External Links

    Journal: TKDD

    Volume 17, Issue 9

    0 -- 0Xiaona Li, Zhu Wang 0001, Xindong Chen, Bin Guo 0001, Zhiwen Yu 0001. A Hybrid Continuous-Time Dynamic Graph Representation Learning Model by Exploring Both Temporal and Repetitive Information
    0 -- 0Haoran Chen, Xu Chen, Hongwei Tao, Zuhe Li, Xiao Wang 0009. Low-rank Representation with Adaptive Dimensionality Reduction via Manifold Optimization for Clustering
    0 -- 0Jun-Gi Jang, Sooyeon Shim, Vladimir Egay, Jeeyong Lee, Jongmin Park, Suhyun Chae, U Kang. Accurate Open-Set Recognition for Memory Workload
    0 -- 0Junjie Ou, Haiming Jin, Xiaocheng Wang, Hao Jiang, Xinbing Wang, Chenghu Zhou. STA-TCN: Spatial-temporal Attention over Temporal Convolutional Network for Next Point-of-interest Recommendation
    0 -- 0Zan Zhang, Zhe Zhang, Jialu Yao, Lin Liu 0003, Jiuyong Li, Gongqing Wu, Xindong Wu 0001. Multi-Label Feature Selection Via Adaptive Label Correlation Estimation
    0 -- 0Shaowei Jiang, Wei He 0020, LiZhen Cui, Yonghui Xu, Lei Liu 0003. Modeling Long- and Short-Term User Preferences via Self-Supervised Learning for Next POI Recommendation
    0 -- 0Yandi Li, Haobo Gao, Yunxuan Gao, Jianxiong Guo, Weili Wu 0001. A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization
    0 -- 0Siyuan Ren, Bin Guo 0001, Ke Li, Qianru Wang, Qinfen Wang, Zhiwen Yu 0001. CoupledGT: Coupled Geospatial-temporal Data Modeling for Air Quality Prediction
    0 -- 0Liang Zhang, Cheng Long. Road Network Representation Learning: A Dual Graph-based Approach
    0 -- 0Tahir Syed, Behroz Mirza. Self-supervision for Tabular Data by Learning to Predict Additive Homoskedastic Gaussian Noise as Pretext
    0 -- 0Meng Qin, Chaorui Zhang, Bo Bai 0001, Gong Zhang, Dit-Yan Yeung. Towards a Better Tradeoff between Quality and Efficiency of Community Detection: An Inductive Embedding Method across Graphs
    0 -- 0Chunyang Wang, Yanmin Zhu, Haobing Liu, Tianzi Zang, Ke Wang, Jiadi Yu. Multifaceted Relation-aware Meta-learning with Dual Customization for User Cold-start Recommendation
    0 -- 0Maryam Ramezani 0002, Aryan Ahadinia, Amirmohammad Ziaei Bideh, Hamid R. Rabiee. Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization
    0 -- 0Zhiwen Yu 0001, Minling Dang, Qilong Wu, Liming Chen 0001, Yujin Xie, Yu Wang, Bin Guo 0001. An Information Theory Based Method for Quantifying the Predictability of Human Mobility
    0 -- 0Ye Liu, Han Wu 0002, Zhenya Huang, Hao Wang 0076, Yuting Ning, Jianhui Ma, Qi Liu 0003, Enhong Chen. TechPat: Technical Phrase Extraction for Patent Mining

