Table of Contents

• Mining Frequent Patterns from Hypergraph DatabasesMd. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung. 3-15 [doi]
• Discriminating Frequent Pattern Based Supervised Graph Embedding for ClassificationMd. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung. 16-28 [doi]
• Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index StructureKashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman 0002, Chowdhury Farhan Ahmed, Carson K. Leung. 29-41 [doi]
• Similarity Forests Revisited: A Swiss Army Knife for Machine LearningStanislaw Czekalski, Mikolaj Morzy. 42-53 [doi]
• Discriminative Representation Learning for Cross-Domain Sentiment ClassificationShaokang Zhang, Lei Jiang, Huailiang Peng, Qiong Dai, Jianlong Tan. 54-66 [doi]
• SAGCN: Towards Structure-Aware Deep Graph Convolutional Networks on Node ClassificationMing He, Tianyu Ding, Tianshuo Han. 67-78 [doi]
• Hierarchical Learning of Dependent Concepts for Human Activity RecognitionAomar Osmani, Massinissa Hamidi, Pegah Alizadeh. 79-92 [doi]
• Improving Short Text Classification Using Context-Sensitive Representations and Content-Aware Extended Topic KnowledgeZhihao Ye, Rui Wen, Xi Chen, Ye Liu, Ziheng Zhang, Zhiyong Li, Ke Nai, Yefeng Zheng. 93-105 [doi]
• A Novel Method for Offline Handwritten Chinese Character Recognition Under the Guidance of PrintKeping Yan, Jun Guo, Weiqing Zhou. 106-117 [doi]
• Upgraded Attention-Based Local Feature Learning Block for Speech Emotion RecognitionHuan Zhao, Yingxue Gao, Yufeng Xiao. 118-130 [doi]
• Memorization in Deep Neural Networks: Does the Loss Function Matter?Deep Patel, P. S. Sastry. 131-142 [doi]
• Gaussian Soft Decision Trees for Interpretable Feature-Based ClassificationJaemin Yoo, Lee Sael. 143-155 [doi]
• Efficient Nodes Representation Learning with Residual Feature PropagationFan Wu, Duantengchuan Li, Ke Lin, Huawei Zhang. 156-167 [doi]
• Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech ClassificationGuanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang. 168-180 [doi]
• CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific Perturbations for Tabular DataMani Sotoodeh, Li Xiong 0001, Joyce Ho. 181-193 [doi]
• Effective and Adaptive Refined Multi-metric Similarity Graph Fusion for Multi-view ClusteringWentao Rong, Enhong Zhuo, Guihua Tao, Hongmin Cai. 194-206 [doi]
• aHCQ: Adaptive Hierarchical Clustering Based Quantization Framework for Deep Neural NetworksJiaxin Hu, Weixiong Rao, Qinpei Zhao. 207-218 [doi]
• Maintaining Consistency with Constraints: A Constrained Deep Clustering MethodYi Cui, Xianchao Zhang, Linlin Zong, Jie Mu. 219-230 [doi]
• Towards Multi-label Feature Selection by Instance and Label SelectionsDou El Kefel Mansouri, Khalid Benabdeslem. 233-244 [doi]
• FARF: A Fair and Adaptive Random Forests ClassifierWenbin Zhang, Albert Bifet, Xiangliang Zhang 0001, Jeremy C. Weiss, Wolfgang Nejdl. 245-256 [doi]
• Sparse Spectrum Gaussian Process for Bayesian OptimizationAng Yang, Cheng Li 0003, Santu Rana, Sunil Gupta 0001, Svetha Venkatesh. 257-268 [doi]
• Densely Connected Graph Attention Network Based on Iterative Path Reasoning for Document-Level Relation ExtractionHongya Zhang, Zhen Huang, Zhenzhen Li, Dongsheng Li, Feng Liu. 269-281 [doi]
• Causal Inference Using Global Forecasting Models for Counterfactual PredictionPriscila Grecov, Kasun Bandara, Christoph Bergmeir, Klaus Ackermann, Sam Campbell, Deborah Scott, Dan I. Lubman. 282-294 [doi]
• CED-BGFN: Chinese Event Detection via Bidirectional Glyph-Aware Dynamic Fusion NetworkQi Zhai, Zhigang Kan, Sen Yang 0003, Linbo Qiao, Feng Liu, Dongsheng Li. 295-307 [doi]
• Learning Finite Automata with ShuffleXiaofan Wang. 308-320 [doi]
• Active Learning Based Similarity Filtering for Efficient and Effective Record LinkageCharini Nanayakkara, Peter Christen, Thilina Ranbaduge. 321-333 [doi]
• Stratified Sampling for Extreme Multi-label DataMaximillian Merrillees, Lan Du. 334-345 [doi]
• Vertical Federated Learning for Higher-Order Factorization MachinesKyohei Atarashi, Masakazu Ishihata. 346-357 [doi]
• dK-Projection: Publishing Graph Joint Degree Distribution with Node Differential PrivacyMasooma Iftikhar, Qing Wang. 358-370 [doi]
• Improving Sequential Recommendation with Attribute-Augmented Graph Neural NetworksXinzhou Dong, Beihong Jin, Wei Zhuo 0002, Beibei Li, Taofeng Xue. 373-385 [doi]
