IEEE Transactions on Knowledge and Data Engineering 2023: all accepted papers
- Learning From Noisy Labels via Dynamic Loss Thresholding ↗Hao Yang, You-Zhi Jin, Ziyin Li et al.10 citations
- Learning Region Similarities via Graph-Based Deep Metric Learning ↗Yunxiang Zhao, Jianzhong Qi, Bayu Distiawan Trisedya et al.10 citations
- Neural Abstractive Summarization for Long Text and Multiple Tables ↗Shuaiqi Liu, Jiannong Cao, Zhongfen Deng et al.10 citations
- Neural Similarity Search on Supergraph Containment ↗Hanchen Wang, Jianke Yu, Xiaoyang Wang et al.10 citations
- Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace ↗Sisi Wang, Feiping Nie, Zheng Wang et al.10 citations
- PATNet: Propensity-Adjusted Temporal Network for Joint Imputation and Prediction Using Binary EHRs With Observation Bias ↗Kejing Yin, Dong Qian, William K. Cheung10 citations
- Set Reconciliation Using Ternary and Invertible Bloom Filters ↗Seung‐Eun Lee, Hayoung Byun, Hyesook Lim10 citations
- Smoothing Outlier Scores Is All You Need to Improve Outlier Detectors ↗Jiawei Yang, Susanto Rahardja, Pasi Fränti10 citations
- Stage-Aware Hierarchical Attentive Relational Network for Diagnosis Prediction ↗Liping Wang, Qiang Liu, Mengqi Zhang et al.10 citations
- Towards Hard Few-Shot Relation Classification ↗Jiale Han, Bo Hao Cheng, Zhiguo Wan et al.10 citations
- Towards Hierarchical Intent Disentanglement for Bundle Recommendation ↗Ding Zou, Sen Zhao, Wei Wei et al.10 citations
- Two-Step Strategy for Domain Adaptation Retrieval ↗Yonghao Chen, Xiaozhao Fang, Yuanyuan Liu et al.10 citations
- Unsupervised Adaptive Bipartite Graph Embedding ↗Jianyong Zhu, Xinyun Chen, Hui Yang et al.10 citations
- Balanced and Unbalanced Triangle Count in Signed Networks ↗Aikta Arya, Pradumn Kumar Pandey, Akrati Saxena9 citations
- CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models ↗Xinyue Shao, Hongzhi Wang, Xiang Chen et al.9 citations
- D2MTS: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing ↗Bin Luo, Xinghua Li, Ximeng Liu et al.9 citations
- Dual-View Preference Learning for Adaptive Recommendation ↗Zhongzhou Liu, Yuan Fang, Min Wu9 citations
- Efficient Discovery of Functional Dependencies on Massive Data ↗Xiaolong Wan, Xixian Han, Jinbao Wang et al.9 citations
- Efficiently Counting Triangles for Hypergraph Streams by Reservoir-Based Sampling ↗Lingling Zhang, Zhiwei Zhang, Guoren Wang et al.9 citations
- Empowering A* Algorithm With Neuralized Variational Heuristics for Fastest Route Recommendation ↗Minrui Xu, Jiajie Xu, Rui Hong Zhou et al.9 citations
- Explainable Legal Case Matching via Graph Optimal Transport ↗Zhongxiang Sun, Weijie Yu, Zihua Si et al.9 citations
- Integrated Personalized and Diversified Search Based on Search Logs ↗Jiongnan Liu, Zhicheng Dou, Jian‐Yun Nie et al.9 citations
- MSDS: A Novel Framework for Multi-Source Data Selection Based Cross-Network Node Classification ↗Hui Xin He, Hongwei Yang, Weizhe Zhang et al.9 citations
- Multi-Scale Self-Supervised Graph Contrastive Learning With Injective Node Augmentation ↗Haonan Zhang, Yuyang Ren, Luoyi Fu et al.9 citations
- Network Controllability Perspectives on Graph Representation ↗Anwar Said, Obaid Ullah Ahmad, Waseem Abbas et al.9 citations
- PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM ↗Tsz Nam Chan, Zhe Li, Leong Hou U et al.9 citations
- Reading Broadly to Open Your Mind: Improving Open Relation Extraction With Search Documents Under Self-Supervisions ↗Xuming Hu, Zhaochen Hong, Chenwei Zhang et al.9 citations
- Spatial Index Structures for Modern Storage Devices: A Survey ↗Anderson Chaves Carniel, Cristina Dutra de Aguiar Ciferri9 citations
- A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations ↗Nikolaos Nakis, Abdulkadir Çelikkanat, Sune Lehmann et al.8 citations
- Contact Tracing Over Uncertain Indoor Positioning Data ↗Tiantian Liu, Huan Li, Hua Cai Lu et al.8 citations
- Deep Multi-Modal Hashing With Semantic Enhancement for Multi-Label Micro-Video Retrieval ↗Peiguang Jing, Haoyi Sun, Liqiang Nie et al.8 citations
- Dual Contrastive Learning for Efficient Static Feature Representation in Sequential Recommendations ↗Pan Li, Maofei Que, Alexander Tuzhilin8 citations
- Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential Privacy ↗Fengmei Jin, Wen Hua, Lei Li et al.8 citations
- FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently ↗Zicun Cong, Baoxu Shi, Shan Li et al.8 citations
- Geometric Affinity Propagation for Clustering With Network Knowledge ↗Omar Maddouri, Xiaoning Qian, Byung-Jun Yoon8 citations
- HANM: Hierarchical Additive Noise Model for Many-to-One Causality Discovery ↗Boxiang Zhao, Shuliang Wang, Lianhua Chi et al.8 citations
- Multi-View Attributed Network Embedding Using Manifold Regularization Preserving Non-Negative Matrix Factorization ↗Weiwei Yuan, Xiang Li, Donghai Guan8 citations
- NMTF-LTM: Towards an Alignment of Semantics for Lifelong Topic Modeling ↗Zhiqi Lei, Liu Hai, Jiaxing Yan et al.8 citations
- Collaborative Learning With Heterogeneous Local Models: A Rule-Based Knowledge Fusion Approach ↗Ying Pang, Haibo Zhang, Jeremiah D. Deng et al.7 citations
- Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization ↗Liangshao Hou, Delin Chu, Li‐Zhi Liao7 citations
- DKWS: A Distributed System for Keyword Search on Massive Graphs ↗Jiaxin Jiang, Byron Koon Kau Choi, Xin Sunny Huang et al.7 citations
- Deciphering Clusters With a Deterministic Measure of Clustering Tendency ↗Alec F. Diallo, Paul Patras7 citations
- Evidence Reasoning and Curriculum Learning for Document-level Relation Extraction ↗Tianyu Xu, Jianfeng Qu, Wen Hua et al.7 citations
- Focused Contrastive Loss for Classification With Pre-Trained Language Models ↗Jiayuan He, Yuan Li, Zenan Zhai et al.7 citations
- Incremental Maximal Clique Enumeration for Hybrid Edge Changes in Large Dynamic Graphs ↗Ting Yu, Ting Jiang, Mohamed Jaward Bah et al.7 citations
- Large-Scale Graph Label Propagation on GPUs ↗Chang Ye, Yuchen Li, Bingsheng He et al.7 citations
- Online Learning From Evolving Feature Spaces With Deep Variational Models ↗Heng Lian, Di Wu, Bojian Hou et al.7 citations
- Penalized Flow Hypergraph Local Clustering ↗Hao Zhong, Yubo Zhang, Chenggang Clarence Yan et al.7 citations
- PrigSim: Towards Privacy-Preserving Graph Similarity Search as a Cloud Service ↗Songlei Wang, Yifeng Zheng, Xiaohua Jia et al.7 citations
- SAFER-STUDENT for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data ↗Rundong He, Zhongyi Han, Xiankai Lu et al.7 citations