    Volume 17, Issue 8

    0 -- 0Likang Wu, Hongke Zhao, Zhi Li, Zhenya Huang, Qi Liu 0003, Enhong Chen. Learning the Explainable Semantic Relations via Unified Graph Topic-Disentangled Neural Networks
    0 -- 0Dan Shi, Lei Zhu 0002, Xiao Dong, Xuemeng Song, Jingjing Li 0001, Zhiyong Cheng 0001. Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection
    0 -- 0Junkun Yuan, Xu Ma, Ruoxuan Xiong, Mingming Gong, Xiangyu Liu, Fei Wu 0001, Lanfen Lin, Kun Kuang. Instrumental Variable-Driven Domain Generalization with Unobserved Confounders
    0 -- 0Heli Sun, Miaomiao Sun, Xuechun Liu, Linlin Zhu, Liang He, Xiaolin Jia, Yuan Chen. Graph Neural Networks with Motisf-aware for Tenuous Subgraph Finding
    0 -- 0Hao Zhang 0079, Yewei Xia, Kun Zhang 0001, Shuigeng Zhou, Jihong Guan. Conditional Independence Test Based on Residual Similarity
    0 -- 0Gerardo Canfora, Francesco Mercaldo, Antonella Santone. A Novel Classification Technique based on Formal Methods
    0 -- 0Linrui Shi, Zheng Zhang 0006, Zizhu Fan, Chao Xi, Zhengming Li, Gaochang Wu. Kernel Fisher Dictionary Transfer Learning
    0 -- 0Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang. Modeling Regime Shifts in Multiple Time Series
    0 -- 0Bohan Jia, Jian Cao 0001, Shiyou Qian, Nengjun Zhu, Xin Dong, Liang Zhang, Lei Cheng, Linjian Mo. SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions
    0 -- 0Mohamed Ragab 0002, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu 0008, Chee-Keong Kwoh 0001, Xiaoli Li 0001. ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data
    0 -- 0Xi Qin, Cheng Zhong, Hai Xiang Lin. Community-Based Influence Maximization Using Network Embedding in Dynamic Heterogeneous Social Networks
    0 -- 0Zohair Raza Hassan, Sarwan Ali, Imdadullah Khan, Mudassir Shabbir, Waseem Abbas. Computing Graph Descriptors on Edge Streams
    0 -- 0Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet. Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams
    0 -- 0Bei Lin, You Li, Ning Gui, Zhuopeng Xu, Zhiwu Yu. Multi-view Graph Representation Learning Beyond Homophily
    0 -- 0Jiabo Zhuang, Shunmei Meng, Jing Zhang 0015, Victor S. Sheng. Contrastive Learning Based Graph Convolution Network for Social Recommendation

    Volume 17, Issue 7

    0 -- 0Xuanqi Zhang, Qiangqiang Shen, Yongyong Chen, Guokai Zhang, Zhongyun Hua, Jingyong Su. Multi-view Ensemble Clustering via Low-rank and Sparse Decomposition: From Matrix to Tensor
    0 -- 0Sensen Zhang, Xun Liang 0001, Hui Tang, Xiangping Zheng, Alex X. Zhang, Yuefeng Ma. DuCape: Dual Quaternion and Capsule Network-Based Temporal Knowledge Graph Embedding
    0 -- 0He Li 0006, Duo Jin, Xuejiao Li, Jianbin Huang, Xiaoke Ma, JiangTao Cui, Deshuang Huang, Shaojie Qiao, Jaesoo Yoo. DMGF-Net: An Efficient Dynamic Multi-Graph Fusion Network for Traffic Prediction
    0 -- 0Dexian Wang, Tianrui Li 0001, Ping Deng, Fan Zhang, Wei Huang, Pengfei Zhang, Jia Liu. A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization
    0 -- 0Ling Chen 0001, Dandan Lyu, Shanshan Yu, Gencai Chen. Multi-Level Visual Similarity Based Personalized Tourist Attraction Recommendation Using Geo-Tagged Photos
    0 -- 0Jiezhu Cheng, Kaizhu Huang, Zibin Zheng. Fitting Imbalanced Uncertainties in Multi-output Time Series Forecasting
    0 -- 0Yihong Zhang 0001, Xiu Susie Fang, Takahiro Hara. Evolving Social Media Background Representation with Frequency Weights and Co-Occurrence Graphs
    0 -- 0Mimi Zhang, Andrew Parnell. Review of Clustering Methods for Functional Data
    0 -- 0Boxiang Zhao, Shuliang Wang, Lianhua Chi, Qi Li 0022, Xiaojia Liu, Jing Geng. Causal Discovery via Causal Star Graphs
    0 -- 0Paras Sheth, Ruocheng Guo, Lu Cheng 0001, Huan Liu 0001, Kasim Selçuk Candan. Causal Disentanglement for Implicit Recommendations with Network Information
    0 -- 0Huiru Li, Liangxiao Jiang, Siqing Xue. Neighborhood Weighted Voting-Based Noise Correction for Crowdsourcing
    0 -- 0Tarun Kumer Biswas, Alireza Abbasi, Ripon Kumar Chakrabortty. Robust Influence Maximization Under Both Aleatory and Epistemic Uncertainty
    0 -- 0Yuhui Guo, Xun Liang 0001, Bo Wu, Xiangping Zheng, Xuan Zhang 0009. Dual-aware Domain Mining and Cross-aware Supervision for Weakly-supervised Semantic Segmentation
    0 -- 0Wanyue Xu, Zhongzhi Zhang. Optimal Scale-Free Small-World Graphs with Minimum Scaling of Cover Time
    0 -- 0Hao Wang, Bin Guo 0001, Jiaqi Liu, Yasan Ding, Zhiwen Yu 0001. Towards Informative and Diverse Dialogue Systems Over Hierarchical Crowd Intelligence Knowledge Graph

