| 2021 | RE-KGR: Relation-Enhanced Knowledge Graph Reasoning for Recommendation. | Ming He, Hanyu Zhang, Han Wen |
| 2021 | LGCCF: A Linear Graph Convolutional Collaborative Filtering with Social Influence. | Ming He, Han Wen, Hanyu Zhang |
| 2021 | SCHC: Incorporating Social Contagion and Hashtag Consistency for Topic-Oriented Social Summarization. | Ruifang He, Huanyu Liu, Liangliang Zhao |
| 2021 | EDKT: An Extensible Deep Knowledge Tracing Model for Multiple Learning Factors. | Liangliang He, Xiao Li, Jintao Tang, Ting Wang |
| 2021 | DFILAN: Domain-Based Feature Interactions Learning via Attention Networks for CTR Prediction. | Yongliang Han, Yingyuan Xiao, Hongya Wang, Wenguang Zheng, Ke Zhu |
| 2021 | DiCGAN: A Dilated Convolutional Generative Adversarial Network for Recommender Systems. | Zhiqiang Guo, Chaoyang Wang, Jianjun Li, Guohui Li, Peng Pan |
| 2021 | Ad Click-Through Rate Prediction: A Survey. | Liqiong Gu |
| 2021 | FedTopK: Top-K Queries Optimization over Federated RDF Systems. | Ningchao Ge, Zheng Qin, Peng Peng, Lei Zou |
| 2021 | Gated Sequential Recommendation System with Social and Textual Information Under Dynamic Contexts. | Haoyu Geng, Shuodian Yu, Xiaofeng Gao |
| 2021 | VizGRank: A Context-Aware Visualization Recommendation Method Based on Inherent Relations Between Visualizations. | Qianfeng Gao, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang |
| 2021 | 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 |
| 2021 | CIC-FL: Enabling Class Imbalance-Aware Clustered Federated Learning over Shifted Distributions. | Yanan Fu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Zhangmin Huang |
| 2021 | 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 |
| 2021 | Activity Organization Queries for Location-Aware Heterogeneous Information Network. | Cedric Parfait Kankeu Fotsing, Ya-Wen Teng, Sheng-Hao Chiang, Yi-Shin Chen, Bay-Yuan Hsu |
| 2021 | Modeling and Querying Similar Trajectory in Inconsistent Spatial Data. | Weijia Feng, Yuran Geng, Ran Li, Maoyu Jin, Qiyi Tan |
| 2021 | Multi-head Attention with Hint Mechanisms for Joint Extraction of Entity and Relation. | Chih-Hsien Fang, Yi-Ling Chen, Mi-Yen Yeh, Yan-Shuo Lin |
| 2021 | Unsupervised Domain Adaptation with Unified Joint Distribution Alignment. | Yuntao Du, Zhiwen Tan, Xiaowen Zhang, Yirong Yao, Hualei Yu, Chongjun Wang |
| 2021 | Inheritance-Guided Hierarchical Assignment for Clinical Automatic Diagnosis. | Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen |
| 2021 | Online High-Cardinality Flow Detection over Big Network Data Stream. | Yang Du, He Huang, Yu-e Sun, An Liu, Guoju Gao, Boyu Zhang |
| 2021 | Self Separation and Misseparation Impact Minimization for Open-Set Domain Adaptation. | Yuntao Du, Yikang Cao, Yumeng Zhou, Yinghao Chen, Ruiting Zhang, Chongjun Wang |
| 2021 | Cross-Domain Error Minimization for Unsupervised Domain Adaptation. | Yuntao Du, Yinghao Chen, Fengli Cui, Xiaowen Zhang, Chongjun Wang |
| 2021 | Sequence Embedding for Zero or Low Resource Knowledge Graph Completion. | Zhijuan Du |
| 2021 | A Novel Embedding Model for Knowledge Graph Completion Based on Multi-Task Learning. | Jiaheng Dou, Bing Tian, Yong Zhang, Chunxiao Xing |
| 2021 | Latent Graph Recurrent Network for Document Ranking. | Qian Dong, Shuzi Niu |
| 2021 | Sirius: Sequential Recommendation with Feature Augmented Graph Neural Networks. | Xinzhou Dong, Beihong Jin, Wei Zhuo, Beibei Li, Taofeng Xue |