- StableGCN: Decoupling and Reconciling Information Propagation for Collaborative Filtering ↗Cong Xu, Jun Wang, Wei Zhang7 citations
- Temporal Graph Cube ↗Guoren Wang, Yue Zeng, Rong-Hua Li et al.7 citations
- Towards More General Loss and Setting in Unsupervised Domain Adaptation ↗Changjian Shui, Ruizhi Pu, Gezheng Xu et al.7 citations
- Towards Practical Oblivious Join Processing ↗Zhao Chang, Dong Xie, Sheng Wang et al.7 citations
- XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding ↗Yuyan Chen, Yanghua Xiao, Zhixu Li et al.7 citations
- A Sequential Addressing Subsampling Method for Massive Data Analysis Under Memory Constraint ↗Rui Pan, Yingqiu Zhu, Baishan Guo et al.6 citations
- An Efficient Adaptive Multi-Kernel Learning With Safe Screening Rule for Outlier Detection ↗Xinye Wang, Lei Duan, Chengxin He et al.6 citations
- Efficient Classification by Removing Bayesian Confusing Samples ↗Fuyuan Cao, Qingqiang Chen, Ying Xing et al.6 citations
- Exploring Large-Scale Financial Knowledge Graph for SMEs Supply Chain Mining ↗Youru Li, Zhenfeng Zhu, Linxun Chen et al.6 citations
- Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs ↗Pengfei Ding, Yan Wang, Guanfeng Liu et al.6 citations
- Hiding From Centrality Measures: A Stackelberg Game Perspective ↗Marcin Waniek, Jan Woźnica, Kai Zhou et al.6 citations
- Hierarchical Dynamic Graph Clustering Network ↗Jie Chen, Licheng Jiao, Xu Liu et al.6 citations
- HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing ↗Xiao Gang Han, Yuncong Yang, Junjie Wu et al.6 citations
- Identifying Large Structural Balanced Cliques in Signed Graphs ↗Kai Lun Yao, Lijun Chang, Lu Qin6 citations
- Instance Selection via Voronoi Neighbors for Binary Classification Tasks ↗Ying Fu, Kaibo Liu, Wenbin Zhu6 citations
- LUNA: Efficient Backward-Private Dynamic Symmetric Searchable Encryption Scheme With Secure Deletion in Encrypted Database ↗Siyi Lv, Yanyu Huang, Xinhao Li et al.6 citations
- Maximal Clique Search in Weighted Graphs ↗Dongxiao Yu, Lifang Zhang, Qi Luo et al.6 citations
- Multi-Party Sequential Data Publishing Under Differential Privacy ↗Peng Tang, Rui Chen, Sen Su et al.6 citations
- Multivariate Cognitive Response Framework for Student Performance Prediction on MOOC ↗Lianhong Wang, Xiaoyao Li, Jake Luo et al.6 citations
- Online Learning With Incremental Feature Space and Bandit Feedback ↗Shilin Gu, Tingjin Luo, Ming He et al.6 citations
- Progressive Hard Negative Masking: From Global Uniformity to Local Tolerance ↗Qingqiang Sun, Wenjie Zhang, Xuemin Lin6 citations
- Rethink the Linearizability Constraints of Raft for Distributed Systems ↗Yangyang Wang, Zikai Wang, Yunpeng Chai et al.6 citations
- Rule-Guided Counterfactual Explainable Recommendation ↗Yinwei Wei, Xiaoyang Qu, Xiang Wang et al.6 citations
- Seesaw Counting Filter: A Dynamic Filtering Framework for Vulnerable Negative Keys ↗Meng Li, Deyi Chen, Haipeng Dai et al.6 citations
- Super Resolution Graph With Conditional Normalizing Flows for Temporal Link Prediction ↗Yanting Yin, Yajing Wu, Xuebing Yang et al.6 citations
- Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms ↗Wenjie Feng, Shenghua Liu, Danai Koutra et al.6 citations
