Journal: TKDD

Volume 19, Issue 9

0 -- 0Rong Wang 0003, Zerui Wu, Liangyu Wang, Chaolong Jia, Yunpeng Xiao 0001. A Rumor Propagation Model Based on User Cognition and Evolutionary Game
0 -- 0Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour, Mahdi Jalili, Richi Nayak, Hassan Khosravi. Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering
0 -- 0Guobang Chen, Wenjun Jiang, Kenli Li 0001, Jingjing Wang 0004, Jie Wu 0001, Kian-Lee Tan. Integrating Group Consensus for Competitive Influence Maximization in OSNs
0 -- 0Yuhan Wang 0004, Qing Xie 0002, Mengzi Tang, Lin Li 0001, Jingling Yuan, Yongjian Liu. Erratum: A Dual Perspective Framework of Knowledge-correlation for Cross-domain Recommendation
0 -- 0Hanchen Yang, Jiannong Cao 0001, Wengen Li, Yu Yang 0012, Xiaoyi Li, Lingbai Kong, Yichao Zhang 0001, Jihong Guan, Shuigeng Zhou. Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction
0 -- 0Jinjing Yang, Shaohua Xu, Zebin Yang 0001, Aijun Zhang, Yong-Dao Zhou. Stable Subsampling under Model Misspecification and Covariate Shift
0 -- 0Fang Gong, Tao Lu 0001, Kuayue Liu. Hidden Inverted Specific-Class Distance Measure for Nominal Attributes
0 -- 0Cheng Tu, Yunshan Ma, Yang Li 0215, Min Zhang 0054, Miao Hu, Fan Shi 0003, Xiang Wang 0010. Website Owner Identification through Multi-level Contrastive Representation Learning
0 -- 0Gianlucca L. Zuin, Adriano Veloso. "A 6 or a 9?": Ensemble Learning through the Multiplicity of Performant Models and Explanations
0 -- 0Guangzhi Xiong, Sanchit Sinha, Aidong Zhang. ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning
0 -- 0Xiangjie Kong 0001, Siyue Shuai, Hui Wang 0097, Guojiang Shen, Feng Xia 0001. Dual-View Anomaly Detection in Heterogeneous Information Networks with Hierarchical Neighborhood Fusion
0 -- 0Tianyang Xie, Yong Ge, Shuojia Guo. Accuracy, Fairness, Diversity All at Once: An Influence-Function-Guided Data Enhancement Approach for Recommender System
0 -- 0Meng Jian, Ruoxi Li, Meishan Liu, Meijuan Yang, Shaona Wang, Lifang Wu. Interest-Disentangled Contrastive Sample Generation for Recommendation
0 -- 0Adithya K. Moorthy, Jaya Teja Reddy Pochimireddy, Vijaya Saradhi Vedula, Bhanu Prasad 0001. Towards Fair Decision Boundaries in Clustering: Integrating Disparate Impact Criteria into Maximum Margin Clustering

