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IEEE Transactions on Knowledge and Data Engineering, Volume 36
Volume 36, Number 1, January 2024
- Armin Danesh Pazho
, Ghazal Alinezhad Noghre
, Arnab A. Purkayastha
, Jagannadh Vempati
, Martin Otto
, Hamed Tabkhi
:
A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed Systems. 1-20 - Chenhe Dong
, Ying Shen
, Shiyang Lin
, Zhenzhou Lin
, Yang Deng
:
A Unified Framework for Contextual and Factoid Question Generation. 21-34 - An-An Liu
, Haochun Lu
, Heyu Zhou
, Tian-Bao Li
, Mohan S. Kankanhalli
:
Balanced Class-Incremental 3D Object Classification and Retrieval. 35-48 - Zhiwen Yu
, Zhijie Zhong
, Kaixiang Yang
, Wenming Cao
, C. L. Philip Chen
:
Broad Learning Autoencoder With Graph Structure for Data Clustering. 49-61 - Xiaocao Ouyang
, Yan Yang
, Wei Zhou
, Yiling Zhang
, Hao Wang
, Wei Huang
:
CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities. 62-76 - Liangshao Hou
, Delin Chu
, Li-Zhi Liao
:
Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization. 77-89 - Zhihao Shen
, Shun Li
, Xi Zhao
, Jianhua Zou
:
CT-Auth: Capacitive Touchscreen-Based Continuous Authentication on Smartphones. 90-106 - Xiaolong Wan
, Xixian Han
, Jinbao Wang
, Jianzhong Li
:
Efficient Discovery of Functional Dependencies on Massive Data. 107-121 - Yinbin Miao
, Yutao Yang
, Xinghua Li
, Linfeng Wei
, Zhiquan Liu
, Robert H. Deng
:
Efficient Privacy-Preserving Spatial Data Query in Cloud Computing. 122-136 - Efrén Rama-Maneiro
, Juan Carlos Vidal
, Manuel Lama
:
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring. 137-151 - Ziyang Wang
, Wei Wei
, Shanshan Feng
, Xian-Ling Mao
, Minghui Qiu
, Dangyang Chen
, Rui Fang
:
Exploiting Group-Level Behavior Pattern for Session-Based Recommendation. 152-166 - Huan Rong
, Gongchi Chen
, Tinghuai Ma
, Victor S. Sheng
, Elisa Bertino
:
FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced Documents With Hybrid-Mask at the Hidden-State Level. 167-183 - Yu Liu
, Qian Ge, Wei Luo, Qiang Huang, Lei Zou
, Haixu Wang, Xin Li
, Chang Liu
:
GraphMM: Graph-Based Vehicular Map Matching by Leveraging Trajectory and Road Correlations. 184-198 - Ting-Ting Su
, Chang-Dong Wang
, Wudong Xi
, Jian-Huang Lai
, Philip S. Yu
:
Hierarchical Alignment With Polar Contrastive Learning for Next-Basket Recommendation. 199-210 - Lianwei Wu
, Pusheng Liu
, Yongqiang Zhao, Peng Wang
, Yanning Zhang
:
Human Cognition-Based Consistency Inference Networks for Multi-Modal Fake News Detection. 211-225 - Ke Liang
, Yue Liu
, Sihang Zhou
, Wenxuan Tu
, Yi Wen
, Xihong Yang
, Xiangjun Dong
, Xinwang Liu
:
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure. 226-238 - Lei Zhu
, Chaoqun Zheng
, Weili Guan
, Jingjing Li
, Yang Yang
, Heng Tao Shen
:
Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey. 239-260 - Haonan Zhang
, Yuyang Ren
, Luoyi Fu
, Xinbing Wang
, Guihai Chen
, Chenghu Zhou
:
Multi-Scale Self-Supervised Graph Contrastive Learning With Injective Node Augmentation. 261-274 - Yixin Chen
, Di Jiang
, Conghui Tan
, Yuanfeng Song
, Chen Jason Zhang, Lei Chen
:
Neural Moderation of ASMR Erotica Content in Social Networks. 275-280 - Hanchen Wang
, Jianke Yu
, Xiaoyang Wang
, Chen Chen
, Wenjie Zhang
, Xuemin Lin
:
Neural Similarity Search on Supergraph Containment. 281-295 - Xinyue Sun
, Qingqing Ye
, Haibo Hu
, Jiawei Duan
, Qiao Xue
, Tianyu Wo
, Jie Xu
:
PUTS: Privacy-Preserving and Utility-Enhancing Framework for Trajectory Synthesization. 296-310 - Byungjin Cho
, Yu Xiao
, Pan Hui
, Daoyi Dong
:
Quantum Bandit With Amplitude Amplification Exploration in an Adversarial Environment. 311-317 - Rundong He
, Zhongyi Han
, Xiankai Lu
, Yilong Yin
:
SAFER-STUDENT for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data. 318-334 - Junliang Yu
, Hongzhi Yin
, Xin Xia
, Tong Chen
, Jundong Li
, Zi Huang
:
Self-Supervised Learning for Recommender Systems: A Survey. 335-355 - Fan Zhang
, Haicheng Guo
, Dian Ouyang
, Shiyu Yang
, Xuemin Lin
, Zhihong Tian
:
Size-Constrained Community Search on Large Networks: An Effective and Efficient Solution. 356-371 - Chuanpan Zheng
, Xiaoliang Fan
, Shirui Pan
, Haibing Jin
, Zhaopeng Peng
, Zonghan Wu
, Cheng Wang
, Philip S. Yu
:
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. 372-385 - Yuankai Wu
, Hongyu Yang
, Yi Lin
, Hong Liu
:
Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction. 386-400 - Zeyu Wang
, Zhenying He
, Peng Wang
, Yang Wang
, Wei Wang
:
Static and Streaming Discovery of Maximal Linear Representation Between Time Series. 401-415 - Xiao Luo
, Yusheng Zhao
, Yifang Qin
, Wei Ju
, Ming Zhang
:
Towards Semi-Supervised Universal Graph Classification. 416-428 - Junfan Huang
, Peipei Kang
, Na Han
, Yonghao Chen
, Xiaozhao Fang
, Hongbo Gao
, Guoxu Zhou
:
Two-Stage Asymmetric Similarity Preserving Hashing for Cross-Modal Retrieval. 429-444 - Li Liu
, Penggang Chen
, Xin Li
, William Kwok-Wai Cheung
, Youmin Zhang
, Qun Liu
, Guoyin Wang
:
WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning. 445-458
Volume 36, Number 2, February 2024
- Shengyu Zhang
, Ziqi Jiang
, Jiangchao Yao
, Fuli Feng
, Kun Kuang
, Zhou Zhao
, Shuo Li
, Hongxia Yang
, Tat-Seng Chua
, Fei Wu
:
Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems. 459-474 - Yue Wang
, Yao Wan
, Lu Bai
, Lixin Cui
, Zhuo Xu
, Ming Li
, Philip S. Yu
, Edwin R. Hancock
:
Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus. 475-489 - Yangyang Wu
