Table of Contents

• Fashion Recommendation with Multi-relational Representation LearningYang Li, Yadan Luo, Zi Huang. 3-15 [doi]
• Off-Policy Recommendation System Without ExplorationChengwei Wang, Tengfei Zhou, Chen Chen 0043, Tianlei Hu, Gang Chen. 16-27 [doi]
• GAMMA: A Graph and Multi-view Memory Attention Mechanism for Top-N Heterogeneous RecommendationVijaikumar M, Shirish K. Shevade, M. Narasimha Murty. 28-40 [doi]
• Collaborative Recommendation of Temporally-Discounted Tag-Based Expertise for Community Question AnsweringGianni Costa, Riccardo Ortale. 41-52 [doi]
• Relation Embedding for Personalised Translation-Based POI RecommendationXianjing Wang, Flora D. Salim, Yongli Ren, Piotr Koniusz. 53-64 [doi]
• FlowRec: Prototyping Session-Based Recommender Systems in Streaming ModeDimitris Paraschakis, Bengt J. Nilsson. 65-77 [doi]
• Accurate News Recommendation Coalescing Personal and Global Temporal PreferencesBonhun Koo, Hyunsik Jeon, U Kang. 78-90 [doi]
• A Hybrid Recommendation for Music Based on Reinforcement LearningYu Wang. 91-103 [doi]
• Relational Metric Learning with Dual Graph Attention Networks for Social RecommendationXiaodong Wang, Zhen Liu, Nana Wang, Wentao Fan. 104-117 [doi]
• Modeling Users' Multifaceted Interest Correlation for Social RecommendationHao Wang, Huawei Shen, Xueqi Cheng. 118-129 [doi]
• Modeling POI-Specific Spatial-Temporal Context for Point-of-Interest RecommendationHao Wang, Huawei Shen, Xueqi Cheng. 130-141 [doi]
• MsFcNET: Multi-scale Feature-Crossing Attention Network for Multi-field Sparse DataZhifeng Xie, Wenling Zhang, Huiming Ding, Lizhuang Ma. 142-154 [doi]
• Balancing Between Accuracy and Fairness for Interactive Recommendation with Reinforcement LearningWeiwen Liu, Feng Liu, Ruiming Tang, Ben Liao, Guangyong Chen, Pheng-Ann Heng. 155-167 [doi]
• Joint Relational Dependency Learning for Sequential RecommendationXiangmeng Wang, Qian Li, Wu Zhang, Guandong Xu, Shaowu Liu, Wenhao Zhu. 168-180 [doi]
• Modelling Temporal Dynamics and Repeated Behaviors for RecommendationXin Zhou, Zhu Sun, Guibing Guo, Yuan Liu. 181-193 [doi]
• HIN: Hierarchical Inference Network for Document-Level Relation ExtractionHengzhu Tang, Yanan Cao, Zhenyu Zhang 0006, Jiangxia Cao, Fang Fang, Shi Wang, Pengfei Yin. 197-209 [doi]
• Multi-Layer Cross Loss Model for Zero-Shot Human Activity RecognitionTong Wu, Yiqiang Chen, Yang Gu, Jiwei Wang, Siyu Zhang, Zhanghu Zhechen. 210-221 [doi]
• Hierarchical Gradient Smoothing for Probability Estimation TreesHe Zhang, François Petitjean, Wray L. Buntine. 222-234 [doi]
• Optimized Transformer Models for FAQ AnsweringSonam Damani, Kedhar Nath Narahari, Ankush Chatterjee, Manish Gupta, Puneet Agrawal. 235-248 [doi]
• Online Algorithms for Multiclass Classification Using Partial LabelsRajarshi Bhattacharjee, Naresh Manwani. 249-260 [doi]
• What's in a Gist? Towards an Unsupervised Gist Representation for Few-Shot Large Document ClassificationJaron Mar, Jiamou Liu. 261-274 [doi]
• SGCN: A Graph Sparsifier Based on Graph Convolutional NetworksJiayu Li, Tianyun Zhang, Hao Tian, Shengmin Jin, Makan Fardad, Reza Zafarani. 275-287 [doi]
