Journal: TKDD

Volume 18, Issue 9

0 -- 0Wei Liu 0061, Leong Hou U, Shangsong Liang, Huaijie Zhu, Jianxing Yu, Yubao Liu, Jian Yin 0001. N Recommendation
0 -- 0Hongjun Wang 0002, Yi Song, Wei Chen 0141, Zhipeng Luo, Chongshou Li, Tianrui Li 0001. A Survey of Co-Clustering
0 -- 0Zhu Wang, Fengxia Han, Shengjie Zhao. A Survey on Knowledge Graph Related Research in Smart City Domain
0 -- 0Tao Tan, Hong Xie 0004, Xiaoyu Shi 0001, Mingsheng Shang 0001. A Meta-Learning Approach to Mitigating the Estimation Bias of Q-Learning
0 -- 0Yidong Wang, Meng Ding, Jinhui Xu 0001, Di Wang 0015. Fair Single Index Model
0 -- 0Yan Gong, Georgina Cosma, Axel Finke. VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-modal Information Retrieval
0 -- 0Min-Jeong Kim, Yeon-Chang Lee, David Y. Kang, Sang-Wook Kim. Trustworthiness-Driven Graph Convolutional Networks for Signed Network Embedding
0 -- 0Konstantin Voevodski. Large-Scale K-Clustering
0 -- 0Paul Burkhardt. Triangle Centrality
0 -- 0Keyi Li, Sen Yang 0002, Travis M. Sullivan, Randall S. Burd, Ivan Marsic. ProcessGAN: Generating Privacy-Preserving Time-Aware Process Data with Conditional Generative Adversarial Nets
0 -- 0Jiaqian Ren, Hao Peng 0001, Lei Jiang 0003, Zhifeng Hao, Jia Wu 0001, Shengxiang Gao, Zhengtao Yu 0001, Qiang Yang. Toward Cross-Lingual Social Event Detection with Hybrid Knowledge Distillation
0 -- 0Yonghao Liu, Mengyu Li, Ximing Li 0002, Lan Huang 0002, Fausto Giunchiglia, Yanchun Liang 0001, Xiaoyue Feng, Renchu Guan. Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training
0 -- 0Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar. FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning
0 -- 0Qiaohong Yu, Huandong Wang, Yu Liu 0016, Depeng Jin, Yong Li 0008, Lin Zhu, Junlan Feng. Mobility Prediction via Rule-enhanced Knowledge Graph
0 -- 0Kewei Cheng, Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Yizhou Sun. Neural-Symbolic Methods for Knowledge Graph Reasoning: A Survey
0 -- 0Jose Cribeiro-Ramallo, Vadim Arzamasov, Klemens Böhm. Efficient Generation of Hidden Outliers for Improved Outlier Detection
0 -- 0Longji Huang, Jianbin Huang, He Li 0006, JiangTao Cui. LSTGCN: Inductive Spatial Temporal Imputation Using Long Short-Term Dependencies
0 -- 0Shuo Yu, Feng Xia 0001, Honglong Chen, Ivan Lee 0001, Lianhua Chi, Hanghang Tong. Heterogeneous Network Motif Coding, Counting, and Profiling
0 -- 0Jun Tan, Zhifeng Qiu, Ning Gui. Graph Representation Learning Enhanced Semi-Supervised Feature Selection
0 -- 0Jiacheng Yang, Miaoxin Chen, Cao Liu, Boqi Dai, Hai-Tao Zheng 0002, Hui Wang 0030, Rui Xie 0005, Hong-Gee Kim. A Segment Augmentation and Prediction Consistency Framework for Multi-label Unknown Intent Detection
0 -- 0Yifan Li, Shuhan Qi, Xuan Wang 0002, Jiajia Zhang 0001, Lei Cui. A Novel Tree-Based Method for Interpretable Reinforcement Learning
0 -- 0Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu. Feature Selection as Deep Sequential Generative Learning
0 -- 0Qianru Zhang, Zheng Wang 0046, Cheng Long 0001, Siu-Ming Yiu. Billiards Sports Analytics: Datasets and Tasks
0 -- 0Rahul Kumar, João Mendes-Moreira, Joydeep Chandra. Spatio-Temporal Parallel Transformer Based Model for Traffic Prediction
0 -- 0Lele Fu, Sheng Huang, Lei Zhang 0183, Jinghua Yang, Zibin Zheng, Chuanfu Zhang, Chuan Chen 0001. Subspace-Contrastive Multi-View Clustering
0 -- 0Jiahui Feng, Hefu Liu, Jingmei Zhou, Yang Zhou. A Spatial-Temporal Aggregated Graph Neural Network for Docked Bike-sharing Demand Forecasting
0 -- 0Shucheng Li, Jingzhou Zhu, Boyu Chang, Hao Wu 0067, Fengyuan Xu, Sheng Zhong 0002. Multi-Label and Evolvable Dataset Preparation for Web-Based Object Detection
0 -- 0Nan Yin, Li Shen 0008, Chong Chen 0002, Xiansheng Hua 0001, Xiao Luo 0001. SPORT: A Subgraph Perspective on Graph Classification with Label Noise