, Jun Wang
, Xiaoye Miao
, Wenjia Wang
, Jianwei Yin
:
Differentiable and Scalable Generative Adversarial Models for Data Imputation. 490-503 - Xinyu Chen
, Chengyuan Zhang
, Xiaoxu Chen
, Nicolas Saunier
, Lijun Sun
:
Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression. 504-517 - Dan Zhang
, Wenzheng Feng
, Yuandong Wang
, Zhongang Qi
, Ying Shan, Jie Tang
:
DropConn: Dropout Connection Based Random GNNs for Molecular Property Prediction. 518-529 - Donghao Zhang
, Zhenyu Liu
, Weiqiang Jia, Fei Wu
, Hui Liu
, Jianrong Tan
:
Dual Attention Graph Convolutional Network for Relation Extraction. 530-543 - Pan Li
, Maofei Que
, Alexander Tuzhilin
:
Dual Contrastive Learning for Efficient Static Feature Representation in Sequential Recommendations. 544-555 - Yalan Qin
, Nan Pu
, Hanzhou Wu
:
Elastic Multi-View Subspace Clustering With Pairwise and High-Order Correlations. 556-568 - Tianyang Xie
, Yong Ge
:
Enhance Knowledge Graph Embedding by Mixup. 569-580 - Zhezheng Hao
, Zhoumin Lu
, Guoxu Li
, Feiping Nie
, Rong Wang
, Xuelong Li
:
Ensemble Clustering With Attentional Representation. 581-593 - Tianyu Xu
, Jianfeng Qu
, Wen Hua
, Zhixu Li
, Jiajie Xu
, An Liu
, Lei Zhao
, Xiaofang Zhou
:
Evidence Reasoning and Curriculum Learning for Document-Level Relation Extraction. 594-607 - Jian Zeng
, Leong Hou U
, Xiao Yan
, Yan Li, Mingji Han, Bo Tang
:
Extracting Top- Frequent and Diversified Patterns in Knowledge Graphs. 608-626 - Yu Sun
, Shaoxu Song
, Xiaojie Yuan:
From Minimum Change to Maximum Density: On Determining Near-Optimal S-Repair. 627-639 - Jun Xia
, Haitao Lin
, Yongjie Xu
, Cheng Tan
, Lirong Wu
, Siyuan Li
, Stan Z. Li
:
GNN Cleaner: Label Cleaner for Graph Structured Data. 640-651 - Wei Fang
, Haipeng Jiang
, Hengyang Lu
, Jun Sun
, Xiaojun Wu
, Jerry Chun-Wei Lin
:
GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets. 652-667 - Yuanbo Xu
, En Wang
, Yongjian Yang
, Hui Xiong
:
GS-RS: A Generative Approach for Alleviating Cold Start and Filter Bubbles in Recommender Systems. 668-681 - Ling Yang
, Jiayi Zheng
, Heyuan Wang
, Zhongyi Liu
, Zhilin Huang
, Shenda Hong
, Wentao Zhang, Bin Cui
:
Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization. 682-693 - Jiongnan Liu
, Zhicheng Dou
, Jian-Yun Nie
, Ji-Rong Wen
:
Integrated Personalized and Diversified Search Based on Search Logs. 694-707 - Yan Leng
, Tara Sowrirajan
, Yujia Zhai
, Alex Pentland
:
Interpretable Stochastic Block Influence Model: Measuring Social Influence Among Homophilous Communities. 708-714 - Xiangru Zhu
, Zhixu Li
, Xiaodan Wang
, Xueyao Jiang
, Penglei Sun
, Xuwu Wang
, Yanghua Xiao, Nicholas Jing Yuan:
Multi-Modal Knowledge Graph Construction and Application: A Survey. 715-735 - Wei Zhang
, Zhaohong Deng
, Te Zhang
, Kup-Sze Choi
, Shitong Wang
:
Multi-View Fuzzy Representation Learning With Rules Based Model. 736-749 - Reinald Adrian Pugoy
, Hung-Yu Kao
:
NEAR: Non-Supervised Explainability Architecture for Accurate Review-Based Collaborative Filtering. 750-765 - Yuechen Tao
, Bo Li
, Baochun Li
:
On Atomicity and Confidentiality Across Blockchains Under Failures. 766-780 - Man Zhang
, Xinghua Li
, Yinbin Miao, Bin Luo
, Yanbing Ren
, Siqi Ma
:
PEAK: Privacy-Enhanced Incentive Mechanism for Distributed -Anonymity in LBS. 781-794 - Hong Xie
, Mingze Zhong
, Xiaoyu Shi
, Xiaoying Zhang
, Jiang Zhong
, Mingsheng Shang
:
Probabilistic Modeling of Assimilate-Contrast Effects in Online Rating Systems. 795-808 - Yifu Tang
, Jianxin Li
, Nur Al Hasan Haldar
, Ziyu Guan
, Jiajie Xu
, Chengfei Liu
:
Reliability-Driven Local Community Search in Dynamic Networks. 809-822 - Li Ni
, Junnan Ge
, Yiwen Zhang
, Wenjian Luo
, Victor S. Sheng
:
Semi-Supervised Local Community Detection. 823-839 - Chunyu Liu
, Wei Wu
, Siyu Wu
, Lu Yuan
, Rui Ding
, Fuhui Zhou
, Qihui Wu
:
Social-Enhanced Explainable Recommendation With Knowledge Graph. 840-853 - Yuxin Yao
, Eann A. Patterson
, Richard J. Taylor
:
The Influence of Digital Technologies on Knowledge Management in Engineering: A Systematic Literature Review. 854-867 - Wen-Zhi Li
, Chang-Dong Wang
, Jian-Huang Lai
, Philip S. Yu
:
Towards Effective and Robust Graph Contrastive Learning With Graph Autoencoding. 868-881 - Dimah Dera
, Sabeen Ahmed
, Nidhal Carla Bouaynaya
, Ghulam Rasool
:
TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs. 882-896 - Yonghao Chen
, Xiaozhao Fang
, Yuanyuan Liu
, Wei Zheng
, Peipei Kang
, Na Han
, Shengli Xie
:
Two-Step Strategy for Domain Adaptation Retrieval. 897-912 - Junliang Yu
, Xin Xia
, Tong Chen
, Lizhen Cui
, Nguyen Quoc Viet Hung
, Hongzhi Yin
:
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation. 913-926
Volume 36, Number 3, March 2024
- Bin Luo
, Xinghua Li, Ximeng Liu
, Jingjing Guo
, Yanbing Ren
, Siqi Ma
, Jianfeng Ma
:
$D^{2}MTS$: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing. 927-942 - Xiaoye Qu
, Yingjie Gu
, Qingrong Xia
, Zechang Li
, Zhefeng Wang
, Baoxing Huai
:
A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends. 943-959 - Chakib Fettal
, Lazhar Labiod
, Mohamed Nadif
:
Boosting Subspace Co-Clustering via Bilateral Graph Convolution. 960-971 - Qiaoyu Tan
, Xin Zhang
, Xiao Huang
, Hao Chen
, Jundong Li
, Xia Hu
:
Collaborative Graph Neural Networks for Attributed Network Embedding. 972-986 - Shijie Zhang
, Wei Yuan
, Hongzhi Yin
:
Comprehensive Privacy Analysis on Federated Recommender System Against Attribute Inference Attacks. 987-999 - Yao Tian
, Xi Zhao
, Xiaofang Zhou
:
DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing. 1000-1015 - Han Chen
, Hanchen Wang
, Hongmei Chen
, Ying Zhang
, Wenjie Zhang
, Xuemin Lin
:
Denoising Variational Graph of Graphs Auto-Encoder for Predicting Structured Entity Interactions. 1016-1029 - Chuan Shi
, Houye Ji
, Zhiyuan Lu
, Ye Tang
, Pan Li
, Cheng Yang
:
Distance Information Improves Heterogeneous Graph Neural Networks. 1030-1043 - Jiancheng Du, Yang Gao
:
Domain Adaptation and Summary Distillation for Unsupervised Query Focused Summarization. 1044-1055 - Hongbin Zhang
, Qixin Zhang
, Feng Wu, Yu Yang
:
Dynamic Assortment Selection Under Inventory and Limited Switches Constraints. 1056-1068 - Renjie Sun
, Yanping Wu
, Xiaoyang Wang
, Chen Chen
, Wenjie Zhang
, Xuemin Lin
:
Efficient Balanced Signed Biclique Search in Signed Bipartite Graphs. 1069-1083 - Fuyuan Cao
, Qingqiang Chen
, Ying Xing
, Jiye Liang
:
Efficient Classification by Removing Bayesian Confusing Samples. 1084-1098 - Yu Wang
, Liang Hu
, Xiaofeng Cao
, Yi Chang
, Ivor W. Tsang
:
Enhancing Locally Adaptive Smoothing of Graph Neural Networks Via Laplacian Node Disagreement. 1099-1112 - Dingqi Yang
, Bingqing Qu
, Paolo Rosso
, Philippe Cudré-Mauroux
:
Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs. 1113-1129 - Zhi Chen
, Jiang Duan
, Li Kang
, Hongyan Xu
, Rui Chen
, Guoping Qiu
:
Generating Counterfactual Instances for Explainable Class-Imbalance Learning. 1130-1144 - Kai Yao
, Lijun Chang
, Lu Qin
:
Identifying Large Structural Balanced Cliques in Signed Graphs. 1145-1160 - Hanlin Zhang
, Shuai Lin
, Weiyang Liu
, Pan Zhou
, Jian Tang, Xiaodan Liang
, Eric P. Xing:
Iterative Graph Self-Distillation. 1161-1169 - Quanxiu Wang
, Xinlei Cao
, Jianyong Wang
, Wei Zhang
:
Knowledge-Aware Collaborative Filtering With Pre-Trained Language Model for Personalized Review-Based Rating Prediction. 1170-1182 - Lai Wei
, Shiteng Liu
, Rigui Zhou
, Changming Zhu
, Jin Liu
:
Learning Idempotent Representation for Subspace Clustering. 1183-1197 - Shiou-Chi Li
, Jen-Wei Huang
:
Let the Information Fly: Reconstructing Social Network After a Node Deleted. 1198-1209 - Mei Zhang
, Yong-Dao Zhou
, Zheng Zhou
, Aijun Zhang
:
Model-Free Subsampling Method Based on Uniform Designs. 1210-1220 - Lianhong Wang
, Xiaoyao Li
, Zhihui Luo, Zinan Hu
, Qing Yan:
Multivariate Cognitive Response Framework for Student Performance Prediction on MOOC. 1221-1233 - Sisi Wang
, Feiping Nie
, Zheng Wang
, Rong Wang
, Xuelong Li:
Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace. 1234-1248 - Giulio Ermanno Pibiri
, Roberto Trani
:
Parallel and External-Memory Construction of Minimal Perfect Hash Functions With PTHash. 1249-1259 - Qiannan Zhu
, Haobo Zhang, Qing He, Zhicheng Dou
:
Query-Aware Explainable Product Search With Reinforcement Knowledge Graph Reasoning. 1260-1273 - Huawen Liu
, Wenhua Zhou
, Zongda Wu
, Shichao Zhang, Gang Li
, Xuelong Li:
Refining Codes for Locality Sensitive Hashing. 1274-1284 - Zeli Guan
, Yawen Li
, Zhenhui Pan
, Yuxin Liu
, Zhe Xue
:
RFDG: Reinforcement Federated Domain Generalization. 1285-1298 - Siyuan Guo
, Lixin Zou
, Hechang Chen, Bohao Qu
, Haotian Chi
, Philip S. Yu
, Yi Chang:
Sample Efficient Offline-to-Online Reinforcement Learning. 1299-1310 - Yanting Yin
, Yajing Wu
, Xuebing Yang
, Wensheng Zhang
, Xiaojie Yuan:
Super Resolution Graph With Conditional Normalizing Flows for Temporal Link Prediction. 1311-1327 - Delvin Ce Zhang
, Hady W. Lauw
:
Topic Modeling on Document Networks With Dirichlet Optimal Transport Barycenter. 1328-1340 - Dimitrios Tsitsigkos
, Panagiotis Bouros
, Konstantinos Lampropoulos
, Nikos Mamoulis
, Manolis Terrovitis
:
Two-Layer Space-Oriented Partitioning for Non-Point Data. 1341-1355 - Wenjie Feng, Shenghua Liu, Danai Koutra
, Xueqi Cheng
:
Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms. 1356-1370 - Yuyan Chen
, Yanghua Xiao, Zhixu Li, Bang Liu
:
XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding. 1371-1384
Volume 36, Number 4, April 2024
- Changan Liu
, Xiaotian Zhou
, Ahad N. Zehmakan
, Zhongzhi Zhang
:
A Fast Algorithm for Moderating Critical Nodes via Edge Removal. 1385-1398 - Nikolaos Nakis
, Abdulkadir Çelikkanat
, Sune Lehmann
, Morten Mørup
:
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations. 1399-1412 - Linmei Hu
, Zeyi Liu
, Ziwang Zhao
, Lei Hou
, Liqiang Nie
, Juanzi Li
:
A Survey of Knowledge Enhanced Pre-Trained Language Models. 1413-1430 - Yupian Lin
, Tong Ruan, Jingping Liu, Haofen Wang
:
A Survey on Neural Data-to-Text Generation. 1431-1449 - Xiaokun Zhang
, Bo Xu
, Fenglong Ma
, Chenliang Li
, Liang Yang
, Hongfei Lin
:
Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation. 1450-1462 - Peng Zhou
, Boao Hu
, Dengcheng Yan
, Liang Du
:
Clustering Ensemble via Diffusion on Adaptive Multiplex. 1463-1474 - Le Yu
, Zihang Liu
, Leilei Sun
, Bowen Du
, Chuanren Liu
, Weifeng Lv
:
Continuous-Time User Preference Modelling for Temporal Sets Prediction. 1475-1488 - Alec F. Diallo
, Paul Patras
:
Deciphering Clusters With a Deterministic Measure of Clustering Tendency. 1489-1501 - Haixin Wang
, Huiyu Jiang
, Jinan Sun
, Shikun Zhang
, Chong Chen
, Xian-Sheng Hua
, Xiao Luo
:
DIOR: Learning to Hash With Label Noise Via Dual Partition and Contrastive Learning. 1502-1517 - Xiaowei Ye
, Rong-Hua Li