- A Crowd-Enabled Approach for Privacy-Enhanced and Personalized Safe Route Planning for Fixed or Flexible Destinations ↗Fariha Tabassum Islam, Tanzima Hashem, Rifat Shahriyar5 citations
- A More Context-Aware Approach for Textual Adversarial Attacks Using Probability Difference-Guided Beam Search ↗Huijun Liu, Bin Ji, Jie Yu et al.5 citations
- A Neural Database for Answering Aggregate Queries on Incomplete Relational Data ↗Sepanta Zeighami, Raghav Seshadri, Cyrus Shahabi5 citations
- Co-Engaged Location Group Search in Location-Based Social Networks ↗Nur Al Hasan Haldar, Jianxin Li, Naveed Akhtar et al.5 citations
- Compressed Data Direct Computing for Databases ↗Weitao Wan, Feng Zhang, Chenyang Zhang et al.5 citations
- EPS2: Privacy Preserving Set-Valued Data Analysis in the Shuffle Model ↗Leixia Wang, Qingqing Ye, Haibo Hu et al.5 citations
- Efficient -Clique Counting on Large Graphs: The Power of Color-Based Sampling Approaches ↗Xiaowei Ye, Rong-Hua Li, Qiangqiang Dai et al.5 citations
- Fast Gumbel-Max Sketch and its Applications ↗Yuanming Zhang, Pinghui Wang, Yiyan Qi et al.5 citations
- FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced Documents With Hybrid-Mask at the Hidden-State Level ↗Huan Rong, Gongchi Chen, Tinghuai Ma et al.5 citations
- Generalized Measure-Biased Sampling and Priority Sampling ↗Zhao Chang, Feifei Li, Yulong Shen5 citations
- Hybrid Regret Minimization: A Submodular Approach ↗Jiping Zheng, Fanxu Meng, Yanhao Wang et al.5 citations
- I-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems ↗Yao Yao, Bin Liu, Haoxun He et al.5 citations
- Locality-Aware Tail Node Embeddings on Homogeneous and Heterogeneous Networks ↗Zemin Liu, Yuan Fang, Wentao Zhang et al.5 citations
- Noised Multi-Layer Networks Clustering With Graph Denoising and Structure Learning ↗Wenming Wu, Wensheng Zhang, Maoguo Gong et al.5 citations
- Privacy-Preserving Constrained Domain Generalization Via Gradient Alignment ↗Chris Xing Tian, Haoliang Li, Yufei Wang et al.5 citations
- Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks ↗Taotao Cai, Qi Lei, Quan Z. Sheng et al.5 citations
- Towards Adaptive Information Fusion in Graph Convolutional Networks ↗Meiqi Zhu, Xiao Wang, Chuan Shi et al.5 citations
- Training Recommenders Over Large Item Corpus With Importance Sampling ↗Defu Lian, Zhenguo Gao, Xia Song et al.5 citations
- WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm ↗Yujia Zhou, Jing Yao, Ledell Wu et al.5 citations
- When Learned Indexes Meet Persistent Memory: The Analysis and the Optimization ↗Lixiao Cui, Yijing Luo, Yusen Li et al.5 citations
- Acquiring New Knowledge Without Losing Old Ones for Effective Continual Dialogue Policy Learning ↗Huimin Wang, Yunyan Zhang, Yifan Yang et al.4 citations
- An Effective Optimization Method for Fuzzy k-Means With Entropy Regularization ↗Yun Liang, Yijin Chen, Qiong Huang et al.4 citations
- Domain Adaptation and Summary Distillation for Unsupervised Query Focused Summarization ↗Jiancheng Du, Yang Gao4 citations
- Efficiently Supporting Multi-Level Serializability in Decentralized Database Systems ↗Zhanhao Zhao, Hongyao Zhao, Qiyu Zhuang et al.4 citations
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