Volume 19, Issue 8

0 -- 0Shengda Zhuo, Di Wu 0056, Yi He 0007, Shuqiang Huang, Xindong Wu 0001. Online Learning from Mix-typed, Drifted, and Incomplete Streaming Features
0 -- 0Jie Zhao 0022, Chao Chen 0004, Wanyi Zhang, Mingyu Deng, Huayan Pu, Jun Luo 0006. SE-GCL: A Semantic-Enhanced Graph Contrastive Learning Framework for Road Network Embedding
0 -- 0Yue Jian, Miao Zhang 0036, Ziyue Qin, Chuyuan Xie, Kui Xiao, Yan Zhang 0077, Zhifei Li. Adaptive Modality Interaction Transformer for Multimodal Knowledge Graph Completion
0 -- 0Zachary Mcbride Lazri, Danial Dervovic, Antigoni Polychroniadou, Ivan Brugere, Dana Dachman-Soled, Furong Huang, Min Wu 0001. Balancing Fairness and Accuracy in Data-Restricted Binary Classification
0 -- 0Xuchao Li, Peng Zhang 0099, Ru Ma, Chenghang Huo, Fuzhi Zhang. Integrating Heterogeneous Graph Attention Network with Label Propagation for Detecting Spammer Groups on E-Commerce Platforms
0 -- 0Jingyuan Zhang, Lei Yu, Zhirong Huang, Li Yang 0015, Fengjun Zhang. Topology Augmented Multi-Band and Multi-Scale Filtering for Graph Anomaly Detection
0 -- 0Padraig Fitzpatrick, Anna Jurek-Loughrey, Pawel Dlotko. New Automated Approach to Selection of Mapper Clustering Parameters
0 -- 0Yannian Kou, Qiuqiang Lin, Yunhao Wen, Di Fan, Chuanhou Gao. ORIC V2: Improved Feature Interaction Detection Model through Online Random Interaction Chains for Click-Through Rate Prediction
0 -- 0Qi Zhang 0095, Mengmeng Si, Yanfeng Sun, Shaofan Wang, Junbin Gao, Baocai Yin. GFformer: A Graph Transformer for Extracting All Frequency Information from Large-scale Graphs
0 -- 0Chengsen Wang, Qi Qi 0001, Jinming Wu, Haifeng Sun 0001, Zirui Zhuang, Yuhan Jing, Lianyuan Li, Jingyu Wang 0001. MCAKE: Memory-Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection
0 -- 0Yingxia Tang, Yanxuan Wei, Yupeng Hu, Xiangwei Zheng 0001, Cun Ji. Convolutional Network Integrated with Frequency Adaptive Learning for Multivariate Time Series Classification
0 -- 0Fei Ma 0007, Ping Wang 0003. Growth Scale-Free Networks by Various Generative Ways
0 -- 0Ningning Fu, Shengheng Liu, Weiliang Xie, Yongming Huang 0001. Multi-Grained Spatial-Temporal Feature Complementarity for Accurate Online Cellular Traffic Prediction
0 -- 0Xiaoxuan Shen, Fenghua Yu, Qian Wan 0007, Ruxia Liang, Jianwen Sun. Multi-level Contrastive Learning for Knowledge Tracing
0 -- 0Luke W. Yerbury, Ricardo J. G. B. Campello, G. C. Livingston Jr, Mark Goldsworthy, Lachlan O'Neil. On the Use of Relative Validity Indices for Comparing Clustering Approaches
0 -- 0Ji Liu 0003, Beichen Ma, Qiaolin Yu, Ruoming Jin, Jingbo Zhou, Yang Zhou 0001, Huaiyu Dai, Haixun Wang, Dejing Dou, Patrick Valduriez. Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout
0 -- 0Mario Villaizán-Vallelado, Matteo Salvatori, Carlos Segura, Ioannis Arapakis. Corrigendum: Diffusion Models for Tabular Data Imputation and Synthetic Data Generation
0 -- 0Lu Jiang 0007, Ruilou Zhang, Yanan Xiao, Kunpeng Liu 0001, Kaidi Wang, Minghao Yin. Understanding User Perspectives for MOOC Quality Evaluation with Hypergraph Learning
0 -- 0Qian Li 0009, Wenhao Zhang, Bojian Hu, Tun Li, Rong Wang 0003, Shihong Wei, Yunpeng Xiao 0001. A Propagation Model of Derived Topic Based on Cognitive Accumulation and Transfer Learning