, Qiangqiang Dai, Hongzhi Chen, Guoren Wang
:
Efficient $k$k-Clique Counting on Large Graphs: The Power of Color-Based Sampling Approaches. 1518-1536 - Zicun Cong
, Baoxu Shi
, Shan Li
, Jaewon Yang
, Qi He
, Jian Pei
:
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently. 1537-1551 - Yalan Qin
, Zhenjun Tang
, Hanzhou Wu
, Guorui Feng
:
Flexible Tensor Learning for Multi-View Clustering With Markov Chain. 1552-1565 - Zhuoran Ma
, Yang Liu
, Yinbin Miao
, Guowen Xu
, Ximeng Liu
, Jianfeng Ma
, Robert H. Deng
:
FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings. 1566-1581 - Harry Kai-Ho Chan
, Cheng Long
, Da Yan
, Raymond Chi-Wing Wong
, Hua Lu
:
Fraction-Score: A Generalized Support Measure for Weighted and Maximal Co-Location Pattern Mining. 1582-1596 - Shuchang Tao
, Qi Cao
, Huawei Shen
, Yunfan Wu
, Liang Hou
, Xueqi Cheng
:
Graph Adversarial Immunization for Certifiable Robustness. 1597-1610 - Yoosof Mashayekhi
, Bo Kang
, Jefrey Lijffijt
, Tijl De Bie
:
GREASE: Graph Imbalance Reduction by Adding Sets of Edges. 1611-1623 - Kamel Abdous
, Nairouz Mrabah
, Mohamed Bouguessa
:
Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding. 1624-1637 - Dan Wang
, Bo Li
, Bin Song
, Chen Chen
, F. Richard Yu
:
HSMH: A Hierarchical Sequence Multi-Hop Reasoning Model With Reinforcement Learning. 1638-1649 - Ting Yu
, Ting Jiang
, Mohamed Jaward Bah
, Chen Zhao
, Hao Huang
, Mengchi Liu
, Shuigeng Zhou
, Zhao Li
, Ji Zhang:
Incremental Maximal Clique Enumeration for Hybrid Edge Changes in Large Dynamic Graphs. 1650-1666 - Qinggang Zhang
, Junnan Dong
, Qiaoyu Tan
, Xiao Huang
:
Integrating Entity Attributes for Error-Aware Knowledge Graph Embedding. 1667-1682 - Yufeng Zhang
, Jialu Pan
, Wanwei Liu
, Zhenbang Chen
, Kenli Li, Ji Wang, Zhiming Liu
, Hongmei Wei
:
Kullback-Leibler Divergence-Based Out-of-Distribution Detection With Flow-Based Generative Models. 1683-1697 - Rong Xing
, Rui Cheng
, Jiwen Huang, Qing Li, Jingmei Zhao
:
Learning to Understand the Vague Graph for Stock Prediction With Momentum Spillovers. 1698-1712 - Shangfei Zheng
, Wei Chen
, Weiqing Wang
, Pengpeng Zhao
, Hongzhi Yin
, Lei Zhao:
Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios. 1713-1727 - Chang Lu
, Chandan K. Reddy
, Ping Wang
, Dong Nie
, Yue Ning
:
Multi-Label Clinical Time-Series Generation via Conditional GAN. 1728-1740 - Weichang Wu
, Xiaolu Zhang
, Shiwan Zhao
, Chilin Fu
, Jun Zhou:
Multi-Task Decouple Learning With Hierarchical Attentive Point Process. 1741-1757 - Haotian Wang
, Kun Kuang, Long Lan
, Zige Wang
, Wanrong Huang
, Fei Wu
, Wenjing Yang
:
Out-of-Distribution Generalization With Causal Feature Separation. 1758-1772 - Liping Wang
, Qiang Liu
, Mengqi Zhang, Yaxuan Hu, Shu Wu
, Liang Wang:
Stage-Aware Hierarchical Attentive Relational Network for Diagnosis Prediction. 1773-1784 - Huandong Wang
, Qizhong Zhang
, Yuchen Wu, Depeng Jin
, Xing Wang, Lin Zhu, Li Yu:
Synthesizing Human Trajectories Based on Variational Point Processes. 1785-1799 - Hao Miao
, Xiaolong Zhong
, Jiaxin Liu
, Yan Zhao
, Xiangyu Zhao
, Weizhu Qian
, Kai Zheng
, Christian S. Jensen
:
Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing. 1800-1814 - Xixun Lin
, Chuan Zhou
, Jia Wu
, Lixin Zou
, Shirui Pan
, Yanan Cao
, Bin Wang
, Shuaiqiang Wang
, Dawei Yin
:
Towards Flexible and Adaptive Neural Process for Cold-Start Recommendation. 1815-1828 - Zhao Chang
, Dong Xie, Sheng Wang, Feifei Li, Yulong Shen
:
Towards Practical Oblivious Join Processing. 1829-1842
Volume 36, Number 5, May 2024
- Ziming Ye
, Xiao Zhang
, Xu Chen
, Hui Xiong
, Dongxiao Yu
:
Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise. 1843-1856 - Yunjun Gao
, Ziquan Fang
, Jiachen Xu
, Shenghao Gong
, Chunhui Shen
, Lu Chen
:
An Efficient and Distributed Framework for Real-Time Trajectory Stream Clustering. 1857-1873 - Meng Li
, Yanzhe Shen
, Guixin Ye
, Jialing He
, Xin Zheng
, Zijian Zhang
, Liehuang Zhu
, Mauro Conti
:
Anonymous, Secure, Traceable, and Efficient Decentralized Digital Forensics. 1874-1888 - Jitao Lu
, Feiping Nie
, Xia Dong
, Rong Wang
, Xuelong Li
:
Bidirectional Attentive Multi-View Clustering. 1889-1901 - Weitao Wan
, Feng Zhang
, Chenyang Zhang
, Mingde Zhang
, Jidong Zhai
, Yunpeng Chai
, Huanchen Zhang
, Wei Lu
, Yuxing Chen
, Haixiang Li, Anqun Pan
, Xiaoyong Du
:
Compressed Data Direct Computing for Databases. 1902-1918 - Hong Qin
, Debiao He
, Qi Feng, Muhammad Khurram Khan
, Min Luo
, Kim-Kwang Raymond Choo
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Cryptographic Primitives in Privacy-Preserving Machine Learning: A Survey. 1919-1934 - Jiaxin Jiang
, Byron Choi
, Xin Huang
, Jianliang Xu
, Sourav S. Bhowmick
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DKWS: A Distributed System for Keyword Search on Massive Graphs. 1935-1950 - Tao Zou
, Le Yu
, Leilei Sun
, Bowen Du
, Deqing Wang
, Fuzhen Zhuang
:
Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction. 1951-1963 - Jun-Xian Chen
, Yue-Jiao Gong
, Wei-Neng Chen
, Jun Zhang
:
EvoS&R: Evolving Multiple Seeds and Radii for Varying Density Data Clustering. 1964-1978 - Youru Li
, Zhenfeng Zhu
, Linxun Chen
, Bin Yang
, Yaxi Wu
, Xiaobo Guo
, Bing Han
, Yao Zhao
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Exploring Large-Scale Financial Knowledge Graph for SMEs Supply Chain Mining. 1979-1990 - Shuangli Li
, Jingbo Zhou
, Tong Xu
, Liang Huang
, Fan Wang
, Haoyi Xiong