Volume 18, Issue 8

0 -- 0Xiangyu Wei, Wei Wang 0012, Chongsheng Zhang, Weiping Ding 0001, Bin Wang 0062, Yaguan Qian, Zhen Han, Chunhua Su. Neighbor-Enhanced Representation Learning for Link Prediction in Dynamic Heterogeneous Attributed Networks
0 -- 0Tianhai Liang, Qiangqiang Shen, Shuqin Wang, Yongyong Chen, Guokai Zhang, Junxin Chen. Data Completion-Guided Unified Graph Learning for Incomplete Multi-View Clustering
0 -- 0Xiangyu Li, Hua Wang 0007. On Mean-Optimal Robust Linear Discriminant Analysis
0 -- 0Fengcheng Lu, Michael Kwok-Po Ng. FastHGNN: A New Sampling Technique for Learning with Hypergraph Neural Networks
0 -- 0Munan Li, Kai Liu, Hongbo Liu 0001, Zheng Zhao, Tomas E. Ward, Xindong Wu 0001. Heterogeneous Meta-Path Graph Learning for Higher-Order Social Recommendation
0 -- 0Yifan He, Yatao Bian, Xi Ding, Bingzhe Wu, Jihong Guan, Ji Zhang 0001, Shuigeng Zhou. Variate Associated Domain Adaptation for Unsupervised Multivariate Time Series Anomaly Detection
0 -- 0Yuliang Liang, Enneng Yang, Guibing Guo, Wei Cai, Linying Jiang, Xingwei Wang 0001. Deconfounding User Preference in Recommendation Systems through Implicit and Explicit Feedback
0 -- 0Yang Zhang 0042, Ting Yu 0004, Shengqiang Chi, Zhen Wang, Yue Gao 0002, Ji Zhang 0001, Tianshu Zhou. Attribute Diversity Aware Community Detection on Attributed Graphs Using Three-View Graph Attention Neural Networks
0 -- 0Tong Li 0013, Shuodi Hui, Shiyuan Zhang, Huandong Wang, Yuheng Zhang, Pan Hui 0001, Depeng Jin, Yong Li 0008. Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN
0 -- 0Jiao Yin 0003, Wei Hong, Hua Wang 0002, Jinli Cao, Yuan Miao 0001, Yanchun Zhang. A Compact Vulnerability Knowledge Graph for Risk Assessment
0 -- 0Bo Peng 0009, Ziqi Chen, Srinivasan Parthasarathy 0001, Xia Ning. Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation
0 -- 0HongYu Li, Lefei Zhang, Kehua Su, Wei Yu 0009. MICCF: A Mutual Information Constrained Clustering Framework for Learning Clustering-Oriented Feature Representations
0 -- 0Chengwu Liao, Chao Chen 0004, Wanyi Zhang, Suiming Guo, Chao Liu. AGENDA: Predicting Trip Purposes with A New Graph Embedding Network and Active Domain Adaptation
0 -- 0Fei Ma, Ping Wang 0003. Structural Properties on Scale-Free Tree Network with an Ultra-Large Diameter
0 -- 0Shifei Ding, Benyu Wu, Ling Ding 0001, Xiao Xu 0006, Lili Guo, Hongmei Liao, Xindong Wu 0001. Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder
0 -- 0Lingkai Yang, Sally I. McClean, Mark P. Donnelly, Kashaf Khan, Kevin Burke. Detecting Process Duration Drift Using Gamma Mixture Models in a Left-Truncated and Right-Censored Environment
0 -- 0Yuyang Qian, Zhen-yu Zhang, Peng Zhao 0006, Zhi-Hua Zhou. Learning with Asynchronous Labels
0 -- 0Mingchen Sun, Yingji Li, Ying Wang 0009, Xin Wang 0035. Towards Domain-Aware Stable Meta Learning for Out-of-Distribution Generalization
0 -- 0Penghang Yu, Bing-Kun Bao, Zhiyi Tan 0002, Guanming Lu. Improving Graph Collaborative Filtering with Directional Behavior Enhanced Contrastive Learning
0 -- 0Jiaye Li, Jinjing Shi, Jian Zhang 0048, Yuhu Lu, Qin Li 0009, Chunlin Yu, Shichao Zhang 0001. Quantum Nearest Neighbor Collaborative Filtering Algorithm for Recommendation System
0 -- 0Ziyu Zhao, Yuqi Bai, Ruoxuan Xiong, Qingyu Cao, Chao Ma 0009, Ning Jiang, Fei Wu 0001, Kun Kuang. Learning Individual Treatment Effects under Heterogeneous Interference in Networks
0 -- 0Peng Zhou 0008, Yufeng Guo, Haoran Yu, Yuanting Yan, Yanping Zhang, Xindong Wu 0001. Concept Evolution Detecting over Feature Streams
0 -- 0Siyuan Meng, Jie Zhou 0017, Xuxin Chen, Yufei Liu, Fengyuan Lu, Xinli Huang. Structure-Information-Based Reasoning over the Knowledge Graph: A Survey of Methods and Applications
0 -- 0Ocheme Anthony Ekle, William Eberle. Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
0 -- 0Yinqiu Huang, Min Gao 0001, Kai Shu, Chenghua Lin, Jia Wang, Wei Zhou 0028. EML: Emotion-Aware Meta Learning for Cross-Event False Information Detection
0 -- 0Victor Gomes De Oliveira Martins Nicola, Karina Valdivia Delgado, Marcelo De Souza Lauretto. Imbalance-Robust Multi-Label Self-Adjusting kNN
0 -- 0Chunnan Wang, Xiangyu Shi, Hongzhi Wang 0001. Fair Federated Learning with Multi-Objective Hyperparameter Optimization
0 -- 0Yunjia Xi, Weiwen Liu, Xinyi Dai, Ruiming Tang, Qing Liu 0020, Weinan Zhang 0001, Yong Yu 0001. Utility-Oriented Reranking with Counterfactual Context