Volume 19, Issue 7

0 -- 0Bohao Li 0001, Bowen Du 0001, Junchen Ye. PRIME: Pretraining for Patient Condition Representation with Irregular Multimodal Electronic Health Records
0 -- 0Haoran Zong, Xiao Zhang 0015, Ruichen Li, Jianhui Duan, Derun Zou, Wenzhong Li. Convergence-Guaranteed Federated Learning through Gradient Trajectory Smoothing with Triple-Objective Decomposition
0 -- 0Mohna Chakraborty, Adithya Kulkarni, Qi Li 0012. Weakly Supervised Open-Domain Aspect-Based Sentiment Analysis
0 -- 0Fulan Qian, Wenbin Chen, Hai Chen, Yan Cui, Shu Zhao, Yanping Zhang 0001. Understanding the Robustness of Deep Recommendation under Adversarial Attacks
0 -- 0Ece Alptekin, Berkay Kemal Balioglu, Mehmet Emre Gursoy. Hierarchical Spatial Decompositions under Local Differential Privacy
0 -- 0Jiaqi Wang, Wengen Li, Yulou Shu, Jihong Guan, Yichao Zhang 0001, Shuigeng Zhou. Raker: A Relation-Aware Knowledge Reasoning Model for Inductive Relation Prediction
0 -- 0Hanchen Yang, Jiannong Cao 0001, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou. Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities
0 -- 0Xiya Bu, Yu Liu 0035. Knowledge Graph Fine-grained Modeling Network with Contrastive Learning for Recommendation
0 -- 0Naaek Chinpattanakarn, Chainarong Amornbunchornvej. Framework for Variable-Lag Motif Following Relation Inference in Time Series Using Matrix Profile Analysis
0 -- 0Jianping Zhou 0004, Bin Lu 0005, Zhanyu Liu, Siyu Pan, Xuejun Feng, Hua Wei 0001, Guanjie Zheng, Xinbing Wang, Chenghu Zhou. MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
0 -- 0Xingyu Zhao 0002, Yuexuan An, Ning Xu 0009, Lei Qi 0001, Xin Geng 0001. Interactive Fusion Label Enhancement for Multi-Label Learning
0 -- 0Haifeng Sun 0001, Yuanyi Wang, Han Li, Wei Tang 0013, Zirui Zhuang, Qi Qi 0001, Jingyu Wang 0001. Understanding and Guiding Weakly Supervised Entity Alignment with Potential Isomorphism Propagation
0 -- 0Shichao Zhang 0001, Penghui Xi, Mengqi Jiang, Guixian Zhang, Debo Cheng. Latent Representation Learning for Attributed Graph Anomaly Detection
0 -- 0Gengsen Huang, Wensheng Gan, Philip S. Yu. Towards Sequence Utility Maximization under Utility Occupancy Measure
0 -- 0Huiting Liu 0001, Wei Zhang 0098, Pei-Pei Li 0001, Peng Zhao 0010, Xindong Wu 0001. Causal Meta-learning with Multi-view Graphs for Cold-start Recommendation
0 -- 0Hao Liu 0066, Dong Li, Bing Zeng, Wei Liang, Dongjie Li. Graph Self-attention Mechanism for Interpretable Multi-hop Knowledge Graph Link Prediction
0 -- 0Jian Chen 0011, Yile Chen 0004, Zeyi Wen, Yawen Chen, Jin Huang 0007. Towards Recommendation on Good Quality Data Science Solutions
0 -- 0Zhen Tao, Dinghao Xi, Zhiyu Li, Liumin Tang, Wei Xu 0008. CAT-LLM: Style-enhanced Large Language Models with Text Style Definition for Chinese Article-style Transfer

