| 2021 | Multi-Task Self-Supervised Learning for Script Event Prediction. | Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Jinlong Li |
| 2021 | Automated Query Graph Generation for Querying Knowledge Graphs. | Weiguo Zheng, Mei Zhang |
| 2021 | Understanding the Property of Long Term Memory for the LSTM with Attention Mechanism. | Wendong Zheng, Putian Zhao, Kai Huang, Gang Chen |
| 2021 | HierST: A Unified Hierarchical Spatial-temporal Framework for COVID-19 Trend Forecasting. | Shun Zheng, Zhifeng Gao, Wei Cao, Jiang Bian, Tie-Yan Liu |
| 2021 | When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations. | Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao |
| 2021 | Multimodal Graph Meta Contrastive Learning. | Feng Zhao, Donglin Wang |
| 2021 | RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms. | Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Yushuo Chen, Xingyu Pan, Kaiyuan Li, Yujie Lu, Hui Wang, Changxin Tian, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen |
| 2021 | SaDes: An Interactive System for Sensitivity-aware Desensitization towards Tabular Data. | Kechun Zhao, Hui Li, Zheng Gong, Jiangtao Cui |
| 2021 | k-sums Clustering: A Stochastic Optimization Approach. | Wan-Lei Zhao, Shi-Ying Lan, Run-Qing Chen, Chong-Wah Ngo |
| 2021 | Multi-objective Privacy-preserving Text Representation Learning. | Huixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng |
| 2021 | Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance. | Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2021 | CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge. | Chao Zhang, Jingbo Zhou, Xiaoling Zang, Qing Xu, Liang Yin, Xiang He, Lin Liu, Haoyi Xiong, Dejing Dou |
| 2021 | Multi-Factors Aware Dual-Attentional Knowledge Tracing. | Moyu Zhang, Xinning Zhu, Chunhong Zhang, Yang Ji, Feng Pan, Changchuan Yin |
| 2021 | Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. | Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu |
| 2021 | Minimizing Spectral Radius of Non-Backtracking Matrix by Edge Removal. | Zuobai Zhang, Zhongzhi Zhang, Guanrong Chen |
| 2021 | SNPR: A Serendipity-Oriented Next POI Recommendation Model. | Mingwei Zhang, Yang Yang, Rizwan Abbas, Ke Deng, Jianxin Li, Bin Zhang |
| 2021 | DML: Dynamic Multi-Granularity Learning for BERT-Based Document Reranking. | Xuanyu Zhang, Qing Yang |
| 2021 | Comprehensively Computing Link-based Similarities by Building A Random Surfer Graph. | Mingxi Zhang, Xifeng Yan, Wei Wang |
| 2021 | CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph. | Yao Zhang, Yun Xiong, Dongsheng Li, Caihua Shan, Kan Ren, Yangyong Zhu |
| 2021 | Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks. | He Zhang, Bang Wu, Xiangwen Yang, Chuan Zhou, Shuo Wang, Xingliang Yuan, Shirui Pan |
| 2021 | Fraud Detection under Multi-Sourced Extremely Noisy Annotations. | Chuang Zhang, Qizhou Wang, Tengfei Liu, Xun Lu, Jin Hong, Bo Han, Chen Gong |
| 2021 | Meta-Learning Based Hyper-Relation Feature Modeling for Out-of-Knowledge-Base Embedding. | Yufeng Zhang, Weiqing Wang, Wei Chen, Jiajie Xu, An Liu, Lei Zhao |
| 2021 | Pareto-optimal Community Search on Large Bipartite Graphs. | Yuting Zhang, Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang |
| 2021 | DSDD: Domain-Specific Dataset Discovery on the Web. | Haoxiang Zhang, Acio S. R. Santos, Juliana Freire |
| 2021 | SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation. | Kai Zhang, Hao Qian, Qi Liu, Zhiqiang Zhang, Jun Zhou, Jianhui Ma, Enhong Chen |