, Weili Huang
, Dejing Dou
, Hui Xiong
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GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network. 1991-2008 - Chenxu Wang
, Peijing Jiang
, Xiangliang Zhang
, Pinghui Wang
, Tao Qin
, Xiaohong Guan
:
GTCAlign: Global Topology Consistency-Based Graph Alignment. 2009-2025 - Xuming Hu
, Zhaochen Hong
, Chenwei Zhang, Aiwei Liu
, Shiao Meng
, Lijie Wen
, Irwin King
, Philip S. Yu
:
Reading Broadly to Open Your Mind: Improving Open Relation Extraction With Search Documents Under Self-Supervisions. 2026-2040 - Xiaoling Zhou
, Ou Wu
, Mengyang Li
:
Investigating the Sample Weighting Mechanism Using an Interpretable Weighting Framework. 2041-2055 - Shibo Feng
, Chunyan Miao
, Ke Xu
, Jiaxiang Wu
, Pengcheng Wu
, Yang Zhang
, Peilin Zhao
:
Multi-Scale Attention Flow for Probabilistic Time Series Forecasting. 2056-2068 - Peijie Sun
, Le Wu
, Kun Zhang
, Xiangzhi Chen
, Meng Wang
:
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. 2069-2081 - Xianyong Zhang
, Zhong Yuan
, Duoqian Miao
:
Outlier Detection Using Three-Way Neighborhood Characteristic Regions and Corresponding Fusion Measurement. 2082-2095 - Peng Zhou
, Liang Du
, Xinwang Liu
, Zhaolong Ling
, Xia Ji
, Xuejun Li
, Yi-Dong Shen
:
Partial Clustering Ensemble. 2096-2109 - Hao Zhong
, Yubo Zhang
, Chenggang Yan
, Zuxing Xuan
, Ting Yu
, Ji Zhang
, Shihui Ying
, Yue Gao
:
Penalized Flow Hypergraph Local Clustering. 2110-2125 - Qiang Gao
, Jinyu Hong
, Xovee Xu
, Ping Kuang
, Fan Zhou
, Goce Trajcevski
:
Predicting Human Mobility via Self-Supervised Disentanglement Learning. 2126-2141 - Chris Xing Tian
, Haoliang Li
, Yufei Wang
, Shiqi Wang
:
Privacy-Preserving Constrained Domain Generalization Via Gradient Alignment. 2142-2150 - Taotao Cai
, Qi Lei
, Quan Z. Sheng
, Ningning Cui
, Shuiqiao Yang
, Jian Yang
, Wei Emma Zhang
, Adnan Mahmood
:
Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks. 2151-2165 - Xin Wang, Heng Chang
, Beini Xie
, Tian Bian
, Shiji Zhou
, Daixin Wang
, Zhiqiang Zhang
, Wenwu Zhu:
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification. 2166-2178 - Yinwei Wei
, Xiaoyang Qu
, Xiang Wang
, Yunshan Ma
, Liqiang Nie
, Tat-Seng Chua
:
Rule-Guided Counterfactual Explainable Recommendation. 2179-2190 - Danlei Hu
, Lu Chen
, Hanxi Fang
, Ziquan Fang
, Tianyi Li
, Yunjun Gao
:
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. 2191-2212 - Langzhang Liang
, Zenglin Xu
, Zixing Song
, Irwin King
, Yuan Qi
, Jieping Ye
:
Tackling Long-Tailed Distribution Issue in Graph Neural Networks via Normalization. 2213-2223 - Kai Huang, Yue Cui
, Qingqing Ye, Yan Zhao
, Xi Zhao
, Yao Tian
, Kai Zheng, Haibo Hu
, Xiaofang Zhou
:
TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. 2224-2238 - Weizhu Qian
, Yan Zhao
, Dalin Zhang
, Bowei Chen
, Kai Zheng
, Xiaofang Zhou
:
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting. 2239-2256 - Bardh Prenkaj
, Paola Velardi
:
Unsupervised Detection of Behavioural Drifts With Dynamic Clustering and Trajectory Analysis. 2257-2270 - Hechuan Wen
, Tong Chen
, Li Kheng Chai
, Shazia Sadiq
, Junbin Gao
, Hongzhi Yin
:
Variational Counterfactual Prediction Under Runtime Domain Corruption. 2271-2284 - Qin Liu
, Yu Peng
, Ziyi Tang
, Hongbo Jiang
, Jie Wu
, Tian Wang
, Tao Peng
, Guojun Wang
:
veffChain: Enabling Freshness Authentication of Rich Queries Over Blockchain Databases. 2285-2300
Volume 36, Number 6, June 2024
- Pengfei Li, Yu Hua, Jingnan Jia, Pengfei Zuo:
A Fast Learned Key-Value Store for Concurrent and Distributed Systems. 2301-2315 - Huijun Liu
, Bin Ji
, Jie Yu, Shasha Li, Jun Ma, Zibo Yi
, Mengxue Du
, Miaomiao Li, Jie Liu
, Zeyao Mo:
A More Context-Aware Approach for Textual Adversarial Attacks Using Probability Difference-Guided Beam Search. 2316-2328 - Zhiwen Ren
, Han Fang
, Jie Zhang
, Zehua Ma, Ronghao Lin
, Weiming Zhang, Nenghai Yu
:
A Robust Database Watermarking Scheme That Preserves Statistical Characteristics. 2329-2342 - Yongjun Li
, Xiangyu Li
, Wenli Ji
:
A Trajectory-Oriented Locality-Sensitive Hashing Method for User Identification. 2343-2356 - Rui Zhang
, Yixin Su
, Bayu Distiawan Trisedya
, Xiaoyan Zhao
, Min Yang
, Hong Cheng
, Jianzhong Qi
:
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment Enabled by Large Language Models. 2357-2371 - Youxi Wu
, Yufei Meng
, Yan Li
, Lei Guo
, Xingquan Zhu
, Philippe Fournier-Viger
, Xindong Wu
:
COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time Series Classification. 2372-2387 - Dianer Yu
, Qian Li, Xiangmeng Wang
, Qing Li
, Guandong Xu:
Counterfactual Explainable Conversational Recommendation. 2388-2400 - Chuang Zhao
, Hongke Zhao
, Xiaomeng Li
, Ming He
, Jiahui Wang
, Jianping Fan
:
Cross-Domain Recommendation via Progressive Structural Alignment. 2401-2415 - Xinyue Shao
, Hongzhi Wang
, Xiang Chen
, Xiao Zhu
, Yan Zhang
:
CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models. 2416-2429 - Fengmei Jin
, Wen Hua
, Lei Li
, Boyu Ruan
, Xiaofang Zhou
:
Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential Privacy. 2430-2444 - Ningning Cui
, Dong Wang
, Jianxin Li
, Huaijie Zhu
, Xiaochun Yang
, Jianliang Xu
, Jie Cui
, Hong Zhong
:
Enabling Efficient, Verifiable, and Secure Conjunctive Keyword Search in Hybrid-Storage Blockchains. 2445-2460 - Zhongxiang Sun
, Weijie Yu
, Zihua Si
, Jun Xu
, Zhenhua Dong
, Xu Chen
, Hongteng Xu
, Ji-Rong Wen
:
