Accepted Papers
Research Track (Full Papers)
| Number | Title | Authors |
| 1 | Online High-cardinality Flow Detection over Big Network Data Stream | Yang Du*; He Huang; YUE SUN; An Liu; Guoju Gao; Boyu Zhang |
| 2 | Iterative Reasoning over Knowledge Graph | Liang Xu; Junjie Yao* |
| 3 | Relation-aware Alignment Attention Network for Multi-view Multi-label Learning | Yi Zhang*; Jundong Shen; Cheng Yu; Chongjun Wang |
| 4 | Gated Sequential Recommendation System with Social and Textual Information under Dynamic Contexts | Haoyu Geng; Shuodian Yu; Xiaofeng Gao* |
| 5 | SCSG Attention: A Self-Centered Star Graph with Attention for Pedestrian Trajectory Prediction | Xu Chen*; Shuncheng Liu; Zhi Xu; Yupeng Diao; Shaozhi Wu; Kai Zheng; Han Su |
| 6 | Label Contrastive Coding based Graph Neural Network for Graph Classification | Yuxiang Ren*; Jiyang Bai; Jiawei Zhang |
| 7 | Time Period-based Top-k Semantic Trajectory Pattern Query | Munkh-Erdene Yadamjav; Farhana Choudhury; Zhifeng Bao*; Baihua Zheng |
| 8 | Neural Adversarial Review Summarization with Hierarchical Personalized Attention | Hongyan Xu*; Hongtao Liu; Wenjun Wang; Pengfei Jiao |
| 9 | Learning the Implicit Semantic Representation on Graph-Structured Data | Likang Wu*; Zhi Li; Hongke Zhao; Qi Liu; Jun Wang; Mengdi Zhang; Enhong Chen |
| 10 | Accurate Cardinality Estimation of Co-occurring Words Using Suffix Trees | Jens Willkomm*; Martin Schäler; Klemens Böhm |
| 11 | A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage | Zehua Hu*; Jiahai Wang; Siyuan Chen; Xin Du |
| 12 | Generating Contextually Coherent Responses by Learning Structured Vectorized Semantics | Yan Wang*; Yanan Zheng; Shimin Jiang; Yucheng Dong; Jessica Chen; David Wang |
| 13 | Discriminative Feature Adaptation via Conditional Mean Discrepancy for Cross-domain Text Classification | Bo Zhang; Xiaoming Zhang*; Yun Liu; Lei Cheng |
| 14 | ImputeRNN: Imputing Missing Values in Electronic Medical Records | Jiawei Ouyang; Yuhao Zhang; Xiangrui Cai*; Ying ZHANG; Xiaojie Yuan |
| 15 | Which Node Pair and What Status? Asking Expert for Better Network Embedding | Longcan Wu*; Daling Wang; Shi Feng; Kaisong Song; Yifei Zhang; Ge Yu |
| 16 | MLSH: Mixed Hash Function Family for Approximate Nearest Neighbor Search in Multiple Fractional Metrics | Kejing Lu*; Mineichi Kudo |
| 17 | Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion | Jiasheng Zhang; Shuang Liang; Zhiyi Deng; Jie Shao* |
| 18 | Shadow: Answering Why-not Questions On Top-k Spatial Keyword Queries Over Moving Objects | Wang Zhang; Yanhong Li*; Lihchyun Shu; Changyin Luo; Jianjun Li |
| 19 | SRecGAN: Pairwise Adversarial Training for Sequential Recommendation | Guangben Lu; Ziheng Zhao; Xiaofeng Gao*; Guihai Chen |
| 20 | Secure and Efficient Certificateless Provable Data Possession for Cloud-Based Data Management Systems | Jing Zhang; Jie Cui*; Hong Zhong; Chengjie Gu; Lu Liu |
| 21 | Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack | Rui Zhang*; Wei Zhang; Ning LIU; Jianyong Wang |
| 22 | Optimal Sequenced Route Query with POI Preferences | Wenbin Li*; Huaijie Zhu; Wei Liu; Jian Yin; Jianliang Xu |
