale Han, Bo Cheng, Zhiguo Wan, Wei Lu
Towards Hard Few-Shot Relation Classification. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)