Volume 18, Issue 7

161 -- 0Jingyi Cui, Guangquan Xu, Jian Liu 0004, Shicheng Feng, Jianli Wang, Hao Peng 0002, Shihui Fu, Zhaohua Zheng, James Xi Zheng, Shaoying Liu. ID-SR: Privacy-Preserving Social Recommendation Based on Infinite Divisibility for Trustworthy AI
162 -- 0Xihong Yang, Yiqi Wang 0001, Yue Liu 0008, Yi Wen 0001, Lingyuan Meng, Sihang Zhou 0001, Xinwang Liu 0002, En Zhu. Mixed Graph Contrastive Network for Semi-supervised Node Classification
163 -- 0Zhaolong Ling, Enqi Xu, Peng Zhou 0006, Liang Du 0003, Kui Yu, Xindong Wu 0001. Fair Feature Selection: A Causal Perspective
164 -- 0Öykü Deniz Köse, Yanning Shen. FairGAT: Fairness-Aware Graph Attention Networks
165 -- 0Shenghao Liu, Yu Zhang, Lingzhi Yi, Xianjun Deng, Laurence T. Yang, Bang Wang. Dual-Side Adversarial Learning Based Fair Recommendation for Sensitive Attribute Filtering
166 -- 0Tiandi Ye, Cen Chen, Yinggui Wang, Xiang Li 0067, Ming Gao 0001. BapFL: You can Backdoor Personalized Federated Learning
167 -- 0Feifei Li, Yuanbin Wang, Oya Beyan, Mirjam Schöneck, Liliana Lourenco Caldeira. Voxel-Wise Medical Image Generalization for Eliminating Distribution Shift
168 -- 0Cheng Wen, Yuandao Cai, Bin Zhang, Jie Su, Zhiwu Xu 0001, Dugang Liu, Shengchao Qin, Zhong Ming 0001, Cong Tian. Automatically Inspecting Thousands of Static Bug Warnings with Large Language Model: How Far Are We?
169 -- 0Chenwang Wu, Defu Lian, Yong Ge, Min Zhou 0006, Enhong Chen. Attacking Social Media via Behavior Poisoning
170 -- 0Dariusz 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
171 -- 0Yunkai Chen, Qimeng Wang, Shiwei Wu, Yan Gao, Tong Xu 0001, Yao Hu. TOMGPT: Reliable Text-Only Training Approach for Cost-Effective Multi-modal Large Language Model
172 -- 0Jiaxin Zhang 0030, Yiqi Wang 0001, Xihong Yang, En Zhu. A Fully Test-time Training Framework for Semi-supervised Node Classification on Out-of-Distribution Graphs
173 -- 0Ronghang Zhu, Dongliang Guo 0002, Daiqing Qi, Zhixuan Chu, Xiang Yu 0002, Sheng Li 0001. A Survey of Trustworthy Representation Learning Across Domains
174 -- 0Mengyao Li, Zhiyong Li 0001, ZhiBang Yang, Xu Zhou, Yifan Li 0005, Ziyan Wu, Lingzhao Kong, Ke Nai. SA2E-AD: A Stacked Attention Autoencoder for Anomaly Detection in Multivariate Time Series
175 -- 0Wen-Ming Zhuang, Chih-Yao Chen, Cheng-Te Li. Towards Robust Rumor Detection with Graph Contrastive and Curriculum Learning
176 -- 0Lei Zhang 0183, Lele Fu, Chen Liu, Zhao Yang, Jinghua Yang, Zibin Zheng, Chuan Chen 0001. Toward Few-Label Vertical Federated Learning
177 -- 0Xinru Liu, Yongjing Hao, Lei Zhao 0001, Guanfeng Liu 0001, Victor S. Sheng, Pengpeng Zhao. LMACL: Improving Graph Collaborative Filtering with Learnable Model Augmentation Contrastive Learning
178 -- 0Philipp Schlieper, Hermann Luft, Kai Klede, Christoph Strohmeyer, Björn M. Eskofier, Dario Zanca. Enhancing Unsupervised Outlier Model Selection: A Study on IREOS Algorithms
179 -- 0Hongjie Sui, Huan Yan, Tianyi Zheng, Wenzhen Huang, Yunlin Zhuang, Yong Li 0008. Congestion-aware Spatio-Temporal Graph Convolutional Network-based A* Search Algorithm for Fastest Route Search
180 -- 0Manuele Bicego, Ferdinando Cicalese. Computing Random Forest-distances in the presence of missing data
181 -- 0Jiayi Deng, Danyang Huang, Bo Zhang. Distributed Pseudo-Likelihood Method for Community Detection in Large-Scale Networks
182 -- 0Bolun "Namir" Xia, Vipula Rawte, Aparna Gupta, Mohammed J. Zaki. FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents

Volume 18, Issue 6

0 -- 0Zhe Chen, Aixin Sun. DP-GCN: Node Classification by Connectivity and Local Topology Structure on Real-World Network
0 -- 0Jingfeng Yang, Hongye Jin, Ruixiang Tang, Xiaotian Han, Qizhang Feng, Haoming Jiang, Shaochen Zhong, Bing Yin, Xia Ben Hu. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
0 -- 0Derun Song, Enneng Yang, Guibing Guo, Li Shen 0008, Linying Jiang, Xingwei Wang 0001. Multi-Scenario and Multi-Task Aware Feature Interaction for Recommendation System
0 -- 0Yimei Zheng, Caiyan Jia. ProtoMGAE: Prototype-Aware Masked Graph Auto-Encoder for Graph Representation Learning
0 -- 0Huiping Chen, Alessio Conte, Roberto Grossi, Grigorios Loukides, Solon P. Pissis, Michelle Sweering. On Breaking Truss-based and Core-based Communities
0 -- 0Richard Connor 0001, Lucia Vadicamo. Zen: A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces
0 -- 0Guosheng Cui, Ruxin Wang 0001, Dan Wu 0002, Ye Li 0002. Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization
0 -- 0Chi Zhang 0049, Linhao Cai, Meng Chen, Xiucheng Li, Gao Cong. DeepMeshCity: A Deep Learning Model for Urban Grid Prediction
0 -- 0George Paterakis, Stefanos Fafalios, Paulos Charonyktakis, Vassilis Christophides, Ioannis Tsamardinos. Do We Really Need Imputation in AutoML Predictive Modeling?
0 -- 0Konstantinos Theocharidis, Panagiotis Karras, Manolis Terrovitis, Spiros Skiadopoulos, Hady W. Lauw. Adaptive Content-Aware Influence Maximization via Online Learning to Rank
0 -- 0Sherry Sahebi, Mengfan Yao, Siqian Zhao, Reza Feyzi-Behnagh. MoMENt: Marked Point Processes with Memory-Enhanced Neural Networks for User Activity Modeling
0 -- 0Sarwan Ali, Muhammad Ahmad, Maham Anwer Beg, Imdadullah Khan, Safiullah Faizullah, Muhammad Asad Khan. SsAG: Summarization and Sparsification of Attributed Graphs
0 -- 0Hong Zhao, Zhengyu Li, Wenwei He, Yan Zhao. Hierarchical Convolutional Neural Network with Knowledge Complementation for Long-Tailed Classification
0 -- 0Yuhan Wang, Qing Xie 0002, Mengzi Tang, Lin Li 0001, Jingling Yuan, Yongjian Liu. A Dual Perspective Framework of Knowledge-correlation for Cross-domain Recommendation
0 -- 0Hongwei Yang, Hui He, Weizhe Zhang, Yan Wang 0002, Lin Jing. Multi-Source and Multi-modal Deep Network Embedding for Cross-Network Node Classification
0 -- 0Wentai Zhang 0004, Haihong E, Haoran Luo, Mingzhi Sun. FulBM: Fast Fully Batch Maintenance for Landmark-based 3-hop Cover Labeling
0 -- 0Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu. Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling
0 -- 0Zhibin Gu, Songhe Feng, Zhendong Li, Jiazheng Yuan, Jun Liu 0036. NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering
0 -- 0Yang Yang, Feifei Wang, Enqiang Zhu, Fei Jiang, Wen Yao. Social Behavior Analysis in Exclusive Enterprise Social Networks by FastHAND
0 -- 0Xuefei Li, Huiwei Zhou, Weihong Yao, Wenchu Li, Baojie Liu, Yingyu Lin. Intricate Spatiotemporal Dependency Learning for Temporal Knowledge Graph Reasoning
0 -- 0Acong Zhang, Jincheng Huang, Ping Li 0024, Kai Zhang 0001. Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks
0 -- 0Jiadi Han, Yufei Tang, Qian Tao, Yuhan Xia, LiMing Zhang. Dual Homogeneity Hypergraph Motifs with Cross-view Contrastive Learning for Multiple Social Recommendations
0 -- 0Can Rong, Zhicheng Liu, Jingtao Ding, Yong Li 0008. Learning to Generate Temporal Origin-destination Flow Based-on Urban Regional Features and Traffic Information
0 -- 0Houquan Zhou 0002, Shenghua Liu, Huawei Shen, Xueqi Cheng. Node Embedding Preserving Graph Summarization
0 -- 0Chen Zhao 0010, Feng Mi, Xintao Wu, Kai Jiang, Latifur Khan, Feng Chen 0001. Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness
0 -- 0April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang 0160, Tong Yu 0001, SungChul Kim, Franck Dernoncourt, Nesreen K. Ahmed. Fairness-Aware Graph Neural Networks: A Survey
0 -- 0Minyoung Choe, Jaemin Yoo, Geon Lee, Woonsung Baek, U Kang, Kijung Shin. Representative and Back-In-Time Sampling from Real-world Hypergraphs