Volume 19, Issue 6

1 -- 23Shangyang Li, Jiayan Guo. Subgraph Federated Learning with Information Bottleneck Constrained Generative Learning
1 -- 29Jin-Jie Qiu, Shengda Zhuo, Philip S. Yu, Chang-Dong Wang 0001, Shuqiang Huang. Online Learning for Noisy Labeled Streams
1 -- 21Zhaodu Zhang, Yue Chao, Xuejun Ma. Robust Distributed Estimation for Modal Regression under Least Squares Approximation
1 -- 26Jiadong Feng, Wei Li, Suhuang Wu, Zhao Wei, Yong Xu 0007, Juhong Wang, Hui Li 0057. Deep Code Search with Naming-Agnostic Contrastive Multi-View Learning
1 -- 29Muhammad S. T. Alfas, Manoj Kumar, Shaurya Shriyam, Sandeep Kumar 0005. An Efficient Framework for Epidemiological Parameter Estimation via Graph Reduction and Graph Neural Networks
1 -- 26Wei Guan 0006, Jian Cao 0001, Haiyan Zhao 0002, Yang Gu 0002, Shiyou Qian. FeadSeq: A Personalized Federated Anomaly Detection Framework for Discrete Event Sequences
1 -- 25Yue Guan, Yumei He, Ni Huang, Xunhua Guo, Guoqing Chen. Mining Linguistic Styles in Bilateral Matching: A Contrastive Learning Approach to Reciprocal Recommendation
1 -- 20Yufei Jin, Xingquan Zhu 0001. A Systematic Study and Analysis of Graph Neural Networks under Noise
1 -- 32Mario Villaizán-Vallelado, Matteo Salvatori, Carlos Segura, Ioannis Arapakis. Diffusion Models for Tabular Data Imputation and Synthetic Data Generation
1 -- 19Rui Wang 0043, Yanan Wang, Ziang Li, Haitao Cheng, Guozi Sun. Distributed Keyword-guided Topic Model with Lexical Knowledge Supervision
1 -- 34Zimu Wang, Jiashuo Liu, Hao Zou 0001, Xingxuan Zhang, Yue He 0001, Dongxu Liang, Peng Cui 0001. Exploring and Exploiting Data Heterogeneity in Recommendation
1 -- 34Kai Ming Ting, Zhong Zhuang, Guansong Pang, Zongyou Liu, Tianrun Liang, Qiuran Zhao. What Are Anomalies in a Network?
1 -- 49Lucas Potin, Rosa Figueiredo 0001, Vincent Labatut, Christine Largeron. Pattern-Based Graph Classification: Comparison of Quality Measures and Importance of Preprocessing
1 -- 29Budhitama Subagdja, D. Shanthoshigaa, Ah-Hwee Tan. DisambiguART: A Neural-based Inference Model for Knowledge Graph Disambiguation

Volume 19, Issue 5

1 -- 25Fenglin Liu, Xuancheng Ren, Guangxiang Zhao, Chenyu You, Sherry Ma, Xian Wu 0001, Wei Fan 0001, Xu Sun 0001. Rethinking Natural Language Generation with Layer-Wise Multi-View Decoding
1 -- 36Giovanni Micale, Antonio Di Maria, Roberto Grasso, Vincenzo Bonnici, Alfredo Ferro, Dennis Shasha, Rosalba Giugno, Alfredo Pulvirenti. MultiGraphMatch: A Subgraph Matching Algorithm for Multigraphs
1 -- 24Shubham Gupta, Suman Kundu. Communities in Streaming Graphs: Small Space Data Structure, Benchmark Data Generation, and Linear Algorithm
1 -- 23Liming Xu, Yongheng Wang, Chunlin He, Quan Tang 0006, Xianhua Zeng, Jiancheng Lv 0001. Deep Disease Label-guided Graph Convolutional Network for Medical Report Generation
1 -- 21Chun-Yan Sang, Ming Gong, Shigen Liao, Wei Zhou 0028. MA-GCL4SR: Improving Graph Contrastive Learning-Based Sequential Recommendation with Model Augmentation
1 -- 51Lanling Xu, Junjie Zhang 0009, Bingqian Li, Jinpeng Wang 0001, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen. Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis
1 -- 25Moli Lu, Linhao Luo, Xiaofeng Zhang 0002. Beyond Static Boundaries: Unraveling Temporal Overlapping Communities with Information Bottleneck Guidance
1 -- 25Hongjia Xu, LiangLiang Zhang, Yao Ma 0001, Sheng Zhou 0004, Zhuonan Zheng, Jiajun Bu. Learning to Reduce the Scale of Large Graphs: A Comprehensive Survey
1 -- 33Pongsakorn Jirachanchaisiri, Saranya Maneeroj, Atsuhiro Takasu. COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks
1 -- 31Lianyu Hu 0001, Mudi Jiang, Yan Liu, Quan Zou 0001, Zengyou He. Clustering Categorical Data via Multiple Hypothesis Testing
1 -- 30Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim 0001, Vassilis J. Tsotras. Principled Mining, Forecasting, and Monitoring of Honeybee Time Series with EBV+
1 -- 38Xiulin Zheng, Pei-Pei Li 0001, Zan Zhang, Jia Wu 0001, Xindong Wu 0001. A Relation-Constraint Link Prediction Model for Dynamic Knowledge Graphs with Entity Drift
1 -- 21Yuyan Ai, Chaoqun Li 0001, Liangxiao Jiang. Intent-aware Recommendation Based on Principal Component Analysis
1 -- 33Arash Mozhdehi, Yunli Wang, Sun Sun 0002, Xin Wang 0004. SED2AM: Solving Multi-Trip Time-Dependent Vehicle Routing Problem Using Deep Reinforcement Learning
1 -- 19Dong Li, Aijia Zhang, Huan Xiong, Biqing Qi, Junqi Gao. FDphormer: Beyond Homophily with Feature-Difference Position Encoding