Explainable Legal Case Matching via Graph Optimal Transport. 2461-2475 - Yulin Zhu
, Liang Tong
, Gaolei Li
, Xiapu Luo
, Kai Zhou
:
FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-Based Node Classification. 2476-2489 - Hongzhi Liu, Yao Zhu
, Zhonghai Wu:
Knowledge Graph-Based Behavior Denoising and Preference Learning for Sequential Recommendation. 2490-2503 - Hui He
, Qi Zhang, Shoujin Wang
, Kun Yi
, Zhendong Niu, Longbing Cao
:
Learning Informative Representation for Fairness-Aware Multivariate Time-Series Forecasting: A Group-Based Perspective. 2504-2516 - Zemin Liu
, Yuan Fang, Wentao Zhang
, Xinming Zhang, Steven C. H. Hoi
:
Locality-Aware Tail Node Embeddings on Homogeneous and Heterogeneous Networks. 2517-2532 - Wei Zhao
, Jiali Mao
, Xingyi Lv
, Cheqing Jin
, Aoying Zhou
:
Multi-Source Domain Adaptation Enhanced Warehouse Dwell Time Prediction. 2533-2547 - Kai Zou
, Xike Xie
, Haoyun Li, X. Sean Wang
:
Multithreading Heterogeneous Graph Aggregation. 2548-2562 - Weiwei Yuan
, Xiang Li
, Donghai Guan
:
Multi-View Attributed Network Embedding Using Manifold Regularization Preserving Non-Negative Matrix Factorization. 2563-2571 - Shuaiqi Liu, Jiannong Cao
, Zhongfen Deng
, Wenting Zhao
, Ruosong Yang
, Zhiyuan Wen
, Philip S. Yu:
Neural Abstractive Summarization for Long Text and Multiple Tables. 2572-2586 - Yunlong Gao
, Yuzhe Feng, Youwei Xie, Jinyan Pan, Feiping Nie
:
Normalized Robust PCA With Adaptive Reconstruction Error Minimization. 2587-2599 - Kejing Yin
, Dong Qian
, William K. Cheung
:
PATNet: Propensity-Adjusted Temporal Network for Joint Imputation and Prediction Using Binary EHRs With Observation Bias. 2600-2613 - Yuhuan Lu
, Dingqi Yang
, Pengyang Wang
, Paolo Rosso
, Philippe Cudré-Mauroux
:
Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction. 2614-2628 - Woojin Doo
, Heeyoung Kim
:
Simultaneous Deep Clustering and Feature Selection via K-Concrete Autoencoder. 2629-2642 - Yan Liu
, Bin Guo
, Jingxiang Meng
, Daqing Zhang
, Zhiwen Yu
:
Spatio-Temporal Memory Augmented Multi-Level Attention Network for Traffic Prediction. 2643-2658 - Cong Xu
, Jun Wang, Wei Zhang:
StableGCN: Decoupling and Reconciling Information Propagation for Collaborative Filtering. 2659-2670 - Yuchen Fang
, Yanjun Qin
, Haiyong Luo
, Fang Zhao
, Kai Zheng
:
STWave$^+$+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting. 2671-2685 - Yizhou Dang
, Enneng Yang
, Guibing Guo, Linying Jiang
, Xingwei Wang, Xiaoxiao Xu
, Qinghui Sun
, Hong Liu
:
TiCoSeRec: Augmenting Data to Uniform Sequences by Time Intervals for Effective Recommendation. 2686-2700 - Jiaqian Ren
, Hao Peng
, Lei Jiang
, Zhiwei Liu
, Jia Wu
, Zhengtao Yu
, Philip S. Yu
:
Uncertainty-Guided Boundary Learning for Imbalanced Social Event Detection. 2701-2715 - Xingyu Zhao
, Yuexuan An
, Ning Xu
, Xin Geng
:
Variational Continuous Label Distribution Learning for Multi-Label Text Classification. 2716-2729 - Zhichao Chen
, Zhihuan Song
, Zhiqiang Ge
:
Variational Inference Over Graph: Knowledge Representation for Deep Process Data Analytics. 2730-2744 - Wei Guan
, Jian Cao
, Haiyan Zhao
, Yang Gu
, Shiyou Qian
:
WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder. 2745-2758
Volume 36, Number 7, July 2024
- Ziqiang Yu
, Xiaohui Yu
, Nick Koudas
, Yueting Chen
, Yang Liu
:
A Distributed Solution for Efficient K Shortest Paths Computation Over Dynamic Road Networks. 2759-2773 - Alberto Hernández Chillón
, Meike Klettke
, Diego Sevilla Ruiz
, Jesús García Molina
:
A Generic Schema Evolution Approach for NoSQL and Relational Databases. 2774-2789 - Sepanta Zeighami
, Raghav Seshadri
, Cyrus Shahabi
:
A Neural Database for Answering Aggregate Queries on Incomplete Relational Data. 2790-2802 - Dimitrios Karapiperis
, Christos Tjortjis
, Vassilios S. Verykios
:
A Suite of Efficient Randomized Algorithms for Streaming Record Linkage. 2803-2813 - Hanqun Cao
, Cheng Tan
, Zhangyang Gao
, Yilun Xu
, Guangyong Chen
, Pheng-Ann Heng
, Stan Z. Li
:
A Survey on Generative Diffusion Models. 2814-2830 - Ming Zhong
, Junyong Yang
, Yuanyuan Zhu
, Tieyun Qian
, Mengchi Liu
, Jeffrey Xu Yu
:
A Unified and Scalable Algorithm Framework of User-Defined Temporal $(k,\mathcal {X})$(k,X)-Core Query. 2831-2845 - Yun Liang
, Yijin Chen
, Qiong Huang
, Haoming Chen
, Feiping Nie
:
An Effective Optimization Method for Fuzzy $k$k-Means With Entropy Regularization. 2846-2861 - Ru Wang
, Shangqi Lu
, Yufei Tao
:
An Index for Set Intersection With Post-Filtering. 2862-2876 - Pengpeng Qiao
, Zhiwei Zhang
, Yuntong Li
, Ye Yuan
, Shuliang Wang
, Guoren Wang
, Jeffrey Xu Yu
:
AStore: Uniformed Adaptive Learned Index and Cache for RDMA-Enabled Key-Value Store. 2877-2894 - Jiangnan Xia
, Yu Yang
, Senzhang Wang
, Hongzhi Yin
, Jiannong Cao
, Philip S. Yu
:
Bayes-Enhanced Multi-View Attention Networks for Robust POI Recommendation. 2895-2909 - Nur Al Hasan Haldar
, Jianxin Li
, Naveed Akhtar
, Yan Jia, Ajmal Mian
:
Co-Engaged Location Group Search in Location-Based Social Networks. 2910-2926 - Shuncheng Liu
, Xu Chen
, Yan Zhao
, Han Su
, Xiaofang Zhou
, Kai Zheng
:
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle. 2927-2941 - Liang Zhang
, Guannan Liu
, Xiaohui Liu
, Junjie Wu
:
Denoising Item Graph With Disentangled Learning for Recommendation. 2942-2955 - Yongfeng Tao
, Minqiang Yang, Huiru Li
, Yushan Wu
, Bin Hu:
DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection. 2956-2966 - Yuren Mao