    Volume 17, Issue 6

    0 -- 0Rashid Hussain Khokhar, Benjamin C. M. Fung, Farkhund Iqbal, Khalil Al-Hussaeni, Mohammed Hussain. Differentially Private Release of Heterogeneous Network for Managing Healthcare Data
    0 -- 0YongJie Wang, Ke Wang, Cheng Long, Chunyan Miao. Summarizing User-item Matrix By Group Utility Maximization
    0 -- 0Wenjie Feng 0001, Shenghua Liu, Xueqi Cheng. Hierarchical Dense Pattern Detection in Tensors
    0 -- 0Zeinab S. Jalali, Qilan Chen, Shwetha M. Srikanta, Weixiang Wang, Myunghwan Kim 0002, Hema Raghavan, Sucheta Soundarajan. Fairness of Information Flow in Social Networks
    0 -- 0Peikun Ni, Jianming Zhu, Guoqing Wang. Misinformation Blocking Problem in Virtual and Real Interconversion Social Networks
    0 -- 0JingMin Huang, Bowei Chen 0001, Zhi Yan, Iadh Ounis, Jun Wang. GEO: A Computational Design Framework for Automotive Exterior Facelift
    0 -- 0Karandeep Singh, SeungEon Lee 0001, Giuseppe (Joe) Labianca, Jesse Michael Fagan, Meeyoung Cha. Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction
    0 -- 0Lei Li 0002, Zhiyuan Liu, Zan Zhang, Huanhuan Chen, Xindong Wu 0001. Three-way Preference Completion via Preference Graph
    0 -- 0Cyrus Cousins, Chloe Wohlgemuth, Matteo Riondato. Bavarian: Betweenness Centrality Approximation with Variance-aware Rademacher Averages
    0 -- 0Sixing Su, Jiewen Guan, Bilian Chen, Xin Huang 0001. Nonnegative Matrix Factorization Based on Node Centrality for Community Detection
    0 -- 0Xiao Liu, Bonan Gao, Basem Suleiman, Han You, Zisu Ma, Yu Liu, Ali Anaissi. 3FitRec: A Multi-level Deep Learning Approach
    0 -- 0Jie Yang, Zhixiao Wang, Xiaobin Rui, Yahui Chai, Philip S. Yu, Lichao Sun 0001. Triadic Closure Sensitive Influence Maximization
    0 -- 0Jinjun Ren, Yuping Wang, Xiyan Deng. Slack-Factor-Based Fuzzy Support Vector Machine for Class Imbalance Problems
    0 -- 0Yunyi Li, Yongjing Hao, Pengpeng Zhao, Guanfeng Liu 0001, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou 0001. Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation

    Volume 17, Issue 5

    0 -- 0Jun-Gi Jang, U Kang. Static and Streaming Tucker Decomposition for Dense Tensors
    0 -- 0Yuyang Ren, Haonan Zhang, Peng Yu, Luoyi Fu, Xinde Cao, Xinbing Wang, Guihai Chen, Fei Long, Chenghu Zhou. Ada-MIP: Adaptive Self-supervised Graph Representation Learning via Mutual Information and Proximity Optimization
    0 -- 0Chunnan Wang, Kaixin Zhang, Hongzhi Wang 0001, Bozhou Chen. Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search
    0 -- 0Dandan Lin, Victor Junqiu Wei, Raymond Chi-Wing Wong. Effective and Scalable Manifold Ranking-Based Image Retrieval with Output Bound
    0 -- 0Haoran Li, Zhiqiang Lv, Jianbo Li, Zhihao Xu, Yue Wang 0052, Haokai Sun, Zhaoyu Sheng. Traffic Flow Forecasting in the COVID-19: A Deep Spatial-temporal Model Based on Discrete Wavelet Transformation
    0 -- 0Hongxin Wu, Meng Han, Zhiqiang Chen, Muhang Li, Xilong Zhang. A Weighted Ensemble Classification Algorithm Based on Nearest Neighbors for Multi-Label Data Stream
    0 -- 0Hui Tang, Xun Liang 0001, Yuhui Guo, Xiangping Zheng, Bo Wu, Sensen Zhang, Zhiying Li. Diffuse and Smooth: Beyond Truncated Receptive Field for Scalable and Adaptive Graph Representation Learning
    0 -- 0Meng Wang, Boyu Li 0005, Kun He 0001, John E. Hopcroft. Uncovering the Local Hidden Community Structure in Social Networks
    0 -- 0Hao Liu 0026, Qingyu Guo, Hengshu Zhu, Yanjie Fu, Fuzhen Zhuang, Xiaojuan Ma, Hui Xiong 0001. Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective
    0 -- 0Gongqing Wu, Xingrui Zhuo, Xianyu Bao, Xuegang Hu, Richang Hong, Xindong Wu 0001. Crowdsourcing Truth Inference via Reliability-Driven Multi-View Graph Embedding
    0 -- 0Peng Zhou 0006, Xinwang Liu, Liang Du 0003, Xuejun Li. Self-paced Adaptive Bipartite Graph Learning for Consensus Clustering
    0 -- 0Yufu Chen, Yanghui Rao, Shurui Chen, Zhiqi Lei, Haoran Xie 0001, Raymond Y. K. Lau, Jian Yin 0001. Semi-Supervised Sentiment Classification and Emotion Distribution Learning Across Domains
    0 -- 0Mengran Li, Yong Zhang, Xiaoyong Li, Yuchen Zhang, Baocai Yin. Hypergraph Transformer Neural Networks
    0 -- 0Zhibin Gu, Songhe Feng, Ruiting Hu, Gengyu Lyu. ONION: Joint Unsupervised Feature Selection and Robust Subspace Extraction for Graph-based Multi-View Clustering
    0 -- 0Zhijie Zhang, Wenzhong Li, Wangxiang Ding, Linming Zhang, Qingning Lu, Peng Hu, Tong Gui, Sanglu Lu. STAD-GAN: Unsupervised Anomaly Detection on Multivariate Time Series with Self-training Generative Adversarial Networks