| 23 | Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network | Chi Xu; Hao Feng; Guoxin Yu*; Min Yang; Xiting Wang; yan song; Xiang Ao |
| 24 | DBL: Efficient Reachability Queries on dynamic Graphs | Qiuyi Lyu; Yuchen Li*; Bingsheng He; Bin Gong |
| 25 | Quantum-Inspired Keyword Search on Multi-Model Databases | Gongsheng Yuan*; Jiaheng Lu ; Peifeng Su |
| 26 | Multimodal Named Entity Recognition with Image Attributes and Image Knowledge | Dawei Chen*; Zhixu Li; Binbin Gu; Zhigang Chen |
| 27 | SSRGAN: A Generative Adversarial Network for Streaming Sequential Recommendation | Yao Lv*; Jiajie Xu; Rui Zhou; Junhua Fang; Chengfei Liu |
| 28 | PEEP: A Parallel Execution Engine for Permissioned Blockchain Systems | Zhihao Chen*; Xiaodong Qi; Xiaofan Du; Zhao Zhang; Cheqing Jin |
| 29 | Latent Graph Recurrent Network for Document Ranking | Qian Dong; Shuzi Niu* |
| 30 | Topological Interpretable Multi-Scale Sequential Recommendation | Tao Yuan*; Shuzi Niu; Huiyuan Li |
| 31 | Discriminant Mutual Information for Text Feature Selection | Jiaqi Wang; Li Zhang* |
| 32 | Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences For Dynamic Person-Job Fit | bin fu*; Hongzhi Liu; Yao Zhu; Yang Song; Tao Zhang; Zhonghai Wu |
| 33 | Partial Modal Conditioned GANs for Multi-modal Multi-label Learning with Arbitrary Modal-missing | Yi Zhang*; Jundong Shen; Zhecheng Zhang; Chongjun Wang |
| 34 | Consistency- and Inconsistency-aware Multi-view Subspace Clustering | Guangyu Zhang; Xiaowei Chen; Yuren Zhou*; Chang-Dong Wang; Dong Huang |
| 35 | SANS: Setwise Attentional Neural Similarity Method for Few-shot Recommendation | Zhenghao Zhang*; Tun Lu; Dongsheng Li; Peng Zhang; Hansu Gu; Ning Gu |
| 36 | Redesigning the Sorting Engine for Persistent Memory | Yifan Hua*; Kaixin Huang; Shengan Zheng; Linpeng Huang |
| 37 | CIC-FL: Enabling Class Imbalance-aware Clustered Federated Learning over Shifted Distributions | Xuefeng Liu; SHAOJIE TANG; jianwei Niu; zhangmin huang; yanan fu* |
| 38 | Cross-domain error minimization for unsupervised domain adaptation | Yuntao Du*; Yinghao Chen; Fengli Cui; Xiaowen Zhang; Chongjun Wang |
| 39 | Semi-Supervised Factorization Machines for Review-Aware Recommendation | Junheng Huang; Fangyuan Luo; Jun Wu* |
| 40 | Image-Enhanced Multi-Modal Representation for Local Topic Detection from Social Media | Junsha Chen*; Neng Gao; Yifei Zhang; Chenyang Tu |
| 41 | A decision support system for heart failure risk prediction based on weighted naive Bayes | Kehui SONG; Shenglong Yu; Haiwei Zhang*; Ying ZHANG; Xiangrui Cai; Xiaojie Yuan |
| 42 | Multi-label Classification of Long Text Based on Key-sentences Extraction | Jiayin Chen*; Xiaolong Gong; Ye Qiu; Xi Chen; Zhiyi Ma |
| 43 | Towards Expectation-Maximization by SQL in RDBMS | Kangfei Zhao*; Jeffrey Xu Yu; Yu Rong; Ming Liao; Junzhou Huang |
| 44 | BIRL: Bidirectional-Interaction Reinforcement Learning Framework for Joint Relation and Entity Extraction | Yashen Wang*; Huanhuan Zhang |
| 45 | DCAN: Deep Co-Attention Network by Modeling User Preference and News Lifecycle for News Recommendation | Lingkang Meng; Chongyang Shi*; Shufeng Hao; Xiangrui Su |