Volume 19, Issue 4

1 -- 29Yan Li 0087, Zhulin Wang, Jing Liu, Lei Guo 0015, Philippe Fournier-Viger, Youxi Wu, Xindong Wu 0001. Mining Repetitive Negative Sequential Patterns with Gap Constraints
1 -- 29Yaling Zhao, Lei Tang 0002, Yunji Liang, Zeyu He, Junchi Ma. Optimizing Matching for On-Demand Ride-Pooling with Stochastic Day-to-Day Dynamics
1 -- 24Minh Duc Nguyen, Viet Cuong Ta. Temporal Structural Preserving with Subtree Attention in Dynamic Graph Transformers
1 -- 21Tianchun Wang, Dongsheng Luo, Wei Cheng 0002, Haifeng Chen, Xiang Zhang 0001. DyExplainer: Self-explainable Dynamic Graph Neural Network with Sparse Attentions
1 -- 25Hao Yan 0004, Senzhang Wang, Chaozhuo Li 0001, Jun Yin 0005, Philip S. Yu, Jianxin Wang 0001. Have Our Cake and Eat It: Augmentation Diversity and Semantic Consistency Balanced Graph Contrastive Learning
1 -- 27Fa-You Chen, Yun-Jui Hsu, Chia-Hsun Lu, Hong-Han Shuai, Lo-Yao Yeh, Chih-Ya Shen. Compressing Deep Neural Networks with Goal-Specific Pruning and Self-Distillation
1 -- 26Yang Li 0183, Di Wang 0003, José M. F. Moura. Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention
1 -- 42Zefang Zong, Tao Feng, Jingwei Wang 0002, Tong Xia, Yong Li 0008. Deep Reinforcement Learning for Demand-Driven Services in Logistics and Transportation Systems: A Survey
1 -- 26Hongbin Xia, XiangZhong Meng, Yuan Liu 0021. Non-Parallel Story Author-Style Transfer with Disentangled Representation Learning
1 -- 27Xiuqin Xu, Mingwei Lin, Zeshui Xu, Xin Luo 0001. Attention-Mechanism-Based Neural Latent-Factorization-of-Tensors Model
1 -- 24Zhanyu Liu, Guanjie Zheng, Yanwei Yu. Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting
1 -- 45Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci. Fully Dynamic Clustering and Diversity Maximization in Doubling Metrics
1 -- 23Dongjie Li, Dong Li, Guang Lian. Representation Learning Based on Ordinary Differential Equations for Dynamic Networks
1 -- 33Congcong Chen, Lifei Wei, Jintao Xie, Yang Shi 0002. Privacy-Preserving Machine Learning Based on Cryptography: A Survey