    Volume 17, Issue 4

    0 -- 0Yizong Wang, Dong Zhao 0001, Yajie Ren, Desheng Zhang, Huadong Ma. SPAP: Simultaneous Demand Prediction and Planning for Electric Vehicle Chargers in a New City
    0 -- 0Changjian Shui, William Wei Wang, Ihsen Hedhli, Chi-Man Wong, Feng Wan, Boyu Wang 0004, Christian Gagné 0001. Lifelong Online Learning from Accumulated Knowledge
    0 -- 0Kazuki Nakajima, Kazuyuki Shudo. Random Walk Sampling in Social Networks Involving Private Nodes
    0 -- 0Shuai Ling, Zhe Yu, Shaosheng Cao, Haipeng Zhang, Simon Hu. STHAN: Transportation Demand Forecasting with Compound Spatio-Temporal Relationships
    0 -- 0Dhruv Sehnan, Vasu Goel, Sarah Masud, Chhavi Jain, Vikram Goyal, Tanmoy Chakraborty 0002. DiVA: A Scalable, Interactive and Customizable Visual Analytics Platform for Information Diffusion on Large Networks
    0 -- 0Lei Yang 0024, Jiaming Huang, Wanyu Lin, Jiannong Cao 0001. Personalized Federated Learning on Non-IID Data via Group-based Meta-learning
    0 -- 0Zhi Liu 0009, Yang Chen, Feng Xia 0001, Jixin Bian, Bing Zhu, Guojiang Shen, Xiangjie Kong 0001. TAP: Traffic Accident Profiling via Multi-Task Spatio-Temporal Graph Representation Learning
    0 -- 0Jinlong E, Mo Li 0001, Jianqiang Huang. CrowdAtlas: Estimating Crowd Distribution within the Urban Rail Transit System
    0 -- 0Mengyuan Jing, Yanmin Zhu, Yanan Xu, Haobing Liu, Tianzi Zang, Chunyang Wang, Jiadi Yu. Learning Shared Representations for Recommendation with Dynamic Heterogeneous Graph Convolutional Networks
    0 -- 0Jiaying Liu 0006, Feng Xia 0001, Jing Ren, Bo Xu 0008, Guansong Pang, Lianhua Chi. MIRROR: Mining Implicit Relationships via Structure-Enhanced Graph Convolutional Networks
    0 -- 0Shaojie Dai, Jinshuai Wang, Chao Huang 0001, Yanwei Yu, Junyu Dong. Dynamic Multi-View Graph Neural Networks for Citywide Traffic Inference
    0 -- 0Huiming Chen, Huandong Wang, Quanming Yao, Yong Li 0008, Depeng Jin, Qiang Yang 0001. LoSAC: An Efficient Local Stochastic Average Control Method for Federated Optimization
    0 -- 0Gongqing Wu, Liangzhu Zhou, Jiazhu Xia, Lei Li 0002, Xianyu Bao, Xindong Wu 0001. Crowdsourcing Truth Inference Based on Label Confidence Clustering
    0 -- 0Lei Chen, Jie Cao 0001, Haicheng Tao, Jia Wu 0001. Trip Reinforcement Recommendation with Graph-based Representation Learning
    0 -- 0Judith Hermanns, Konstantinos Skitsas, Anton Tsitsulin, Marina Munkhoeva, Alexander Frederiksen Kyster, Simon Nielsen, Alexander M. Bronstein, Davide Mottin, Panagiotis Karras. GRASP: Scalable Graph Alignment by Spectral Corresponding Functions