| 46 | Double Ensemble Soft Transfer Network for Unsupervised Domain adaptation | Manliang Cao*; Xiangdong Zhou; Lan Lin; Bo Yao |
| 47 | Keyword-Centric Community Search over Large Heterogeneous Information Networks | Lianpeng Qiao*; Zhiwei Zhang; Ye Yuan; Chen Chen; Guoren Wang |
| 48 | Considering Interaction Sequence of Historical Items for Conversational Recommender System | Xintao Tian*; Yongjing Hao; Pengpeng Zhao; deqing wang; Yanchi Liu; Victor S. Sheng |
| 49 | A Semi-structured Data Classification Model with Integrating Tag Sequence and Ngram | Lijun Zhang*; Ning Li; Wei Pan; Zhanhuai Li |
| 50 | Ranking Associative Entities in Knowledge Graph by Graphical Modeling of Frequent Patterns | Jie Li; Kun Yue*; Liang Duan; Jianyu Li |
| 51 | A Novel Embedding Model for Knowledge Graph Completion Based on Multi-Task Learning | Jiaheng Dou*; Bing Tian; Yong Zhang; Chunxiao Xing |
| 52 | Gaussian Metric Learning for Few-Shot Uncertain Knowledge Graph Completion | Jiatao Zhang; Tianxing Wu; Guilin Qi* |
| 53 | Attention-based Multimodal Entity Linking with High-Quality Images | Li Zhang*; Zhixu Li; Qiang Yang |
| 54 | Knowledge-aware Hypergraph Neural Network for Recommender Systems | Binghao Liu*; Pengpeng Zhao; Fuzhen Zhuang; Xuefeng Xian; Yanchi Liu; Victor S. Sheng |
| 55 | Personalized Dynamic Knowledge-aware Recommendation with Hybrid Explanations | Hao Sun*; Zijian Wu; Yue Cui; Liwei Deng; Yan Zhao; Kai Zheng |
| 56 | Privacy-Preserving Polynomial Evaluation over Spatio-Temporal Data on An Untrusted Cloud Server | Wei Song*; Mengfei Tang; Qiben Yan; Yuan Shen; Yang Cao; Qian Wang; Zhiyong Peng |
| 57 | Graph Attention Collaborative Similarity Embedding for Recommender System | Jinbo Song*; Chao Chang; Fei Sun; Zhenyang Chen; Guoyong Hu; Peng Jiang |
| 58 | Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis | Yichao Du; Pengfei Luo; Xudong Hong; Tong Xu*; Zhe Zhang; Chao Ren; Yi Zheng; Enhong Chen |
| 59 | Learning Disentangled User Representation Based on Controllable VAE for Recommendation | Yunyi Li*; Pengpeng Zhao; deqing wang; Xuefeng Xian; Yanchi Liu; Victor S. Sheng |
| 60 | Exploiting Multi-Source Data for Adversarial Driving Style Representation Learning | Zhidan Liu*; Junhong Zheng; Zengyang Gong; Haodi Zhang; Kaishun Wu |
| 61 | DFCN: An Effective Feature Interactions Learning Model for Recommender Systems | wei yang*; tianyu hu |
| 62 | Discovering Collective Converging Groups of Large Scale Moving Objects in Road Networks | Jinping Jia*; Ying Hu; Bin Zhao; Genlin Ji; Richen Liu |
| 63 | MM-CPred: A Multi-task Predictive Model for Continuous-time Event Sequences with Mixture Learning Losses | Li Lin*; Zan Zong; Lijie Wen; Chen Qian; Shuang Li; Jianmin Wang |
| 64 | Unsupervised domain adaptation with unified joint distribution alignment | Yuntao Du*; Tan Zhiwen; Xiaowen Zhang; Yirong Yao; Hualei Yu; Chongjun Wang |
| 65 | URIM: Utility-Oriented Role-Centric Incentive Mechanism Design for Blockchain-based Crowdsensing | Zheng Xu*; Chaofan Liu; Peng Zhang; Tun Lu; Ning Gu |
| 66 | Tell me Where to Go Next: Improving POI Recommendation via Conversation | Changheng Li*; Yongjing Hao; Pengpeng Zhao; Fuzhen Zhuang; Yanchi Liu; Victor S. Sheng |