Volume 19, Issue 3

0 -- 0Xinjian Luo, Xianglong Zhang. Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning
0 -- 0Chenyang Wang, Ling Luo 0002, Uwe Aickelin. Time Series Classification with Elasticity Using Augmented Path Signatures
0 -- 0Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga. Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning
0 -- 0Yibo Gao, Zhen Liu, Xinxin Yang, Sibo Lu, Yafan Yuan. Disentangled Multi-Graph Convolution for Cross-Domain Recommendation
0 -- 0Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, SungChul Kim, Handong Zhao, Saurabh Bagchi. Evaluation-free Time-series Forecasting Model Selection via Meta-learning
0 -- 0Víctor Gallego-Fontenla, Pedro Gamallo-Fernandez, Juan Carlos Vidal, Manuel Lama. Gradual Drift Detection in Process Models Using Conformance Metrics
0 -- 0Yu Zhu, Ou Wu, Fengguang Su. Subclass-wise Logit Perturbation for Multi-label Learning
0 -- 0Xuechun Jing, Fuyuan Cao, Kui Yu, Jiye Liang. CM-CaFE: A Clustering Method with Causality-based Feature Embedding
0 -- 0Sisi Wang, Feiping Nie 0001, Zheng Wang 0037, Rong Wang 0001, Xuelong Li 0001. Fuzzy Weighted Principal Component Analysis for Anomaly Detection
0 -- 0Paiheng Xu, Yuhang Zhou, Bang An 0001, Wei Ai 0002, Furong Huang. GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint
0 -- 0Peng Lin, Martin Neil, Norman E. Fenton. Stacking Factorizing Partitioned Expressions in Hybrid Bayesian Network Models
0 -- 0Xiaolin Han 0002, Yikun Zhang, Chenhao Ma 0001, Xuequn Shang 0001, Reynold Cheng, Tobias Grubenmann, Xiaodong Li 0009. Hypergraph-Enhanced Multi-Granularity Stochastic Weight Completion in Sparse Road Networks
0 -- 0Dezhong Yao 0002, Sanmu Li, Zhiwei Wang, Peilin Zhao, Gang Wu, Chen Yu 0003, Hai Jin 0001. Efficient Distributed Sparse Relative Similarity Learning
0 -- 0Yuanhang Shao, Xiuwen Liu. Nonlinear Correct and Smooth for Graph-Based Semi-Supervised Learning
0 -- 0Mengzhuo Guo, Qingpeng Zhang, Daniel Dajun Zeng. An Interpretable Deep Learning-based Model for Decision-making through Piecewise Linear Approximation
0 -- 0Xiangfei Fang, Chengying Huan, Heng Zhang 0005, Yongchao Liu, Shaonan Ma, Yanjun Wu, Chen Zhao. k-Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs
0 -- 0Peng Zhou 0008, Qi Wang, Yunyun Zhang, Zhaolong Ling, Shu Zhao, Xindong Wu 0001. Online Stable Streaming Feature Selection via Feature Aggregation
0 -- 0Jayanta Paul, Siddhartha Mallick, Abhijit Mitra, Anuska Roy, Jaya Sil. Multi-modal Twitter Data Analysis for Identifying Offensive Posts Using a Deep Cross-Attention-based Transformer Framework
0 -- 0Xueyan Liu 0001, Wenzhuo Song, Katarzyna Musial, Yang Li 0030, Xuehua Zhao, Bo Yang 0002. Stochastic Block Models for Complex Network Analysis: A Survey
0 -- 0Mingwei Lin, Hengshuo Yang, Xiuqin Xu, Ling Lin, Zeshui Xu, Xin Luo 0001. Momentum-Accelerated and Biased Unconstrained Non-Negative Latent Factor Model for Handling High-Dimensional and Incomplete Data
0 -- 0Huan Zhang 0007, Liangxiao Jiang, Wenjun Zhang 0012, Geoffrey I. Webb. Dual-View Learning from Crowds
0 -- 0Jian Ying Liu, Chaowei Zhang 0001, Min Zhang, Xiao Qin 0001, Jifu Zhang. Similarity Metrics: Chebyshev Coulomb Force and Resultant Force for High-Dimensional Data
0 -- 0Xiao Gu, Ling Jian, Chongzhi Rao, Zhaohui Bu, Xianggang Cheng. Together Is Better: Knowledge-aware Model with Resume Fusion for Online Job Recommendation
0 -- 0Yongkang Li 0002, Zipei Fan, Xuan Song 0001. Heterogeneous Hyperbolic Hypergraph Neural Network for Friend Recommendation in Location-based Social Networks
0 -- 0Yannian Kou, Qiuqiang Lin, Chuanhou Gao. ORIC: Feature Interaction Detection through Online Random Interaction Chains for Click-Through Rate Prediction