    Volume 17, Issue 3

    0 -- 0Xuemei Wei, Ye-Zheng Liu 0001, Jianshan Sun, Yuanchun Jiang, Qifeng Tang, Kun Yuan. Dual Subgraph-Based Graph Neural Network for Friendship Prediction in Location-Based Social Networks
    0 -- 0Vincenza Carchiolo, Marco Grassia, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni. Efficient Node PageRank Improvement via Link-building using Geometric Deep Learning
    0 -- 0Mingyang Wan, Daochen Zha, Ninghao Liu, Na Zou. In-Processing Modeling Techniques for Machine Learning Fairness: A Survey
    0 -- 0Xin Jiang, Zhengxin Yu, Chao Hai, Hongbo Liu 0001, Xindong Wu 0001, Tomás Ward. DNformer: Temporal Link Prediction with Transfer Learning in Dynamic Networks
    0 -- 0Aliya Aleryani, Aaron Bostrom, Wenjia Wang, Beatriz de la Iglesia. Multiple Imputation Ensembles for Time Series (MIE-TS)
    0 -- 0Linli Jiang, Chaoxiong Chen, Chao Chen. L2MM: Learning to Map Matching with Deep Models for Low-Quality GPS Trajectory Data
    0 -- 0Yihong Zhang 0001, Takahiro Hara. Explainable Integration of Social Media Background in a Dynamic Neural Recommender
    0 -- 0Penglong Zhai, Shihua Zhang. Learnable Graph-Regularization for Matrix Decomposition
    0 -- 0Dongjie Li, Dong Li, Guang Lian. Variational Graph Autoencoder with Adversarial Mutual Information Learning for Network Representation Learning
    0 -- 0Yashen Wang, Zhaoyu Wang, Huanhuan Zhang, Zhirun Liu. Microblog Retrieval Based on Concept-Enhanced Pre-Training Model
    0 -- 0Youxi Wu, Mingjie Chen, Yan Li, Jing Liu, Zhao Li, Jinyan Li, Xindong Wu 0001. ONP-Miner: One-off Negative Sequential Pattern Mining
    0 -- 0Tao Feng, Sirui Song, Tong Xia, Yong Li 0008. Contact Tracing and Epidemic Intervention via Deep Reinforcement Learning
    0 -- 0Barakeel Fanseu Kamhoua, Lin Zhang, Kaili Ma 0001, James Cheng, Bo Li 0001, Bo Han 0003. GRACE: A General Graph Convolution Framework for Attributed Graph Clustering
    0 -- 0Qiang Long, Adil M. Bagirov, Sona Taheri, Nargiz Sultanova, Xue Wu. Methods and Applications of Clusterwise Linear Regression: A Survey and Comparison
    0 -- 0Jinwei Chen, Zefang Zong, Yunlin Zhuang, Huan Yan, Depeng Jin, Yong Li 0008. Reinforcement Learning for Practical Express Systems with Mixed Deliveries and Pickups

    Volume 17, Issue 2

    0 -- 0Xiaoye Miao, Huanhuan Peng, Yunjun Gao, Zongfu Zhang, Jianwei Yin. On Dynamically Pricing Crowdsourcing Tasks
    0 -- 0Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, SungChul Kim, Hoda Eldardiry. Graph Deep Factors for Probabilistic Time-series Forecasting
    0 -- 0Hung T. Nguyen 0003, Pierre J. Liang, Leman Akoglu. Detecting Anomalous Graphs in Labeled Multi-Graph Databases
    0 -- 0Xun Lu, Songhe Feng. Structure Diversity-Induced Anchor Graph Fusion for Multi-View Clustering
    0 -- 0Nikolaos M. Freris, Ahmad Ajalloeian, Michalis Vlachos. Interpretable Embedding and Visualization of Compressed Data
    0 -- 0Xun Lu, Songhe Feng, Gengyu Lyu, Yi Jin 0001, Congyan Lang. Distance-Preserving Embedding Adaptive Bipartite Graph Multi-View Learning with Application to Multi-Label Classification
    0 -- 0Adham Atyabi, Frederick Shic, Jiajun Jiang, Claire E. Foster, Erin Barney, Minah Kim, Beibin Li, Pamela Ventola, Chung-Hao Chen. Stratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths
    0 -- 0Akshita Jha, Vineeth Rakesh, Jaideep Chandrashekar, Adithya Samavedhi, Chandan K. Reddy. Supervised Contrastive Learning for Interpretable Long-Form Document Matching
    0 -- 0Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Andreas M. Olligschlaeger, Cara Jones, Reihaneh Rabbany, Christos Faloutsos. DeltaShield: Information Theory for Human- Trafficking Detection
    0 -- 0Xuliang Zhu, Xin Huang 0001, Longxu Sun, Jiming Liu 0001. A Novel Graph Indexing Approach for Uncovering Potential COVID-19 Transmission Clusters
    0 -- 0Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang. Scheduling Hyperparameters to Improve Generalization: From Centralized SGD to Asynchronous SGD
    0 -- 0Lichen Wang, Zhengming Ding, Kasey Lee, Seungju Han, Jae-Joon Han, Changkyu Choi, Yun Fu 0001. Generative Multi-Label Correlation Learning
    0 -- 0Carlos Ivan Jerez, Jun Zhang, Marcia R. Silva. On Equivalence of Anomaly Detection Algorithms
    0 -- 0Shaokang Wang, Li Pan, Yu Wu. Meta-Information Fusion of Hierarchical Semantics Dependency and Graph Structure for Structured Text Classification
    0 -- 0Qianru Wang, Bin Guo 0001, Lu Cheng, Zhiwen Yu 0001, Huan Liu 0001. CausalSE: Understanding Varied Spatial Effects with Missing Data Toward Adding New Bike-sharing Stations