, Yu Hao
, Xin Cao
, Yixiang Fang
, Xuemin Lin
, Hua Mao
, Zhiqiang Xu
:
Dynamic Graph Embedding via Meta-Learning. 2967-2979 - Benjamin Denham
, Edmund M.-K. Lai
, Roopak Sinha
, M. Asif Naeem
:
Dynamic Quantification With Constrained Error Under Unknown General Dataset Shift. 2980-2994 - Qintian Guo
, Dandan Lin
, Sibo Wang
, Raymond Chi-Wing Wong
, Wenqing Lin
:
Efficient Algorithms for Group Hitting Probability Queries on Large Graphs. 2995-3008 - Jingxuan He
, Xixian Han
, Xiaolong Wan
, Jinbao Wang
:
Efficient Skyline Frequent-Utility Itemset Mining Algorithm on Massive Data. 3009-3023 - Haijun Zhang
, Xian Yang
, Liang Bai
, Jiye Liang
:
Enhancing Drug Recommendations Via Heterogeneous Graph Representation Learning in EHR Networks. 3024-3035 - Hanqi Yan
, Lin Gui
, Menghan Wang
, Kun Zhang
, Yulan He
:
Explainable Recommender With Geometric Information Bottleneck. 3036-3046 - Jiayuan He
, Yuan Li
, Zenan Zhai
, Biaoyan Fang
, Camilo Thorne
, Christian Druckenbrodt
, Saber A. Akhondi
, Karin Verspoor
:
Focused Contrastive Loss for Classification With Pre-Trained Language Models. 3047-3061 - Mingze Ni
, Zhensu Sun
, Wei Liu
:
Fraud's Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process. 3062-3075 - Xingrui Zhuo
, Gongqing Wu
, Zan Zhang
, Xindong Wu
:
Geometric-Contextual Mutual Infomax Path Aggregation for Relation Reasoning on Knowledge Graph. 3076-3090 - Linyao Yang
, Hongyang Chen
, Zhao Li
, Xiao Ding
, Xindong Wu
:
Give us the Facts: Enhancing Large Language Models With Knowledge Graphs for Fact-Aware Language Modeling. 3091-3110 - Pinghui Wang
, Dongdong Xie
, Junzhou Zhao
, Jinsong Li
, Zhicheng Li
, Rundong Li
, Yang Ren
, Jia Di
:
Half-Xor: A Fully-Dynamic Sketch for Estimating the Number of Distinct Values in Big Tables. 3111-3125 - Jian Gao
, Jianshe Wu
, Jingyi Ding
:
Heterogeneous Graph Condensation. 3126-3138 - Chunming Lin
, Bowen Du
, Leilei Sun
, Linchao Li
:
Hierarchical Context Representation and Self-Adaptive Thresholding for Multivariate Anomaly Detection. 3139-3150 - Jiping Zheng
, Fanxu Meng
, Yanhao Wang
, Xiaoyang Wang
, Sheng Wang
, Yuan Ma
, Zhiyang Hao
:
Hybrid Regret Minimization: A Submodular Approach. 3151-3165 - Qihang Zhou
, Shibo He
, Haoyu Liu
, Jiming Chen
, Wenchao Meng
:
Label-Free Multivariate Time Series Anomaly Detection. 3166-3179 - Siyang Weng
, Qingshuai Wang
, Luyi Qu
, Rong Zhang
, Peng Cai
, Weining Qian
, Aoying Zhou
:
Lauca: A Workload Duplicator for Benchmarking Transactional Database Performance. 3180-3194 - Kai Huang
, Gaoya Ouyang
, Qingqing Ye
, Haibo Hu
, Bolong Zheng
, Xi Zhao, Ruiyuan Zhang
, Xiaofang Zhou
:
LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols. 3195-3209 - Hang Chen
, Bingyu Liao
, Jing Luo
, Wenjing Zhu
, Xinyu Yang
:
Learning a Structural Causal Model for Intuition Reasoning in Conversation. 3210-3223 - Yifang Qin
, Wei Ju
, Hongjun Wu
, Xiao Luo, Ming Zhang:
Learning Graph ODE for Continuous-Time Sequential Recommendation. 3224-3236 - Huafeng Liu
, Liping Jing
, Jian Yu, Michael K. Ng
:
Learning Hierarchical Preferences for Recommendation With Mixture Intention Neural Stochastic Processes. 3237-3251 - Pieter Dewulf
, Michiel Stock
, Bernard De Baets
:
Link Prediction in Stagewise Graphs. 3252-3264 - Li Ni
, Qiuyu Li
, Yiwen Zhang
, Wenjian Luo
, Victor S. Sheng
:
LSADEN: Local Spatial-Aware Community Detection in Evolving Geo-Social Networks. 3265-3280 - Jun Hu
, Bryan Hooi
, Shengsheng Qian
, Quan Fang
, Changsheng Xu
:
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering. 3281-3296 - Qin Liu
, Yu Peng
, Mingzuo Xu
, Hongbo Jiang
, Jie Wu
, Tian Wang
, Tao Peng
, Guojun Wang
:
MPV: Enabling Fine-Grained Query Authentication in Hybrid-Storage Blockchain. 3297-3311 - Yangfan Jiang
, Xinjian Luo
, Yuncheng Wu
, Xiaochen Zhu
, Xiaokui Xiao
, Beng Chin Ooi
:
On Data Distribution Leakage in Cross-Silo Federated Learning. 3312-3328 - Jian Chen
, Hong Gao
, Kaiqi Zhang
, Jiachi Wang
, Yubo Luo
, Zhenqing Wu
, Jianzhong Li
:
On Efficiently Processing MIT Queries in Trajectory Data. 3329-3347 - Jiahui Sun
, Haiming Jin
, Zhaoxing Yang
, Lu Su
:
Optimizing Long-Term Efficiency and Fairness in Ride-Hailing Under Budget Constraint via Joint Order Dispatching and Driver Repositioning. 3348-3362 - Ruiqi Zheng
, Liang Qu
, Tong Chen
, Kai Zheng
, Yuhui Shi, Hongzhi Yin:
Personalized Elastic Embedding Learning for On-Device Recommendation. 3363-3375 - Yiqing Wu
, Ruobing Xie
, Yongchun Zhu
, Fuzhen Zhuang, Xu Zhang
, Leyu Lin
, Qing He:
Personalized Prompt for Sequential Recommendation. 3376-3389 - Yan Zhen
, Yunfei Wang
, Peng He
, Yaping Cui
, Ruyan Wang
, Dapeng Wu
:
Popularity Balanced Multi-Task Bundling for Mobile Crowd Sensing. 3390-3401 - Yuyao Wang
, Jie Cao
, Youquan Wang
, Jia Wu
, Yangyang Liu
:
Position Matters: Play a Sequential Game to Detect Significant Communities. 3402-3416 - Fangcheng Fu
, Xuanyu Wang
, Jiawei Jiang, Huanran Xue
, Bui Cui:
ProjPert: Projection-Based Perturbation for Label Protection in Split Learning Based Vertical Federated Learning. 3417-3428 - Xiaoshan Yu
, Chuan Qin
, Dazhong Shen
, Haiping Ma
, Le Zhang
, Xingyi Zhang
, Hengshu Zhu
, Hui Xiong
:
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. 3429-3442 - Xiangmeng Wang
, Qian Li, Dianer Yu
, Qing Li
, Guandong Xu:
Reinforced Path Reasoning for Counterfactual Explainable Recommendation. 3443-3459 - Feiping Nie
