Abstract is missing.
- A Data-Driven Approach for GPS Trajectory Data CleaningLun Li, Xiaohang Chen, Qizhi Liu, Zhifeng Bao. 3-19 [doi]
- Heterogeneous Replicas for Multi-dimensional Data ManagementJialin Qiao, Yuyuan Kang, Xiangdong Huang, Lei Rui, Tian Jiang, Jianmin Wang 0001, Philip S. Yu. 20-36 [doi]
- Latency-Aware Data Placements for Operational Cost Minimization of Distributed Data CentersYuqi Fan, Chen Wang, Bei Zhang, Donghui Hu, Weili Wu, Ding-Zhu Du. 37-53 [doi]
- Verify a Valid Message in Single Tuple: A Watermarking Technique for Relational DatabaseShuguang Yuan 0003, Jing Yu, Peisong Shen, Chi Chen. 54-71 [doi]
- WFApprox: Approximate Window Functions ProcessingChunbo Lin, Jingdong Li, Xiaoling Wang, Xingjian Lu, Ji Zhang. 72-87 [doi]
- BiSample: Bidirectional Sampling for Handling Missing Data with Local Differential PrivacyLin Sun, Xiaojun Ye, Jun Zhao, Chenhui Lu, Mengmeng Yang. 88-104 [doi]
- PrivGMM: Probability Density Estimation with Local Differential PrivacyXinrong Diao, Wei Yang 0011, Shaowei Wang 0003, Liusheng Huang, Yan Xu 0007. 105-121 [doi]
- A Progressive Approach for Computing the Earth Mover's DistanceJiacheng Wu, Yong Zhang 0002, Yu Chen, Chunxiao Xing. 122-138 [doi]
- Predictive Transaction Scheduling for Alleviating Lock ThrashingDonghui Wang, Peng Cai, Weining Qian, Aoying Zhou. 139-156 [doi]
- Searchable Symmetric Encryption with Tunable Leakage Using Multiple ServersXiangfu Song, Dong Yin, Han Jiang, Qiuliang Xu. 157-177 [doi]
- Completely Unsupervised Cross-Modal HashingJiasheng Duan, Peng-fei Zhang, Zi Huang. 178-194 [doi]
- High Performance Design for Redis with Fast Event-Driven RDMA RPCsXuecheng Qi, Huiqi Hu, Xing Wei, Chengcheng Huang, Xuan Zhou, Aoying Zhou. 195-210 [doi]
- Efficient Source Selection for Error Detection via Matching DependenciesLingli Li, Sheng Zheng, Jingwen Cai, Jinbao Li. 211-227 [doi]
- Dependency Preserved Raft for TransactionsZihao Zhang, Huiqi Hu, Yang Yu, Weining Qian, Ke Shu. 228-245 [doi]
- Adaptive Method for Discovering Service Provider in Cloud Composite ServicesLei Yu, Yifan Li. 246-260 [doi]
- Auction-Based Order-Matching Mechanisms to Maximize Social Welfare in Real-Time Ride-SharingBing Shi, Yikai Luo, Liquan Zhu. 261-269 [doi]
- GDS: General Distributed Strategy for Functional Dependency Discovery AlgorithmsPeizhong Wu, Wei Yang 0011, Haichuan Wang, Liusheng Huang. 270-278 [doi]
- Efficient Group Processing for Multiple Reverse Top-k Geo-Social Keyword QueriesPengfei Jin, Yunjun Gao, Lu Chen 0001, Jingwen Zhao. 279-287 [doi]
- C2TTE: Cross-city Transfer Based Model for Travel Time EstimationJiayu Song, Jiajie Xu 0001, Xinghong Ling, Junhua Fang, Rui Zhou 0001, Chengfei Liu. 288-295 [doi]
- Migratable Paxos - Low Latency and High Throughput Consensus Under Geographically Shifting WorkloadsYanzhao Wang, Huiqi Hu, Weining Qian, Aoying Zhou. 296-304 [doi]
- GDPC: A GPU-Accelerated Density Peaks Clustering AlgorithmYuxuan Su, Yanfeng Zhang, Changyi Wan, Ge Yu 0001. 305-313 [doi]
- RS-store: A SkipList-Based Key-Value Store with Remote Direct Memory AccessChenchen Huang, Huiqi Hu, Xuecheng Qi, Xuan Zhou, Aoying Zhou. 314-323 [doi]
- Balancing Exploration and Exploitation in the Memetic Algorithm via a Switching Mechanism for the Large-Scale VRPTWYing Zhang, Dandan Zhang, Longfei Wang, Zhu He, Haoyuan Hu. 324-331 [doi]
- Game Recommendation Based on Dynamic Graph Convolutional NetworkWenwen Ye, Zheng Qin, Zhuoye Ding, Dawei Yin. 335-351 [doi]
- From Code to Natural Language: Type-Aware Sketch-Based Seq2Seq LearningYuhang Deng, Hao Huang 0001, Xu Chen, Zuopeng Liu, Sai Wu, Jifeng Xuan, Zongpeng Li. 352-368 [doi]
- Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis InferenceNing Liu, Wei Zhang 0056, Xiuxing Li, Haitao Yuan, Jianyong Wang. 369-385 [doi]
- Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse PredictionYanghong Wu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Junhua Fang, Fuzhen Zhuang. 386-402 [doi]