| 67 | Towards Entity Alignment in the Open World: An Unsupervised Approach | Weixin Zeng*; Xiang Zhao; Jiuyang Tang; Xinyi Li; Minnan Luo; Qinghua Zheng |
| 68 | Modeling Dynamic Social Behaviors with Time-Evolving Graphs for User Behavior Predictions | Tianzi Zang*; Yanmin Zhu; Chen Gong; Haobing Liu; Bo Li |
| 69 | MISS: A Multi-user Identification Network for Shared-account Session-aware Recommendation | Xinyu Wen; Zhaohui Peng*; Shanshan Huang; Senzhang Wang; Philip S Yu |
| 70 | Memory-Efficient Storing of Timestamps for Spatio-Temporal Data Management in Columnar In-Memory Databases | Keven Richly* |
| 71 | Personalized POI Recommendation: Spatio-Temporal Representation Learning with Social Ties | Shaojie Dai; Yanwei Yu*; Hao Fan; Junyu Dong |
| 72 | vRaft: Accelerating the Distributed Consensus under Virtualized Environments | Yangyang Wang*; yunpeng chai |
| 73 | VizGRank: A Context-Aware Visualization Recommendation Method Based on Inherent Relations Between Visualizations | Qianfeng Gao; Zhenying He*; Yinan Jing*; Kai Zhang; X. Sean Wang* |
| 74 | Sequence Embedding for Zero or Low Resource Knowledge Graph Completion | Zhijuan Du* |
| 75 | Multi-job merging framework and scheduling optimization for Apache Flink | Hangxu Ji*; Gang WU; Yuhai Zhao; Ye Yuan; Guoren Wang |
| 76 | Missing POI Check-in Identification Using Generative Adversarial Networks | Meihui Shi*; Derong Shen; Yue Kou; Tiezheng Nie; Ge Yu |
| 77 | HMNet: Hybrid Matching Network for Few-shot Link Prediction | Shan Xiao; Lei Duan*; Guicai Xie; Renhao Li; Zihao Chen; Geng Deng; Jyrki Nummenmaa |
| 78 | OntoCSM: Ontology-Aware Characteristic Set Merging for RDF Type Discovery | Pengkai Liu; Shunting Cai; Baozhu Liu; Xin Wang* |
| 79 | Automated Context-aware Phrase Mining from Text Corpora | Xue Zhang*; Qinghua Li; Cuiping Li; Hong Chen |
| 80 | Efficient Mining of Outlying Sequential Behavior Patterns | Xu Yifan; Lei Duan*; Guicai Xie; Min Fu; Longhai Li; Jyrki Nummenmaa |
| 81 | Clustering Mixed-Type Data With Correlation-Preserving Embedding | Luan V Tran*; Liyue Fan; Cyrus Shahabi |
| 82 | PAS: Enable Partial Consensus in the Blockchain | Zihuan XU*; Siyuan HAN; Lei Chen |
| 83 | Efficiently Discovering Regions of Interest with User-Defined Score Function | Qiyu LIU*; Libin Zheng; Xiang Lian; Lei Chen |
| 84 | EDKT: An Extensible Deep Knowledge Tracing Model for Multiple Learning Factors | Liangliang He*; Jintao Tang; Xiao Li; Ting Wang |
| 85 | Fine-grained Entity Typing via Label Noise Reduction and Data Augmentation | Haoyang Li*; Xueling Lin; Lei Chen |
| 86 | Multi-task Neural Shared Structure Search: A Study based on Text Mining | Jiyi Li*; Fumiyo Fukumoto |
| 87 | Deep User Representation Construction Model for Collaborative Filtering | Daomin Ji*; Zhenglong Xiang; Yuanxiang Li |
| 88 | SCHC: Incorporating Social Contagion and Hashtag Consistency for Topic-oriented Social Summarization | Ruifang He; huanyu Liu*; Liangliang Zhao |
| 89 | An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking Platform | Yucen Gao; Yuanning Gao; Yuhao Li; Xiaofeng Gao*; Xiang Li; Guihai Chen |