, Qiang Chen
, Weizhong Yu
, Xuelong Li
:
Row-Sparse Principal Component Analysis via Coordinate Descent Method. 3460-3471 - Jianhao Guo
, Siliang Tang
, Juncheng Li
, Kaihang Pan
, Lingfei Wu
:
RustGraph: Robust Anomaly Detection in Dynamic Graphs by Jointly Learning Structural-Temporal Dependency. 3472-3485 - Shenbao Yu
, Yifeng Zeng
, Yinghui Pan, Fan Yang
:
SNMCF: A Scalable Non-Negative Matrix Co-Factorization for Student Cognitive Modeling. 3486-3500 - Junyu Li
, Fei Qi
, Haoliang Yuan
, Cheng Zhong
, Hongmin Cai
:
Stacked Network to Realize Spectral Clustering With Adaptive Graph Learning. 3501-3513 - Meiyu Liang
, Yawen Li
, Yang Yu, Xiaowen Cao, Zhe Xue
, Ang Li, Kangkang Lu:
Structures Aware Fine-Grained Contrastive Adversarial Hashing for Cross-Media Retrieval. 3514-3528 - Venktesh V
, Mukesh K. Mohania
, Vikram Goyal
:
TagRec++: Hierarchical Label Aware Attention Network for Question Categorization. 3529-3540 - Yang Xu
, Lei Zhu
, Jingjing Li
, Fengling Li
, Heng Tao Shen
:
Temporal Social Graph Network Hashing for Efficient Recommendation. 3541-3555 - Ding Zou
, Sen Zhao
, Wei Wei
, Xian-Ling Mao
, Ruixuan Li
, Dangyang Chen
, Rui Fang
, Yuanyuan Fu
:
Towards Hierarchical Intent Disentanglement for Bundle Recommendation. 3556-3567 - Yanming Li
, Shiye Wang
, Changsheng Li
, Ye Yuan
, Guoren Wang
:
Towards Very Deep Representation Learning for Subspace Clustering. 3568-3579 - Shirui Pan
, Linhao Luo
, Yufei Wang, Chen Chen
, Jiapu Wang
, Xindong Wu
:
Unifying Large Language Models and Knowledge Graphs: A Roadmap. 3580-3599 - Hangyu Zheng
, Youhuan Li, Fang Xiong, Xiaosen Li
, Lei Zou
, Peifan Shi
, Zheng Qin
:
Vertex Encoding for Edge Nonexistence Determination With SIMD Acceleration. 3600-3614 - Yang Liu
, Yan Kang
, Tianyuan Zou
, Yanhong Pu
, Yuanqin He
, Xiaozhou Ye
, Ye Ouyang
, Ya-Qin Zhang
, Qiang Yang:
Vertical Federated Learning: Concepts, Advances, and Challenges. 3615-3634
Volume 18, Number 7, August 2024
- Jingyi Cui, Guangquan Xu, Jian Liu, Shicheng Feng, Jianli Wang, Hao Peng, Shihui Fu, Zhaohua Zheng, James Xi Zheng, Shaoying Liu:
ID-SR: Privacy-Preserving Social Recommendation Based on Infinite Divisibility for Trustworthy AI. 161 - Xihong Yang, Yiqi Wang, Yue Liu, Yi Wen, Lingyuan Meng, Sihang Zhou, Xinwang Liu, En Zhu:
Mixed Graph Contrastive Network for Semi-supervised Node Classification. 162 - Zhaolong Ling, Enqi Xu, Peng Zhou, Liang Du, Kui Yu, Xindong Wu:
Fair Feature Selection: A Causal Perspective. 163 - Öykü Deniz Köse, Yanning Shen:
FairGAT: Fairness-Aware Graph Attention Networks. 164 - Shenghao Liu, Yu Zhang, Lingzhi Yi, Xianjun Deng, Laurence T. Yang, Bang Wang:
Dual-Side Adversarial Learning Based Fair Recommendation for Sensitive Attribute Filtering. 165 - Tiandi Ye, Cen Chen, Yinggui Wang, Xiang Li, Ming Gao:
BapFL: You can Backdoor Personalized Federated Learning. 166 - Feifei Li, Yuanbin Wang, Oya Beyan, Mirjam Schöneck, Liliana Lourenco Caldeira:
Voxel-Wise Medical Image Generalization for Eliminating Distribution Shift. 167 - Cheng Wen, Yuandao Cai, Bin Zhang, Jie Su, Zhiwu Xu, Dugang Liu, Shengchao Qin, Zhong Ming, Cong Tian:
Automatically Inspecting Thousands of Static Bug Warnings with Large Language Model: How Far Are We? 168 - Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen:
Attacking Social Media via Behavior Poisoning. 169 - Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski, Izabela Szczech, Robert Susmaga, Sofya Aksenyuk, Uladzimir Ivashka, Oleksandr Yasinskyi:
Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios. 170 - Yunkai Chen, Qimeng Wang, Shiwei Wu, Yan Gao, Tong Xu, Yao Hu:
TOMGPT: Reliable Text-Only Training Approach for Cost-Effective Multi-modal Large Language Model. 171 - Jiaxin Zhang, Yiqi Wang, Xihong Yang, En Zhu:
A Fully Test-time Training Framework for Semi-supervised Node Classification on Out-of-Distribution Graphs. 172 - Ronghang Zhu, Dongliang Guo, Daiqing Qi, Zhixuan Chu, Xiang Yu, Sheng Li:
A Survey of Trustworthy Representation Learning Across Domains. 173
- Mengyao Li, Zhiyong Li, Zhibang Yang, Xu Zhou, Yifan Li, Ziyan Wu, Lingzhao Kong, Ke Nai:
SA2E-AD: A Stacked Attention Autoencoder for Anomaly Detection in Multivariate Time Series. 174 - Wen-Ming Zhuang, Chih-Yao Chen, Cheng-Te Li:
Towards Robust Rumor Detection with Graph Contrastive and Curriculum Learning. 175 - Lei Zhang, Lele Fu, Chen Liu, Zhao Yang, Jinghua Yang, Zibin Zheng, Chuan Chen:
Toward Few-Label Vertical Federated Learning. 176 - Xinru Liu, Yongjing Hao, Lei Zhao, Guanfeng Liu, Victor S. Sheng, Pengpeng Zhao:
LMACL: Improving Graph Collaborative Filtering with Learnable Model Augmentation Contrastive Learning. 177 - Philipp Schlieper, Hermann Luft, Kai Klede, Christoph Strohmeyer, Björn M. Eskofier, Dario Zanca:
Enhancing Unsupervised Outlier Model Selection: A Study on IREOS Algorithms. 178 - Hongjie Sui, Huan Yan, Tianyi Zheng, Wenzhen Huang, Yunlin Zhuang, Yong Li:
Congestion-aware Spatio-Temporal Graph Convolutional Network-based A* Search Algorithm for Fastest Route Search. 179 - Manuele Bicego, Ferdinando Cicalese:
Computing Random Forest-distances in the presence of missing data. 180 - Jiayi Deng, Danyang Huang, Bo Zhang:
Distributed Pseudo-Likelihood Method for Community Detection in Large-Scale Networks. 181 - Bolun "Namir" Xia, Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents. 182
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