Volume 18, Issue 5

0 -- 0Kuldeep Singh 0003, Bhaskar Biswas. Mining Top-k High On-shelf Utility Itemsets Using Novel Threshold Raising Strategies
0 -- 0Sajedeh Moradnia, Mousa Golalizadeh. Supervised Clustering of Persian Handwritten Images Using Regularization and Dimension Reduction Methods
0 -- 0Rujing Yao, Ou Wu. A Taxonomy for Learning with Perturbation and Algorithms
0 -- 0Sharon Torao-Pingi, Richi Nayak, Md. Abul Bashar. Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach
0 -- 0Li Ni, Rui Ye, Wenjian Luo, Yiwen Zhang 0001. Local Community Detection in Multiple Private Networks
0 -- 0Yongduo Sui, Wenyu Mao, Shuyao Wang, Xiang Wang 0010, Jiancan Wu, Xiangnan He 0001, Tat-Seng Chua. Enhancing Out-of-distribution Generalization on Graphs via Causal Attention Learning
0 -- 0Jianshan Sun, Suyuan Mei, Kun Yuan, Yuanchun Jiang, Jie Cao 0001. Prerequisite-Enhanced Category-Aware Graph Neural Networks for Course Recommendation
0 -- 0Kai-Lang Yao, Wu-Jun Li. Asymmetric Learning for Graph Neural Network based Link Prediction
0 -- 0Hongjie Chen, Hoda Eldardiry. Graph Time-series Modeling in Deep Learning: A Survey
0 -- 0Huan Rong, Minfeng Qian, Tinghuai Ma, Di Jin 0001, Victor S. Sheng. CoBjeason: Reasoning Covered Object in Image by Multi-Agent Collaboration Based on Informed Knowledge Graph
0 -- 0Gengsen Huang, Wensheng Gan, Philip S. Yu. TaSPM: Targeted Sequential Pattern Mining
0 -- 0Kai Sun, Huajie Jiang, Yongli Hu, Baocai Yin. Incorporating Multi-Level Sampling with Adaptive Aggregation for Inductive Knowledge Graph Completion
0 -- 0Ansel Y. Rodríguez González, Ramón Aranda, Miguel Ángel Álvarez Carmona, Ángel Díaz-Pacheco, Rosa María Valdovinos Rosas. X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining
0 -- 0Wei Qin, Xiaowei Wang, Zhenzhen Hu, Lei Wang 0185, Yunshi Lan, Richang Hong. Math Word Problem Generation via Disentangled Memory Retrieval
0 -- 0Yannis Poulakis, Christos Doulkeridis, Dimosthenis Kyriazis. A Survey on AutoML Methods and Systems for Clustering
0 -- 0Yuehui Han. Generation-based Multi-view Contrast for Self-supervised Graph Representation Learning
0 -- 0Yicheng Pan 0002, Yifan Zhang, Xinrui Jiang, Meng Ma, Ping Wang 0003. EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series
0 -- 0Pradumn Kumar Pandey, Aikta Arya, Akrati Saxena. X-distribution: Retraceable Power-law Exponent of Complex Networks
0 -- 0Fadi Dornaika, Zoulfikar Ibrahim, Alireza Bosaghzadeh. Scalable and Inductive Semi-supervised Classifier with Sample Weighting Based on Graph Topology
0 -- 0Yichen Zhu, Bo Jiang 0003, Haiming Jin, Mengtian Zhang, Feng Gao, Jianqiang Huang, Tao Lin, Xinbing Wang. Networked Time-series Prediction with Incomplete Data via Generative Adversarial Network
0 -- 0Tianxiang Luan, Shilin Gu, Xijia Tang, Wenzhang Zhuge, Chenping Hou. Multi-Instance Learning with One Side Label Noise
0 -- 0Lei Zhang 0199, Yong Liu 0020, Zhiwei Zeng, Yiming Cao, Xingyu Wu, Yonghui Xu, Zhiqi Shen 0001, LiZhen Cui. Package Arrival Time Prediction via Knowledge Distillation Graph Neural Network
0 -- 0Songgaojun Deng, Olivier Sprangers, Ming Li 0068, Sebastian Schelter, Maarten de Rijke. Domain Generalization in Time Series Forecasting
0 -- 0Wentao Hu, Hui Fang 0002. Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach
0 -- 0Xiaobo Guo, Mingming Ha, Xuewen Tao, Shaoshuai Li, Youru Li, Zhenfeng Zhu, Zhiyong Shen, Li Ma. Multi-Task Learning with Sequential Dependence Toward Industrial Applications: A Systematic Formulation
0 -- 0Haobo Wang, Cheng Peng, Hede Dong, Lei Feng 0006, Weiwei Liu 0003, Tianlei Hu, Ke Chen 0005, Gang Chen 0001. On the Value of Head Labels in Multi-Label Text Classification
0 -- 0Chuan-Wei Kuo, Bo-Yu Chen, Wen-Chih Peng, Chih-Chieh Hung, Hsin-Ning Su. Correlation-aware Graph Data Augmentation with Implicit and Explicit Neighbors
0 -- 0Samira Khodabandehlou, Alireza Hashemi Golpayegani. FiFrauD: Unsupervised Financial Fraud Detection in Dynamic Graph Streams
0 -- 0Mingxing Duan, Kenli Li 0001, Weinan Zhang 0001, Jiarui Qin, Bin Xiao 0001. Attacking Click-through Rate Predictors via Generating Realistic Fake Samples

