| 2021 | A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification. | Guang Liu, Hailong Huang, Yuzhao Mao, Weiguo Gao, Xuan Li, Jianping Shen |
| 2021 | Hop-Constrained Subgraph Query and Summarization on Large Graphs. | Yu Liu, Qian Ge, Yue Pang, Lei Zou |
| 2021 | Surface Defect Detection Method of Hot Rolling Strip Based on Improved SSD Model. | Xiaoyue Liu, Jie Gao |
| 2021 | Span-Based Nested Named Entity Recognition with Pretrained Language Model. | Chenxu Liu, Hongjie Fan, Junfei Liu |
| 2021 | OntoCSM: Ontology-Aware Characteristic Set Merging for RDF Type Discovery. | Pengkai Liu, Shunting Cai, Baozhu Liu, Xin Wang |
| 2021 | Modelling Entity Integrity for Semi-structured Big Data. | Ilya Litvinenko, Ziheng Wei, Sebastian Link |
| 2021 | 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 |
| 2021 | Fine-Grained Entity Typing via Label Noise Reduction and Data Augmentation. | Haoyang Li, Xueling Lin, Lei Chen |
| 2021 | Tell Me Where to Go Next: Improving POI Recommendation via Conversation. | Changheng Li, Yongjing Hao, Pengpeng Zhao, Fuzhen Zhuang, Yanchi Liu, Victor S. Sheng |
| 2021 | Multi-task Neural Shared Structure Search: A Study Based on Text Mining. | Jiyi Li, Fumiyo Fukumoto |
| 2021 | NREngine: A Graph-Based Query Engine for Network Reachability. | Wenjie Li, Lei Zou, Peng Peng, Zheng Qin |
| 2021 | Neural Demographic Prediction in Social Media with Deep Multi-view Multi-task Learning. | Yantong Lai, Yijun Su, Cong Xue, Daren Zha |
| 2021 | Deep User Representation Construction Model for Collaborative Filtering. | Daomin Ji, Zhenglong Xiang, Yuanxiang Li |
| 2021 | Parasitic Network: Zero-Shot Relation Extraction for Knowledge Graph Populating. | Shengbin Jia, E. Shijia, Ling Ding, Xiaojun Chen, Lingling Yao, Yang Xiang |
| 2021 | 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 |
| 2021 | Discovering Collective Converging Groups of Large Scale Moving Objects in Road Networks. | Jinping Jia, Ying Hu, Bin Zhao, Genlin Ji, Richen Liu |
| 2021 | Multi-job Merging Framework and Scheduling Optimization for Apache Flink. | Hangxu Ji, Gang Wu, Yuhai Zhao, Ye Yuan, Guoren Wang |
| 2021 | A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage. | Zehua Hu, Jiahai Wang, Siyuan Chen, Xin Du |
| 2021 | Maximum (L, K)-Lasting Cores in Temporal Social Networks. | Wei-Chun Hung, Chih-Ying Tseng |
| 2021 | Keyword-Aware Encoder for Abstractive Text Summarization. | Tianxiang Hu, Jingxi Liang, Wei Ye, Shikun Zhang |
| 2021 | Multi-scale Gated Inpainting Network with Patch-Wise Spacial Attention. | Xinrong Hu, Junjie Jin, Mingfu Xiong, Junping Liu, Tao Peng, Zili Zhang, Jia Chen, Ruhan He, Xiao Qin |
| 2021 | LSTM Based Sentiment Analysis for Cryptocurrency Prediction. | Xin Huang, Wenbin Zhang, Xuejiao Tang, Mingli Zhang, Jayachander Surbiryala, Vasileios Iosifidis, Zhen Liu, Ji Zhang |
| 2021 | Semi-supervised Factorization Machines for Review-Aware Recommendation. | Junheng Huang, Fangyuan Luo, Jun Wu |
| 2021 | BPTree: An Optimized Index with Batch Persistence on Optane DC PM. | Chenchen Huang, Huiqi Hu, Aoying Zhou |
| 2021 | Redesigning the Sorting Engine for Persistent Memory. | Yifan Hua, Kaixin Huang, Shengan Zheng, Linpeng Huang |