| 90 | Inferring Deterministic Regular Expression with Unorder and Counting | Xiaofan Wang* |
| 91 | CAT-BERT: A Context-Aware Transferable BERT Model for Multi-Turn Machine Reading Comprehension | Cen Chen; Xinjing Huang; Feng Ji; Chengyu Wang; Minghui Qiu; Jun Huang; Yin Zhang* |
| 92 | Unpaired Multimodal Neural Machine Translation via Reinforcement Learning | Yijun Wang; Tianxin Wei*; Qi Liu; Enhong Chen |
| 93 | A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks | Xiang Wang; Xiaoyong Li; Junxing Zhu*; Xu Zichen; Kaijun Ren; Weiming Zhang; Xinwang Liu; Kui Yu |
| 94 | Top-k Closest Pair Queries over Spatial Knowledge Graph | Fangwei Wu; Xike Xie*; Jieming Shi |
| 95 | DiCGAN: A Dilated Convolutional Generative Adversarial Network for Recommender Systems | Zhiqiang Guo; Chaoyang Wang; Jianjun Li*; Guohui Li; Peng Pan |
| 96 | Keyword-Aware Encoder for Abstractive Text Summarization | Tianxiang Hu*; Jingxi Liang; Wei Ye; Shikun Zhang |
| 97 | KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph | Yiying Yang; Xi Yin*; Haiqin Yang; Xingjian Fei; Hao Peng; Kaijie Zhou; Kunfeng Lai; Jianping Shen |
| 98 | DFILAN: Domain-based Feature Interactions Learning via Attention Networks for CTR Prediction | Yongliang Han; Yingyuan Xiao*; Hongya Wang; Wenguang Zheng; Ke Zhu |
Research Track (Short Papers)
| Number | Title | Authors |
| 1 | A Diversity-Enhanced and Constraint-Relaxed Augmentation for Low-Resource Classification | Liu Guang*; Huang Hailong; Mao Yuzhao; Gao Weiguo; Li Xuan; Jianping Shen |
| 2 | Learning to Label with Active Learning and Reinforcement Learning | Xiu Tang; Sai Wu*; Gang Chen; Ke Chen; Lidan Shou |
| 3 | HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions | Liwei Deng; Xuanhao Chen; Yan Zhao; Kai Zheng* |
| 4 | Entity Resolution with Hybrid Attention-based Networks | Chenchen Sun*; Derong Shen |
| 5 | Dirty-Data Impacts on Regression: an Experimental Evaluation | Zhixin Qi; Hongzhi Wang* |
| 6 | Incentive-aware Task Location in Spatial Crowdsourcing | Fei Zhu*; Shushu Liu; Junhua Fang; An Liu |
| 7 | Efficient Trajectory Contact Query Processing | Pingfu Chao*; Dan He; Lei Li; Mengxuan Zhang; Xiaofang Zhou |
| 8 | RE-KGR: Relation-Enhanced Knowledge Graph Reasoning for Recommendation | Ming He*; Hanyu Zhang; Han Wen |
| 9 | LGCCF: A Linear Graph Convolutional Collaborative Filtering with Social Influence | Ming He*; Han Wen; Hanyu Zhang |
| 10 | STMG: Spatial-Temporal Mobility Graph for Location Prediction | Xuan Pan; Xiangrui Cai*; Jiangwei Zhang; Yanlong Wen; Ying Zhang; Xiaojie Yuan |
| 11 | Sirius: Sequential Recommendation with Feature Augmented Graph Neural Networks | Xinzhou Dong; Beihong Jin*; Wei Zhuo; Beibei Li; Taofeng Xue |
| 12 | AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern | Xiaokang Xu; Zhaohui Peng*; Senzhang Wang; Shanshan Huang; Philip S Yu; Zhenyun Hao; Jian Wang; Xue Wang |
| 13 | DMSPool: Dual Multi-Scale Pooling for Graph Representation Learning | Hualei Yu; Chong Luo; Yuntao Du; Hao Cheng; Meng Cao; Chongjun Wang* |
| 14 | ZH-NER: Chinese Named Entity Recognition with Adversarial Multi-Task Learning and Self-Attentions | Peng Zhu; Dawei Cheng; Fangzhou Yang; Yifeng Luo*; Weining Qian; Aoying Zhou |