Volume 18, Issue 4

0 -- 0Wentao Wang, Huifang Ma, Yan Zhao, Zhixin Li 0001. Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning
0 -- 0Meng Jian, Yulong Bai, Jingjing Guo, Lifang Wu. Swarm Self-supervised Hypergraph Embedding for Recommendation
0 -- 0Yi Yang 0036, Zhong-Qiu Zhao, Gongqing Wu, Xingrui Zhuo, Qing Liu 0001, Quan Bai, Weihua Li 0007. A Lightweight, Effective, and Efficient Model for Label Aggregation in Crowdsourcing
0 -- 0Tengfei Liu, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Cross-modal Multiple Granularity Interactive Fusion Network for Long Document Classification
0 -- 0Meng Xiao 0001, Dongjie Wang, Min Wu 0008, Kunpeng Liu 0001, Hui Xiong 0001, Yuanchun Zhou, Yanjie Fu. Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective
0 -- 0Pouya Ghahramanian, Sepehr Bakhshi, Hamed R. Bonab, Fazli Can. A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams
0 -- 0Wanxu Wei, Yitong Song, Bin Yao 0002. Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach
0 -- 0Kaize Ding, Jianling Wang, Jundong Li, James Caverlee, Huan Liu 0001. Robust Graph Meta-Learning for Weakly Supervised Few-Shot Node Classification
0 -- 0Guixian Zhang, Shichao Zhang, Guan Yuan. Bayesian Graph Local Extrema Convolution with Long-tail Strategy for Misinformation Detection
0 -- 0Chunkai Zhang, Maohua Lyu, Wensheng Gan, Philip S. Yu. Totally-ordered Sequential Rules for Utility Maximization
0 -- 0Wei Chen, Chao Huang 0001, Yanwei Yu, Yongguo Jiang, Junyu Dong. Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks
0 -- 0Hui Xu 0011, Liyao Xiang, Xiaoying Gan, Luoyi Fu, Xinbing Wang, Chenghu Zhou. Distributional Learning for Network Alignment with Global Constraints
0 -- 0Jingke Tu, Jiaming Huang, Lei Yang 0024, Wanyu Lin. Personalized Federated Learning with Layer-Wise Feature Transformation via Meta-Learning
0 -- 0Chao Long, Huanhuan Yuan, Junhua Fang, Xuefeng Xian, Guanfeng Liu 0001, Victor S. Sheng, Pengpeng Zhao. Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation
0 -- 0Shengyu Feng, Baoyu Jing, Yada Zhu, Hanghang Tong. ArieL: Adversarial Graph Contrastive Learning
0 -- 0Minghao Piao, Yi-sheng, Jinda Yan, Cheng Hao Jin. Image Hash Layer Triggered CNN Framework for Wafer Map Failure Pattern Retrieval and Classification
0 -- 0Weiyao Zhu, Ou Wu, Fengguang Su, Yingjun Deng. Exploring the Learning Difficulty of Data: Theory and Measure
0 -- 0Yilin Wang, Sha Zhao, Shiwei Zhao, Runze Wu, Yuhong Xu, Jianrong Tao, Tangjie Lv, Shijian Li, Zhipeng Hu, Gang Pan 0001. PU-Detector: A PU Learning-based Framework for Real Money Trading Detection in MMORPG
0 -- 0Mehak Khan, Gustavo B. M. Mello, Laurence Habib, Paal Engelstad, Anis Yazidi. HITS-based Propagation Paradigm for Graph Neural Networks
0 -- 0Yuyang Ren, Haonan Zhang, Luoyi Fu, Shiyu Liang, Lei Zhou, Xinbing Wang, Xinde Cao, Fei Long, Chenghu Zhou. Hi-PART: Going Beyond Graph Pooling with Hierarchical Partition Tree for Graph-Level Representation Learning
0 -- 0Jinpeng Li, Hang Yu 0006, Zhenyu Zhang 0013, Xiangfeng Luo, Shaorong Xie. Concept Drift Adaptation by Exploiting Drift Type
0 -- 0Xinjiao Li, Guowei Wu, Lin Yao 0001, Zhaolong Zheng, Shisong Geng. Utility-aware Privacy Perturbation for Training Data
0 -- 0Ying Zhang, Zhiqiang Zhao, Zhuo Feng. diGRASS: Directed Graph Spectral Sparsification via Spectrum-Preserving Symmetrization
0 -- 0Senlin Shu, Deng-Bao Wang, Suqin Yuan, Hongxin Wei, Jiuchuan Jiang, Lei Feng 0006, Min-Ling Zhang. Multiple-instance Learning from Triplet Comparison Bags
0 -- 0Jinrong Lai, Tong Wang, Chuan Chen 0001, Zibin Zheng. Information-aware Multi-view Outlier Detection
0 -- 0Feng Xiao, Youfa Liu, Jia Shao. NNC-GCN: Neighbours-to-Neighbours Contrastive Graph Convolutional Network for Semi-Supervised Classification
0 -- 0Yuhong Zhang 0002, Jianqing Wu, Kui Yu, Xindong Wu 0001. Diverse Structure-Aware Relation Representation in Cross-Lingual Entity Alignment
0 -- 0Ximing Li 0002, Bing Wang, Yang Wang 0023, Meng Wang 0001. Graph-based Text Classification by Contrastive Learning with Text-level Graph Augmentation
0 -- 0Gang Liu 0025, Eric Inae, Tengfei Luo, Meng Jiang 0001. Rationalizing Graph Neural Networks with Data Augmentation
0 -- 0Dakshi Kapugama Geeganage, Yue Xu 0001, Yuefeng Li. A Semantics-enhanced Topic Modelling Technique: Semantic-LDA
0 -- 0Oana Balalau, Francesco Bonchi, T.-H. Hubert Chan, Francesco Gullo, Mauro Sozio, Hao Xie. Finding Subgraphs with Maximum Total Density and Limited Overlap in Weighted Hypergraphs
0 -- 0Mustafa Bozdag, Nurullah Sevim, Aykut Koç. Measuring and Mitigating Gender Bias in Legal Contextualized Language Models