• Fast Community Detection with Graph SparsificationJesse Laeuchli. 291-304 [doi]
• Deep Multimodal Clustering with Cross ReconstructionXianchao Zhang, Xiaorui Tang, Linlin Zong, Xinyue Liu, Jie Mu. 305-317 [doi]
• Deep Multivariate Time Series Embedding Clustering via Attentive-Gated AutoencoderDino Ienco, Roberto Interdonato. 318-329 [doi]
• Spectral Clustering by Subspace Randomization and Graph Fusion for High-Dimensional DataXiaosha Cai, Dong Huang, Chang-Dong Wang, Chee Keong Kwoh. 330-342 [doi]
• Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog CountersAmira Soliman, Sarunas Girdzijauskas, Mohamed-Rafik Bouguelia, Sepideh Pashami, Slawomir Nowaczyk. 343-355 [doi]
• Detecting Arbitrarily Oriented Subspace Clusters in Data Streams Using Hough TransformFelix Borutta, Daniyal Kazempour, Felix Mathy, Peer Kröger, Thomas Seidl 0001. 356-368 [doi]
• Strong Baselines for Author Name Disambiguation with and Without Neural NetworksZhenyu Zhang 0006, Bowen Yu, Tingwen Liu, Dong Wang. 369-381 [doi]
• Retrofitting Embeddings for Unsupervised User Identity LinkageTao Zhou, Ee-Peng Lim, Roy Ka-Wei Lee, Feida Zhu 0001, Jiuxin Cao. 385-397 [doi]
• Image Analysis Enhanced Event Detection from Geo-Tagged Tweet StreamsYi Han 0003, Shanika Karunasekera, Christopher Leckie. 398-410 [doi]
• TemporalGAT: Attention-Based Dynamic Graph Representation LearningAhmed Fathy, Kan Li. 413-423 [doi]
• MSGE: A Multi-step Gated Model for Knowledge Graph CompletionChunyang Tan, Kaijia Yang, Xinyu Dai, Shujian Huang, Jiajun Chen. 424-435 [doi]
• Attention-Based Graph EvolutionShuangfei Fan, Bert Huang. 436-447 [doi]
• Quality-Aware Streaming Network Embedding with Memory RefreshingHsi-Wen Chen, Hong-Han Shuai, Sheng-De Wang, De-Nian Yang. 448-461 [doi]
• Correlation Matters: Multi-scale Fine-Grained Contextual Information Extraction for Hepatic Tumor SegmentationShu-Chao Pang, AnAn Du, Zhenmei Yu, Mehmet A. Orgun. 462-474 [doi]
• Context-Aware Latent Dirichlet Allocation for Topic SegmentationWenbo Li, Tetsu Matsukawa, Hiroto Saigo, Einoshin Suzuki. 475-486 [doi]
• SubRank: Subgraph Embeddings via a Subgraph Proximity MeasureOana Balalau, Sagar Goyal. 487-498 [doi]
• Self-supervised Learning for Semi-supervised Time Series ClassificationShayan Jawed, Josif Grabocka, Lars Schmidt-Thieme. 499-511 [doi]
• SLGAT: Soft Labels Guided Graph Attention NetworksYubin Wang, Zhenyu Zhang, Tingwen Liu, Li Guo. 512-523 [doi]
• Learning Multigraph Node Embeddings Using Guided Lévy FlightsAman Roy, Vinayak Kumar, Debdoot Mukherjee, Tanmoy Chakraborty. 524-537 [doi]
• Mobility Irregularity Detection with Smart Transit Card DataXuesong Wang, Lina Yao, Wei Liu, Can Li, Lei Bai, S. Travis Waller. 541-552 [doi]
• BRUNCH: Branching Structure Inference of Hybrid Multivariate Hawkes Processes with Application to Social MediaHui Li, Hui Li, Sourav S. Bhowmick. 553-566 [doi]
• Student Academic Performance Prediction Using Deep Multi-source Behavior Sequential NetworkXiang Li, Xinning Zhu, Xiaoying Zhu, Yang Ji, Xiaosheng Tang. 567-579 [doi]
• FCP Filter: A Dynamic Clustering-Prediction Framework for Customer BehaviorYuanzhe Zhang, Ling Luo, Yang Wang, Zhiyong Wang. 580-591 [doi]