| 15 | Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved Sliding-margin Loss | Dongsheng Wang; Hongjie Fan*; Junfei Liu |
| 16 | Neural Demographic Prediction in Social Media with Deep Multi-View Multi-Task Learning | Yantong Lai; Yijun Su; Cong Xue*; Daren Zha |
| 17 | Self Separation and Misseparation Impact Minimization for Open-Set Domain Adaptation | Yuntao Du*; Yikang Cao; Yumeng Zhou; Yinghao Chen; Ruiting Zhang; Chongjun Wang |
| 18 | An Interactive NL2SQL Approach With Reuse Strategy | Xiaxia Wang*; Sai Wu; Lidan Shou; Ke Chen |
| 19 | MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions | Fali Wang; Zheng Lin*; Zhengxiao Liu; Mingyu Zheng; Lei Wang; Daren Zha |
| 20 | Graphical Cross Domain Recommendation with Multi-view Hierarchical Transfer Gate | Huiyuan Li*; LI YU; Qihan Du |
| 21 | UniTest: A Univeral Testing Framework for Database Management Systems | Gengyuan Shi*; Chaokun Wang; Bingyang Huang; Hao Feng; Binbin Wang |
| 22 | GCAN: A Group-wise Collaborative Adversarial Networks for Item Recommendation | Xuehan Sun* |
| 23 | Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization | Shipeng Wang; Daokun Zhang; Lizhen Cui; Xudong Lu; Lei Liu; Qingzhong Li* |
| 24 | BPTree: An Optimized Index with Batch Persistence on Optane DC PM | Chenchen Huang*; Huiqi Hu; Aoying Zhou |
| 25 | Span-based Nested Named Entity Recognition with Pretrained Language Model | Chenxu Liu; Hongjie Fan*; Junfei Liu |
| 26 | A Reinforcement Learning Model for Influence Maximization in Social Networks | Chao Wang*; Yiming Liu; Xiaofeng Gao; Guihai Chen |
| 27 | A Parameter-free Approach for Lossless Streaming Graph Summarization | Ziyi Ma*; Jianye Yang; Kenli Li; Xu Zhou; Yuling Liu; Yikun Hu |
| 28 | Poetic Expression Through Scenery: Automatic Chinese Classical Poetry Generation from Images | Haotian Li; Jiatao Zhu; Sichen Cao; Xiangyu Li; Jiajun Zeng; Peng Wang* |
| 29 | A multilevel inference mechanism for user attributes over social networks | Hang Zhang*; Yajun Yang; Xin Wang; Hong Gao; Qinghua Hu; Dan Yin |
| 30 | Combining Meta-path Instances into Graphs for Recommendation | Mingda Qian*; Bo Li; Xiaoyan Gu; Zhuo Wang; Feifei Dai; Weiping Wang |
| 31 | Towards Generating Hi Fi Databases | Anupam Sanghi*; Rajkumar S; Jayant Haritsa |
| 32 | Modelling Entity Integrity for Semi-structured Big Data | Ilya Litvinenko ; Ziheng Wei; Sebastian Link* |
| 33 | Expanding Semantic Knowledge for Zero-shot Graph Embedding | Zheng Wang*; Ruihang Shao; Changping Wang; Changjun Hu; Chaokun Wang; Zhiguo Gong |
| 34 | An improved dummy generation approach for enhancing user location privacy | Shadaab Siddiqie*; Anirban Mondal; Krishna Reddy P |
PhD Consortium Track
| Number | Title | Authors |
| 1 | Algorithm Fairness through Data Inclusion, Participation, and Reciprocity. | Olalekan J Akintande* |
| 2 | Performance Issues in Scheduling of Real-Time Transactions | Sarvesh Pandey*; UDAI SHANKER |
| 3 | Semantic Integration of Heterogeneous and Complex Spreadsheet Tables | Sara Bonfitto*; Marco Mesiti |
| 4 | Abstract Model for Multi-Model Data | Pavel Čontoš* |