Volume 19, Issue 2

0 -- 0Zhihao Hu, Yiran Xu, Mengnan Du, Jindong Gu, Xinmei Tian 0001, Fengxiang He. Boosting Fair Classifier Generalization through Adaptive Priority Reweighing
0 -- 0Meng Xiao 0001, Min Wu 0008, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou. Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation
0 -- 0Soner Aydin, Sinan Yildirim. Bayesian Frequency Estimation under Local Differential Privacy with an Adaptive Randomized Response Mechanism
0 -- 0Qiang He 0002, Zelin Zhang, Tingting Bi, Hui Fang 0002, XiusHuang Yi, Keping Yu. Adaptive Rumor Suppression on Social Networks: A Multi-Round Hybrid Approach
0 -- 0Yu-Neng Chuang, Kwei-Herng Lai, Ruixiang Tang, Mengnan Du, Chia-Yuan Chang, Na Zou, Xia Hu. Fair-RGNN: Mitigating Relational Bias on Knowledge Graphs
0 -- 0Peng Cui 0007, Zhijie Deng, Wenbo Hu 0001, Jun Zhu 0001. SDE-HNN: Accurate and Well-Calibrated Forecasting Using Stochastic Differential Equations
0 -- 0Haochun Wang, Sendong Zhao, Zewen Qiang, Zijian Li 0020, Chi Liu, Nuwa Xi, Yanrui Du, Bing Qin 0001, Ting Liu 0001. Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Trustworthy Response Generation in Chinese
0 -- 0Shimin Di, Yongqi Zhang, Quanming Yao, Xiaofang Zhou 0001, Lei Chen 0035. Efficient Latent-based Scoring Function Search for N-ary Relational Knowledge Bases
0 -- 0Qiqi Cai, Jian Cao 0001, Yirong Chen, Shiyou Qian, Liangxiao Yuan, Jie Wang 0006. PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction
0 -- 0Guo Lin, Yongfeng Zhang. Fuzzy Neural Logic Reasoning for Robust Classification
0 -- 0Hanwen Hu, Zhangchi Han, Shiyou Qian, Dingyu Yang, Jian Cao 0001, Guangtao Xue. Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting
0 -- 0Zhengyang Mao, Wei Ju, Siyu Yi, Yifan Wang 0014, Zhiping Xiao 0001, Qingqing Long, Nan Yin, Xinwang Liu 0002, Ming Zhang 0004. Learning Knowledge-diverse Experts for Long-tailed Graph Classification
0 -- 0Enyan Dai, Suhang Wang. Towards Prototype-Based Self-Explainable Graph Neural Network
0 -- 0Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu 0001, Enkelejda Kasneci, Xia Hu 0001. Efficient GNN Explanation via Learning Removal-based Attribution
0 -- 0Fulan Qian, Yuanjun Zou, Mengyao Xu, Xuejun Zhang, Chonghao Zhang, Chenchu Xu, Hai Chen. A Comprehensive Understanding of the Impact of Data Augmentation on the Transferability of 3D Adversarial Examples
0 -- 0Wenqi Fan, Shu Zhao, Jiliang Tang. Introduction for the Special Issue on Trustworthy Artificial Intelligence
0 -- 0Hengyuan Zhang, Zitao Liu 0001, Chenming Shang, Dawei Li, Yong Jiang 0001. A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models
0 -- 0Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Bin Liu 0045, Mei Liu, Zijun Yao 0001. Discovering Time-aware Hidden Dependencies with Personalized Graphical Structure in Electronic Health Records
0 -- 0Yongduo Sui, Shuyao Wang, Jie Sun, Zhiyuan Liu 0010, Qing Cui, Longfei Li, Jun Zhou 0011, Xiang Wang 0010, Xiangnan He 0001. A Simple Data Augmentation for Graph Classification: A Perspective of Equivariance and Invariance
0 -- 0Haisong Xia, Wanyue Xu, Zuobai Zhang, Zhongzhi Zhang. Means of Hitting Times for Random Walks on Graphs: Connections, Computation, and Optimization
0 -- 0Yuxi Huang, Huandong Wang, Guanghua Liu, Yong Li 0008, Tao Jiang 0002. NeuralCODE: Neural Compartmental Ordinary Differential Equations Model with AutoML for Interpretable Epidemic Forecasting
0 -- 0Sihang Li 0002, Yanchen Luo, An Zhang 0003, Xiang Wang 0010, Longfei Li, Jun Zhou 0011, Tat-Seng Chua. Self-attentive Rationalization for Interpretable Graph Contrastive Learning
0 -- 0Huan Wang 0005, Yu Teng, Lingsong Qin, Xuan Guo, Po Hu. A Multiple Attention Layer-shareable Method for Link Prediction in Multilayer Networks
0 -- 0Yingxue Zhang 0002, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo 0007. 3-GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding
0 -- 0Zimu Wang, Hao Zou 0001, Jiashuo Liu, Jiayun Wu, Pengfei Tian, Yue He 0001, Peng Cui 0001. AdaptSel: Adaptive Selection of Biased and Debiased Recommendation Models for Varying Test Environments
0 -- 0Li Ma 0012, Yongchao Liu, Xiaofeng Gao 0001, Peng Zhang 0001, Chuntao Hong. Building Robust and Trustworthy HGNN Models: A Learnable Threshold Approach for Node Classification
0 -- 0Mingyuan Fan 0003, Cen Chen 0001, Chengyu Wang 0001, Jun Huang 0007. Exploiting Pre-Trained Models and Low-Frequency Preference for Cost-Effective Transfer-based Attack