    Volume 17, Issue 1

    0 -- 0Zhibin Gu, Songhe Feng. Individuality Meets Commonality: A Unified Graph Learning Framework for Multi-View Clustering
    0 -- 0Yu Wang, Chuan Chen 0001, Jinrong Lai, Lele Fu, Yuren Zhou, Zibin Zheng. A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection
    0 -- 0Gengsen Huang, Wensheng Gan, Jian Weng 0001, Philip S. Yu. US-Rule: Discovering Utility-driven Sequential Rules
    0 -- 0Fuxian Li, Jie Feng 0002, Huan Yan, Guangyin Jin, Fan Yang, Funing Sun, Depeng Jin, Yong Li 0008. Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution
    0 -- 0Nishadi Kirielle, Peter Christen, Thilina Ranbaduge. Unsupervised Graph-Based Entity Resolution for Complex Entities
    0 -- 0Qian Li 0003, Xiangmeng Wang, Zhichao Wang, Guandong Xu. Be Causal: De-Biasing Social Network Confounding in Recommendation
    0 -- 0Zan Zhang, Lin Liu 0003, Jiuyong Li, Xindong Wu 0001. Integrating Global and Local Feature Selection for Multi-Label Learning
    0 -- 0Xinye Chen, Stefan Güttel. An Efficient Aggregation Method for the Symbolic Representation of Temporal Data
    0 -- 0Soonki Kwon, Younghoon Lee. Explainability-Based Mix-Up Approach for Text Data Augmentation
    0 -- 0Ke Wang, Yanmin Zhu, Haobing Liu, Tianzi Zang, Chunyang Wang. Learning Aspect-Aware High-Order Representations from Ratings and Reviews for Recommendation
    0 -- 0Xiao Luo 0001, Haixin Wang 0003, Daqing Wu, Chong Chen 0002, Minghua Deng, Jianqiang Huang, Xian-Sheng Hua 0001. A Survey on Deep Hashing Methods
    0 -- 0Ting-Yun Wang, Chiao-Ting Chen, Ju-Chun Huang, Szu-Hao Huang. Modeling Cross-session Information with Multi-interest Graph Neural Networks for the Next-item Recommendation
    0 -- 0Jiapu Wang, Boyue Wang, Junbin Gao, Yongli Hu, Baocai Yin. Multi-Concept Representation Learning for Knowledge Graph Completion
    0 -- 0Roshni Chakraborty, Ritwika Das, Joydeep Chandra. SigGAN: Adversarial Model for Learning Signed Relationships in Networks
    0 -- 0Lei Li 0002, Mengjiao Yan, Zhenchao Tao, Huanhuan Chen, Xindong Wu 0001. Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location
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