- Cross-Lingual Transfer Learning for Medical Named Entity RecognitionPengjie Ding, Lei Wang, Yaobo Liang, Wei Lu, Linfeng Li, Chun Wang, Buzhou Tang, Jun Yan. 403-418 [doi]
- A Unified Adversarial Learning Framework for Semi-supervised Multi-target Domain AdaptationXinle Wu, Lei Wang, Shuo Wang, Xiaofeng Meng 0001, Linfeng Li, Haitao Huang, Xiaohong Zhang, Jun Yan. 419-434 [doi]
- MTGCN: A Multitask Deep Learning Model for Traffic Flow PredictionFucheng Wang, Jiajie Xu 0001, Chengfei Liu, Rui Zhou 0001, Pengpeng Zhao. 435-451 [doi]
- SAEA: Self-Attentive Heterogeneous Sequence Learning Model for Entity AlignmentJia Chen, Binbin Gu, Zhixu Li, Pengpeng Zhao, An Liu 0002, Lei Zhao 0001. 452-467 [doi]
- TADNM: A Transportation-Mode Aware Deep Neural Model for Travel Time EstimationSaijun Xu, Jiajie Xu 0001, Rui Zhou 0001, Chengfei Liu, Zhixu Li, An Liu 0002. 468-484 [doi]
- FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension SelectionRuixuan Liu, Yang Cao 0011, Masatoshi Yoshikawa, Hong Chen 0001. 485-501 [doi]
- BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity RecognitionTianyang Zhao, Haoyan Liu, Qianhui Wu, Changzhi Sun, Dongdong Zhang 0001, Zhoujun Li. 502-518 [doi]
- Dynamical User Intention Prediction via Multi-modal LearningXuanwu Liu, Zhao Li, Yuanhui Mao, Lixiang Lai, Ben Gao, Yao Deng, Guoxian Yu. 519-535 [doi]
- Graph Convolutional Network Using a Reliability-Based Feature Aggregation MechanismYanling Wang, Cuiping Li, Jing Zhang, Peng Ni, Hong Chen 0001. 536-552 [doi]
- A Deep-Learning-Based Blocking Technique for Entity LinkageFabio Azzalini, Marco Renzi, Letizia Tanca. 553-569 [doi]
- PersonaGAN: Personalized Response Generation via Generative Adversarial NetworksPengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang 0003, Ge Yu 0001. 570-586 [doi]
- Motif Discovery Using Similarity-Constraints Deep Neural NetworksChuitian Rong, Ziliang Chen, Chunbin Lin, Jianming Wang. 587-603 [doi]
- An Empirical Study on Bugs Inside TensorFlowLi Jia, Hao Zhong, Xiaoyin Wang, Linpeng Huang, Xuansheng Lu. 604-620 [doi]
- Partial Multi-label Learning with Label and Feature CollaborationTingting Yu, Guoxian Yu, Jun Wang 0035, Maozu Guo. 621-637 [doi]
- Optimal Trade Execution Based on Deep Deterministic Policy GradientZekun Ye, Weijie Deng, Shuigeng Zhou, Yi Xu, Jihong Guan. 638-654 [doi]
- A Fast Automated Model Selection Approach Based on Collaborative KnowledgeZhenyuan Sun, Zixuan Chen, Zhenying He, Yinan Jing, X. Sean Wang. 655-662 [doi]
- Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User BehaviorsZhao Li, Chenyi Lei, Pengcheng Zou, Donghui Ding, Shichang Hu, Zehong Hu, Shouling Ji, Jianliang Gao. 663-670 [doi]
- Latent Space Clustering via Dual Discriminator GANHeng-Ping He, Pei-Zhen Li, Ling Huang, Yu-Xuan Ji, Chang-Dong Wang. 671-679 [doi]
- Neural Pairwise Ranking Factorization Machine for Item RecommendationLihong Jiao, Yonghong Yu, Ningning Zhou, Li Zhang, Hongzhi Yin. 680-688 [doi]
- Reward-Modulated Adversarial Topic ModelingYuhao Feng, Jiachun Feng, Yanghui Rao. 689-697 [doi]
- Link Inference via Heterogeneous Multi-view Graph Neural NetworksYuying Xing, Zhao Li, Pengrui Hui, Jiaming Huang, Xia Chen, Long Zhang, Guoxian Yu. 698-706 [doi]
- SAST-GNN: A Self-Attention Based Spatio-Temporal Graph Neural Network for Traffic PredictionYi Xie, Yun Xiong, Yangyong Zhu. 707-714 [doi]
- Enhancing Linear Time Complexity Time Series Classification with Hybrid Bag-Of-PatternsShen Liang, Yanchun Zhang, Jiangang Ma. 717-735 [doi]
- SentiMem: Attentive Memory Networks for Sentiment Classification in User ReviewXiaosong Jia, Qitian Wu, Xiaofeng Gao, Guihai Chen. 736-751 [doi]
- AMTICS: Aligning Micro-clusters to Identify Cluster StructuresFlorian Richter, Yifeng Lu, Daniyal Kazempour, Thomas Seidl 0001. 752-768 [doi]
- Improved Representations for Personalized Document-Level Sentiment ClassificationYihong Zhang, Wei Zhang. 769-785 [doi]
- Modeling Multi-aspect Relationship with Joint Learning for Aspect-Level Sentiment ClassificationJie Zhou 0015, Jimmy Xiangji Huang, Qinmin Vivian Hu, Liang He 0001. 786-802 [doi]