• CrowdQM: Learning Aspect-Level User Reliability and Comment Trustworthiness in Discussion ForumsAlex Morales, Kanika Narang, Hari Sundaram, ChengXiang Zhai. 592-605 [doi]
• 6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target GenerationTianyu Cui, Gaopeng Gou, Gang Xiong. 609-622 [doi]
• DELAFO: An Efficient Portfolio Optimization Using Deep Neural NetworksHieu K. Cao, Han K. Cao, Binh T. Nguyen. 623-635 [doi]
• CACRNN: A Context-Aware Attention-Based Convolutional Recurrent Neural Network for Fine-Grained Taxi Demand PredictionWenbin Wu, Tong Liu 0001, Jiahao Yang. 636-648 [doi]
• Prototype Similarity Learning for Activity RecognitionLei Bai, Lina Yao, Xianzhi Wang 0001, Salil S. Kanhere, Yang Xiao. 649-661 [doi]
• Case-Sensitive Neural Machine TranslationXuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang. 662-674 [doi]
• Attribute-Driven Capsule Network for Entity Relation PredictionJiayin Chen, Xiaolong Gong, Xi Chen, Zhiyi Ma. 675-686 [doi]
• Estimation of Conditional Mixture Weibull Distribution with Right Censored Data Using Neural Network for Time-to-Event AnalysisAchraf Bennis, Sandrine Mouysset, Mathieu Serrurier. 687-698 [doi]
• Dual-Component Deep Domain Adaptation: A New Approach for Cross Project Software Vulnerability DetectionVan Nguyen, Trung Le, Olivier Y. de Vel, Paul Montague, John C. Grundy, Dinh Phung. 699-711 [doi]
• Code Action Network for Binary Function Scope IdentificationVan Nguyen, Trung Le, Tue Le, Khanh Nguyen, Olivier Y. de Vel, Paul Montague, John C. Grundy, Dinh Phung. 712-725 [doi]
• Multi-level Memory Network with CRFs for Keyphrase ExtractionTao Zhou, Yuxiang Zhang, Haoxiang Zhu. 726-738 [doi]
• Inter-sentence and Implicit Causality Extraction from Chinese CorpusXianxian Jin, Xinzhi Wang, Xiangfeng Luo, Subin Huang, Shengwei Gu. 739-751 [doi]
• Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity EvaluationGuanghui Zhu, Ruancheng Zhu. 752-763 [doi]
• Curiosity-Driven Variational Autoencoder for Deep Q NetworkGao-Jie Han, Xiaofang Zhang, Hao Wang, Chen-Guang Mao. 764-775 [doi]
• Estimating Descriptors for Large GraphsZohair Raza Hassan, Mudassir Shabbir, Imdadullah Khan, Waseem Abbas. 779-791 [doi]
• A Framework for Feature Selection to Exploit Feature Group StructuresKushani Perera, Jeffrey Chan, Shanika Karunasekera. 792-804 [doi]
• Group Based Unsupervised Feature SelectionKushani Perera, Jeffrey Chan, Shanika Karunasekera. 805-817 [doi]
• Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement LearningJianyu Zhang, Jianye Hao, Françoise Fogelman-Soulié. 818-829 [doi]
• Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order DependenciesPuloma Roy, Sadia Sharmin, Amin Ahsan Ali, Mohammad Shoyaib. 830-842 [doi]
• JarKA: Modeling Attribute Interactions for Cross-lingual Knowledge AlignmentBo Chen, Jing Zhang, Xiaobin Tang, Hong Chen 0001, Cuiping Li. 845-856 [doi]
• Multiple Demographic Attributes Prediction in Mobile and Sensor DevicesYiwen Jiang, Wei Tang, Neng Gao, Ji Xiang, Chenyang Tu, Min Li. 857-868 [doi]
• Human Activity Recognition Using Semi-supervised Multi-modal DEC for Instagram DataDongmin Kim, Sumin Han, Heesuk Son, Dongman Lee. 869-880 [doi]