Volume 18, Issue 3

0 -- 0Ling Chen 0001, Jiahui Xu, Binqing Wu, Jianlong Huang. Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting
0 -- 0Zhe Liu 0041, Sukumar Letchmunan. Enhanced Fuzzy Clustering for Incomplete Instance with Evidence Combination
0 -- 0Chi-Wei Hsu, Chiao-Ting Chen, Szu-Hao Huang. Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation
0 -- 0Ming-Chuan Yang, Guo-Wei Wong, Meng Chang Chen. Sparse Grid Imputation Using Unpaired Imprecise Auxiliary Data: Theory and Application to PM2.5 Estimation
0 -- 0Xiang Ao 0001, Ling Luo, Xiting Wang, Zhao Yang, Jiun-Hung Chen, Ying Qiao, Qing He 0003, Xing Xie 0001. Put Your Voice on Stage: Personalized Headline Generation for News Articles
0 -- 0Vladimiro González-Zelaya, Julián Salas, David Megías 0001, Paolo Missier. Fair and Private Data Preprocessing through Microaggregation
0 -- 0Leonardo Pellegrina, Fabio Vandin. SILVAN: Estimating Betweenness Centralities with Progressive Sampling and Non-uniform Rademacher Bounds
0 -- 0Ling Cheng, Feida Zhu 0001, Yong Wang 0021, Ruicheng Liang, Huiwen Liu. From Asset Flow to Status, Action, and Intention Discovery: Early Malice Detection in Cryptocurrency
0 -- 0Luciano Di Palma, Yanlei Diao, Anna Liu. Efficient Version Space Algorithms for Human-in-the-loop Model Development
0 -- 0Ruichu Cai, Fengzhu Wu, Zijian Li 0001, Pengfei Wei, Lingling Yi, Kun Zhang 0001. Graph Domain Adaptation: A Generative View
0 -- 0Qiang Huang, Jing Ma 0002, Jundong Li, Ruocheng Guo, Huiyan Sun, Yi Chang 0001. Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data
0 -- 0Wei Fan 0010, Yanjie Fu, Shun Zheng, Jiang Bian 0002, Yuanchun Zhou, Hui Xiong 0001. DEWP: Deep Expansion Learning for Wind Power Forecasting
0 -- 0Weitong Ou, Bo Chen 0023, Xinyi Dai, Weinan Zhang 0001, Weiwen Liu, Ruiming Tang, Yong Yu 0001. A Survey on Bid Optimization in Real-Time Bidding Display Advertising
0 -- 0Sindhu Tipirneni, Ming Zhu, Chandan K. Reddy. StructCoder: Structure-Aware Transformer for Code Generation
0 -- 0Tong Xia, Yong Li 0008, Yunhan Qi, Jie Feng 0002, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin. History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network
0 -- 0Swapnil Saha, Hafiz Imtiaz. Privacy-Preserving Non-Negative Matrix Factorization with Outliers
0 -- 0Di Han 0002, Yifan Huang, Junmin Liu, Kai Liao, Kunling Lin. LSAB: User Behavioral Pattern Modeling in Sequential Recommendation by Learning Self-Attention Bias
0 -- 0Han Zhao, Xu Yang 0019, Cheng Deng. Parameter-Agnostic Deep Graph Clustering
0 -- 0Yunji Liang, Lei Liu, Luwen Huangfu, Sagar Samtani, Zhiwen Yu 0001, Daniel Dajun Zeng. Learning Entangled Interactions of Complex Causality via Self-Paced Contrastive Learning
0 -- 0Huan Rong, Xin Yu, Tinghuai Ma, Victor S. Sheng, Yang Zhou 0001, Mznah Al-Rodhaan. Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero- and Few-shot Learning with Domain Distribution Alignment
0 -- 0Shenyang Huang, Samy Coulombe, Yasmeen Hitti, Reihaneh Rabbany, Guillaume Rabusseau. Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs
0 -- 0Yimin Huang, Wanwan Wang, Xingying Zhao, Yukun Wang, Xinyu Feng, Hao He, Ming Yao. EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party
0 -- 0Cong Su, Guoxian Yu, Yongqing Zheng, Jun Wang 0035, Zhengtian Wu, Xiangliang Zhang 0001, Carlotta Domeniconi. Causality-Based Fair Multiple Decision by Response Functions
0 -- 0Song Wang, Yushun Dong, Xiao Huang 0001, Chen Chen 0022, Jundong Li. Learning Hierarchical Task Structures for Few-shot Graph Classification
0 -- 0Li Ni, Hefei Xu, Yiwen Zhang 0001, Wenjian Luo, Yingying Huang, Victor S. Sheng. Local Overlapping Spatial-aware Community Detection

Volume 18, Issue 2

0 -- 0Huan Wang 0005, Ruigang Liu, Chuanqi Shi, Junyang Chen, Lei Fang 0001, Shun Liu, Zhiguo Gong. Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks
0 -- 0Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni, Dino Pedreschi, Fosca Giannotti. Understanding Any Time Series Classifier with a Subsequence-based Explainer
0 -- 0Xiaoting Li 0001, Lingwei Chen, Dinghao Wu. Adversary for Social Good: Leveraging Adversarial Attacks to Protect Personal Attribute Privacy
0 -- 0Taolin Zhang, Chengyuan Mai, Yaomin Chang, Chuan Chen 0001, Lin Shu, Zibin Zheng. FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs
0 -- 0Ahmad Zareie, Rizos Sakellariou. Maximizing the Diversity of Exposure in Online Social Networks by Identifying Users with Increased Susceptibility to Persuasion
0 -- 0Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld. Attacking Shortest Paths by Cutting Edges
0 -- 0Xiao Luo 0001, Wei Ju, Yiyang Gu, Zhengyang Mao, Luchen Liu, Yuhui Yuan, Ming Zhang 0004. Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning
0 -- 0Xiaoqing Ye, Yang Sun, Dun Liu, Tianrui Li 0001. A Multisource Data Fusion-based Heterogeneous Graph Attention Network for Competitor Prediction
0 -- 0Ying Chen, Siwei Qiang, Mingming Ha, Xiaolei Liu, Shaoshuai Li, Jiabi Tong, Lingfeng Yuan, Xiaobo Guo, Zhenfeng Zhu. Semi-Supervised Heterogeneous Graph Learning with Multi-Level Data Augmentation
0 -- 0Fangfang Li, Zhi Liu, Junwen Duan, Xingliang Mao, Heyuan Shi, Shichao Zhang. Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media
0 -- 0Hui Xu 0011, Liyao Xiang, Junjie Ou, Yuting Weng, Xinbing Wang, Chenghu Zhou. Open-World Graph Active Learning for Node Classification
0 -- 0Kui Yu, Zhaolong Ling, Lin Liu, Peipei Li, Hao Wang, Jiuyong Li. Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning
0 -- 0Xiangkui Lu, Jun Wu 0007, Junheng Huang, Fangyuan Luo, Jianbo Yuan. Co-Training-Teaching: A Robust Semi-Supervised Framework for Review-Aware Rating Regression
0 -- 0Bo Yan 0005, Cheng Yang 0002, Chuan Shi, Yong Fang, Qi Li, Yanfang Ye 0001, Junping Du. Graph Mining for Cybersecurity: A Survey
904 -- 915Linjie Nie, Shuo Yang, Xinran Zheng, Xingjun Wang. An Efficient and Adaptive Content Delivery System Based on Hybrid Network