| 5 | User Preference Translation Model for Next Top-k Items Recommendation with Social Relations | Hao-Shang Ma*; Jen-Wei Huang |
Demo Track
| Number | Title | Authors |
| 1 | FedTopK:Top-K Queries Optimization over Federated RDF System | Ningchao Ge; Zheng Qin*; Peng Peng; Lei Zou |
| 2 | Shopping around: CoSurvey helps you make a wise choice | Qinhui Chen; Liping Hua; Junjie Wei; Hui Zhao*; Gang Zhao |
| 3 | IntRoute: An Integer Programming based Approach for Best Bus Route Discovery | Chang-Wei Sung; Xinghao Yang*; Chung-Shou Liao; Wei Liu |
| 4 | NRCP-Miner: Towards the Discovery of Non-Redundant Co-location Patterns | Xuguang Bao*; Jinjie Lu; Tianlong Gu; Liang Chang; Wang Lizhen |
| 5 | ARCA: A Tool for Area Calculation based on GPS Data | SuJing Song; Jie Sun; Jianqiu Xu* |
| 6 | LSTM Based Sentiment Analysis for Cryptocurrency Prediction | Xin Huang*; Wenbin Zhang; Xuejiao Tang; Mingli Zhang; Jayachander Surbiryala; Vasileios Iosifidis; Zhen Liu; Ji Zhang |
| 7 | SQL-Middleware: Enabling the Blockchain with SQL | Xing Tong; Haibo Tang; Nan Jiang; Wei Fan; Yichen Gao; Sijia Deng; Zhao Zhang*; Cheqing Jin; Yingjie Yang; Gang Qin |
| 8 | Loupe: A Visualization Tool for High-level Execution Plans in SystemDS | Zhizhen Xu; Zihao Chen; Chen Xu* |
Industry Track
| Number | Title | Authors |
| 1 | LinkLouvain: Link-Aware A/B Testing and Its Application on Online Marketing Campaign (Industry Track) | Tianchi Cai*; Daxi Cheng; Chen Liang; ziqi liu; Lihong Gu; Huizhi Xie; Zhiqiang Zhang; Xiaodong Zeng; Jinjie Gu |
| 2 | An Enhanced Convolutional Inference Model with Distillation for Retrieval-based QA | Shuangyong Song*; Chao Wang; Xiao Pu; Zehui Wang; Huan Chen |
| 3 | Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering | Di Jiang; Yuanfeng Song*; Rongzhong Lian; Siqi Bao; Jinhua Peng; Huang He; Hua Wu; Chen Zhang; Lei Chen |
| 4 | Generating Personalized Titles Incorporating Advertisement Profile (Industrial Track) | Jingbing Wang; Zhuolin Hao; Minping Zhou; Jiaze Chen; Hao Zhou; Zhenqiao Song; Jinghao Wang; Jiandong Yang; Shiguang Ni* |
| 5 | Parasitic Network: Zero-Shot Relation Extraction for Knowledge Graph Populating (Industrial Track) | Shengbin Jia*; Shijia E; Ling Ding; xiaojun chen; LingLing Yao; Yang Xiang |
| 6 | Graph Attention Networks for New Product Sales Forecasting in E-Commerce | Chuanyu Xu*; Xiuchong Wang; Binbin Hu; Da Zhou; Yu Dong; Chengfu Huo; Weijun Ren |
| 7 | Transportation Recommendation with Fairness Consideration | Ding Zhou*; Hao Liu; Tong Xu; Le Zhang; Rui Zha; Hui Xiong |
| 8 | Constraint-Adaptive Rule Mining in Large Databases | Meng Li*; Ya-Lin Zhang; Qitao Shi; Xinxing Yang; Qing Cui; longfei li; Jun Zhou |
Tutorial
| Number | Title | Authors |
| 1 | Multi-Model Data, Query Languages and Processing Paradigms | Qingsong Guo, Jiaheng Lu, Chao Zhang, and Shuxun Zhang |
| 2 | Lightweight Deep Learning with Model | U Kang |
| 3 | Discovering Communities over Large Graphs: Algorithms, Applications, and Opportunities | Chaokun Wang, Junchao Zhu, Zhuo Wang, Yunkai Lou, Gaoyang Guo, and Binbin Wang |
| 4 | AI Governance: Advanced Urban Computing on Informatics Forecasting and Route Planning | Hsun-Ping Hsieh, and Fandel Lin |