Volume 19, Issue 1

0 -- 0Kaijun Liu, Sijie Ruan, Cheng Long 0001, Liang Yu 0005. Modeling On-road Trajectories with Multi-task Learning
0 -- 0Yalan Qin, Nan Pu, Hanzhou Wu, Nicu Sebe. Margin-aware Noise-robust Contrastive Learning for Partially View-aligned Problem
0 -- 0Bing He 0002, Yibo Hu 0002, Yeon-Chang Lee, Soyoung Oh, Gaurav Verma, Srijan Kumar. A Survey on the Role of Crowds in Combating Online Misinformation: Annotators, Evaluators, and Creators
0 -- 0Zhihao Guan, Jia-Qi Yang 0001, Yang Yang 0074, Hengshu Zhu, Wenjie Li 0002, Hui Xiong 0001. JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer
0 -- 0Qingyang Mao, Zhi Li 0057, Qi Liu 0003, Likang Wu, Hefu Zhang, Enhong Chen. Promoting Machine Abilities of Discovering and Utilizing Knowledge in a Unified Zero-Shot Learning Paradigm
0 -- 0Xiao Yu 0010, Hui Liu 0016, Yan Zhang, Yuxiu Lin, Caiming Zhang 0001. Hubness-Enabled Clustering and Recovery for Large-Scale Incomplete Multi-View Data
0 -- 0Bijay Prasad Jaysawal, Jen-Wei Huang. SOHUPDS+: An Efficient One-phase Algorithm for Mining High Utility Patterns over a Data Stream
0 -- 0Jun-Yi Hang, Min-Ling Zhang. Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification
0 -- 0Ruicheng Liang, Yuanchun Jiang, Feida Zhu 0001, Ling Cheng 0002, Huiwen Liu. Defending Federated Recommender Systems against Untargeted Attacks: A Contribution-Aware Robust Aggregation Scheme
0 -- 0Hanwen Hu, Shiyou Qian, Dingyu Yang, Jian Cao 0001, Guangtao Xue. Iterative Time Series Imputation by Maintaining Dependency Consistency
0 -- 0Zhaolong Ling, Bo Li, Yiwen Zhang 0001, Peng Zhou 0008, Xingyu Wu, Yuee Huang, Kui Yu, Xindong Wu 0001. Causal Discovery Using Weight-Based Conditional Independence Test
0 -- 0Zhiwen Zhang 0004, Hongjun Wang 0007, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic Spread
0 -- 0Chengyuan Mai, Tianchi Liao, Chuan Chen 0001, Zibin Zheng. FGTL: Federated Graph Transfer Learning for Node Classification
0 -- 0Donghui Chen, Ling Chen 0001, Zongjiang Shang, Youdong Zhang, Bo Wen, Chenghu Yang. Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting
0 -- 0Yiwen Song, Jingtao Ding, Jian Yuan, Qingmin Liao, Yong Li 0008. Controllable Human Trajectory Generation Using Profile-Guided Latent Diffusion
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