Volume 18, Issue 1

0 -- 0Chunkai Zhang, Yuting Yang 0005, Zilin Du, Wensheng Gan, Philip S. Yu. HUSP-SP: Faster Utility Mining on Sequence Data
0 -- 0Weiming Mai, Jiangchao Yao, Chen Gong 0002, Ya Zhang 0002, Yiu-ming Cheung, Bo Han 0003. Server-Client Collaborative Distillation for Federated Reinforcement Learning
0 -- 0Zhe Fu, Xi Niu. Modeling Users' Curiosity in Recommender Systems
0 -- 0Daichi Amagata, Takahiro Hara. Efficient Density-peaks Clustering Algorithms on Static and Dynamic Data in Euclidean Space
0 -- 0Huiyuan Li, Li Yu 0002, Xi Niu, Youfang Leng, Qihan Du. Sequential and Graphical Cross-Domain Recommendations with a Multi-View Hierarchical Transfer Gate
0 -- 0Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson Kai-Sang Leung. Discovering Interesting Patterns from Hypergraphs
0 -- 0Meng Jiang 0001. Transfer Learning across Graph Convolutional Networks: Methods, Theory, and Applications
0 -- 0Youru Li, Zhenfeng Zhu, Xiaobo Guo, Shaoshuai Li, Yuchen Yang, Yao Zhao 0001. HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction
0 -- 0Lizhen Wang, Vanha Tran, Thanhcong Do. A Clique-Querying Mining Framework for Discovering High Utility Co-Location Patterns without Generating Candidates
0 -- 0Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol. Adapting Knowledge Inference Algorithms to Measure Geometry Competencies through a Puzzle Game
0 -- 0Yong-Feng Ge, Elisa Bertino, Hua Wang 0002, Jinli Cao, Yanchun Zhang. Distributed Cooperative Coevolution of Data Publishing Privacy and Transparency
0 -- 0Fangyuan Luo, Jun Wu 0007, Tao Wang 0011. Discrete Listwise Content-aware Recommendation
0 -- 0Alejandro Moreo, Manuel Francisco, Fabrizio Sebastiani 0001. Multi-Label Quantification
0 -- 0Jincheng Huang, Ping Li 0024, Rui Huang, Na Chen, Acong Zhang. Revisiting the Role of Heterophily in Graph Representation Learning: An Edge Classification Perspective
0 -- 0Hui-Jia Li, Yuhao Feng, Chengyi Xia, Jie Cao 0001. Overlapping Graph Clustering in Attributed Networks via Generalized Cluster Potential Game
0 -- 0Yashen Wang, Xiaoye Ouyang, Dayu Guo, Xiaoling Zhu. MEGA: Meta-Graph Augmented Pre-Training Model for Knowledge Graph Completion
0 -- 0Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo. Multi-View Graph Convolutional Networks with Differentiable Node Selection
0 -- 0Yan Sun, Yi Han, Jicong Fan. Laplacian-based Cluster-Contractive t-SNE for High-Dimensional Data Visualization
0 -- 0Ke-Jia Chen 0001, Linsong Liu, Linpu Jiang, Jingqiang Chen. Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast
0 -- 0Xiang Wang, Liping Jing, Huafeng Liu 0001, Jian Yu. Structure-Driven Representation Learning for Deep Clustering
0 -- 0Xiao Luo 0001, Daqing Wu, Yiyang Gu, Chong Chen 0002, Luchen Liu, Jinwen Ma, Ming Zhang 0004, Minghua Deng, Jianqiang Huang, Xian-Sheng Hua 0001. Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation
0 -- 0Huan Wang 0005, Guoquan Liu, Po Hu. TDAN: Transferable Domain Adversarial Network for Link Prediction in Heterogeneous Social Networks
0 -- 0Huiting Liu, Yu Zhang, Peipei Li 0001, Cheng Qian, Peng Zhao 0010, Xindong Wu 0001. DeepCPR: Deep Path Reasoning Using Sequence of User-Preferred Attributes for Conversational Recommendation
0 -- 0Bo Liu 0002, Liangjiao Li, Yanshan Xiao, Kai Wang, Jian Hu, Junrui Liu, Qihang Chen, Ruiguang Huang. An Efficient Transfer Learning Method with Auxiliary Information
0 -- 0Qiuyue Zhang, Yunfeng Zhang 0001, Xunxiang Yao, Shilong Li, Caiming Zhang, Peide Liu. A Dynamic Attributes-driven Graph Attention Network Modeling on Behavioral Finance for Stock Prediction
0 -- 0Kaibiao Lin, Jinpo Chen, Ruicong Chen, Fan Yang 0010, Zhang Yang, Lin Min, Ping Lu 0012. Adaptive Neighbor Graph Aggregated Graph Attention Network for Heterogeneous Graph Embedding
0 -- 0Yao Wu, Jian Cao 0001, Guandong Xu. Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies
0 -- 0Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani 0001. Same or Different? Diff-Vectors for Authorship Analysis
0 -- 0Jiewen Deng, Jinliang Deng, Du Yin, Renhe Jiang, Xuan Song 0001. TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization
0 -- 0Zhong Li, Yuxuan Zhu, Matthijs van Leeuwen. A Survey on Explainable Anomaly Detection
0 -- 0Yu Liu 0016, Zhilun Zhou, Yong Li 0008, Depeng Jin. Urban Knowledge Graph Aided Mobile User Profiling
0 -- 0Anjan Chowdhury, Sriram Srinivasan 0001, Animesh Mukherjee 0001, Sanjukta Bhowmick, Kuntal Ghosh. Improving Node Classification Accuracy of GNN through Input and Output Intervention