• Exploring Implicit Relationships in Social Network for Recommendation SystemsYunhe Wei, Huifang Ma, Ruoyi Zhang, Zhixin Li, Liang Chang. 386-397 [doi]
• Transferable Contextual Bandits with Prior ObservationsKevin Labille, Wen Huang, Xintao Wu. 398-410 [doi]
• Modeling Hierarchical Intents and Selective Current Interest for Session-Based RecommendationMengfei Zhang, Cheng Guo, Jiaqi Jin, Mao Pan, Jinyun Fang. 411-422 [doi]
• A Finetuned Language Model for Recommending cQA-QAs for Enriching TextbooksShobhan Kumar, Arun Chauhan 0002. 423-435 [doi]
• XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate PredictionRunlong Yu, Yuyang Ye, Qi Liu, Zihan Wang, Chunfeng Yang, Yucheng Hu, Enhong Chen. 436-447 [doi]
• Learning Multiclass Classifier Under Noisy Bandit FeedbackMudit Agarwal, Naresh Manwani. 448-460 [doi]
• Diversify or Not: Dynamic Diversification for Personalized RecommendationBin Hao, Min Zhang, Cheng Guo, Weizhi Ma, Yiqun Liu 0001, Shaoping Ma. 461-472 [doi]
• Multi-criteria and Review-Based Overall Rating PredictionEdgar Eduardo Ceh-Varela, Huiping Cao, Tuan Le. 473-484 [doi]
• W2FM: The Doubly-Warped Factorization MachineMao Lin Li, K. Selçuk Candan. 485-497 [doi]
• Causal Combinatorial Factorization Machines for Set-Wise RecommendationAkira Tanimoto, Tomoya Sakai 0001, Takashi Takenouchi, Hisashi Kashima. 498-509 [doi]
• Transformer-Based Multi-task Learning for Queuing Time Aware Next POI RecommendationSajal Halder, Kwan Hui Lim 0001, Jeffrey Chan, Xiuzhen Zhang. 510-523 [doi]
• Joint Modeling Dynamic Preferences of Users and Items Using Reviews for Sequential RecommendationTianqi Shang, Xinxin Li, Xiaoyu Shi, Qingxian Wang 0001. 524-536 [doi]
• Box4Rec: Box Embedding for Sequential RecommendationKai Deng, Jiajin Huang, Jin Qin. 537-548 [doi]
• UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative FilteringAntônio David Viniski, Jean Paul Barddal, Alceu de Souza Britto Jr.. 549-560 [doi]
• IACN: Influence-Aware and Attention-Based Co-evolutionary Network for RecommendationShalini Pandey, George Karypis, Jaideep Srivastava. 561-574 [doi]
• Nonlinear Matrix Factorization via Neighbor EmbeddingXuan Li, Yunfeng Wu, Li Zhang. 575-587 [doi]
• Deconfounding Representation Learning Based on User Interactions in Recommendation SystemsJunruo Gao, Mengyue Yang, Yuyang Liu, Jun Li. 588-599 [doi]
• Personalized Regularization Learning for Fairer Matrix FactorizationSirui Yao, Bert Huang. 600-611 [doi]
• Instance Selection for Online Updating in Dynamic Recommender EnvironmentsThilina Thanthriwatta, David S. Rosenblum. 612-624 [doi]
• Fusing Essential Knowledge for Text-Based Open-Domain Question AnsweringXiao Su, Ying Li, Zhonghai Wu. 627-639 [doi]
• TSSE-DMM: Topic Modeling for Short Texts Based on Topic Subdivision and Semantic EnhancementChengcheng Mai, Xueming Qiu, Kaiwen Luo, Min Chen, Bo Zhao, Yihua Huang. 640-651 [doi]
• SILVER: Generating Persuasive Chinese Product PitchYunsen Hong, Hui Li, Yanghua Xiao, Ryan McBride, Chen Lin. 652-663 [doi]
• Capturing SQL Query Overlapping via Subtree Copy for Cross-Domain Context-Dependent SQL GenerationRuizhuo Zhao, Jinhua Gao, Huawei Shen, Xueqi Cheng. 664-675 [doi]
• HScodeNet: Combining Hierarchical Sequential and Global Spatial Information of Text for Commodity HS Code ClassificationShaohua Du, Zhihao Wu, Huaiyu Wan, Youfang Lin. 676-689 [doi]
• PLVCG: A Pretraining Based Model for Live Video Comment GenerationZehua Zeng, Neng Gao, Cong Xue, Chenyang Tu. 690-702 [doi]
• Inducing Rich Interaction Structures Between Words for Document-Level Event Argument ExtractionAmir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen. 703-715 [doi]
• Exploiting Relevant Hyperlinks in Knowledge Base for Entity LinkingSzu-Yuan Cheng, Yi-ling Chen, Mi-Yen Yeh, Bo-Tao Lin. 716-729 [doi]
• TANTP: Conversational Emotion Recognition Using Tree-Based Attention Networks with Transformer Pre-trainingHaozhe Liu, Hongzhan Lin, Guang Chen. 730-742 [doi]
• Semantic-Syntax Cascade Injection Model for Aspect Sentiment Triple ExtractionWenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng. 743-755 [doi]
• Modeling Inter-aspect Relationship with Conjunction for Aspect-Based Sentiment AnalysisHaoliang Zhao, Yun Xue, Donghong Gu, Jianying Chen, Luwei Xiao. 756-767 [doi]