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| 2021 | A Neural Language Understanding for Dialogue State Tracking. Yuhong He, Yan Tang |
| 2021 | A Property-Based Method for Acquiring Commonsense Knowledge. Ya Wang, Cungen Cao, Yuting Cao, Shi Wang |
| 2021 | A Research Study on Running Machine Learning Algorithms on Big Data with Spark. Arpad Kerestely, Alexandra Baicoianu, Razvan Bocu |
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| 2021 | Additive Noise Model Structure Learning Based on Rank Statistics. Jing Yang, Gaojin Fan, Kai Xie, Qiqi Chen, Aiguo Wang |
| 2021 | An Ensemble Fuzziness-Based Online Sequential Learning Approach and Its Application. Wei-Peng Cao, Sheng-Dong Li, Cheng-Chao Huang, Yu-Hao Wu, Qiang Wang, Da-Chuan Li, Ye Liu |
| 2021 | An IoT Ontology Class Recommendation Method Based on Knowledge Graph. Xi Wang, Chuantao Yin, Xin Fan, Si Wu, Lan Wang |
| 2021 | Attentional Neural Factorization Machines for Knowledge Tracing. Xiaowu Zhang, Li Li |
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| 2021 | Community Detection in Dynamic Networks: A Novel Deep Learning Method. Fan Zhang, Junyou Zhu, Zheng Luo, Zhen Wang, Li Tao, Chao Gao |
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| 2021 | Dependency Parsing Representation Learning for Open Information Extraction. Zekun Li, Nianwen Ning, Chengcheng Peng, Bin Wu |
| 2021 | EN-DIVINE: An Enhanced Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning. Yuejia Wu, Jiantao Zhou |
| 2021 | Entity Alignment Between Knowledge Graphs Using Entity Type Matching. Xiuting Song, Han Zhang, Luyi Bai |
| 2021 | Event Relation Reasoning Based on Event Knowledge Graph. Tingting Tang, Wei Liu, Weimin Li, Jinliang Wu, Haiyang Ren |
| 2021 | Exploring Sequential and Collaborative Contexts for Next Point-of-Interest Recommendation. Jingyi Liu, Yanyan Zhao, Limin Liu, Shijie Jia |
| 2021 | Extracting Prerequisite Relations Among Wikipedia Concepts Using the Clickstream Data. Cheng Hu, Kui Xiao, Zesong Wang, Shihui Wang, Qifeng Li |
| 2021 | Feature Interaction Convolutional Network for Knowledge Graph Embedding. Jiachuan Li, Aimin Li, Teng Liu |
| 2021 | FedPS: Model Aggregation with Pseudo Samples. Mulin Xu |
| 2021 | Fragile Neural Network Watermarking with Trigger Image Set. Renjie Zhu, Ping Wei, Sheng Li, Zhaoxia Yin, Xinpeng Zhang, Zhenxing Qian |
| 2021 | GASKT: A Graph-Based Attentive Knowledge-Search Model for Knowledge Tracing. Mengdan Wang, Chao Peng, Rui Yang, Chenchao Wang, Yao Chen, Xiaohua Yu |
| 2021 | Graph Attention Mechanism with Cardinality Preservation for Knowledge Graph Completion. Cong Ding, Xiao Wei, Yongqi Chen, Rui Zhao |
| 2021 | Graph Ensemble Networks for Semi-supervised Embedding Learning. Hui Tang, Xun Liang, Bo Wu, Zhenyu Guan, Yuhui Guo, Xiangping Zheng |
| 2021 | Hierarchical Policy Network with Multi-agent for Knowledge Graph Reasoning Based on Reinforcement Learning. Mingming Zheng, Yanquan Zhou, Qingyao Cui |
| 2021 | HyperspherE: An Embedding Method for Knowledge Graph Completion Based on Hypersphere. Yao Dong, Xiaobo Guo, Ji Xiang, Kai Liu, Zhihao Tang |
| 2021 | Identification of Critical Nodes in Urban Transportation Network Through Network Topology and Server Routes. Shihong Jiang, Zheng Luo, Ze Yin, Zhen Wang, Songxin Wang, Chao Gao |
| 2021 | Improved Partitioning Graph Embedding Framework for Small Cluster. Ding Sun, Zhen Huang, Dongsheng Li, Xiangyu Ye, Yilin Wang |
| 2021 | Incorporating Global Context into Multi-task Learning for Session-Based Recommendation. Nan Qiu, Boyu Gao, Feiran Huang, Huawei Tu, Weiqi Luo |
| 2021 | Inducing Bilingual Word Representations for Non-isomorphic Spaces by an Unsupervised Way. Shaolin Zhu, Chenggang Mi, Linlin Zhang |
| 2021 | Introducing Graph Neural Networks for Few-Shot Relation Prediction in Knowledge Graph Completion Task. Yashen Wang, Huanhuan Zhang |
| 2021 | Knowledge Distillation via Channel Correlation Structure. Bo Li, Bin Chen, Yunxiao Wang, Tao Dai, Maowei Hu, Yong Jiang, Shutao Xia |
| 2021 | Knowledge Science, Engineering and Management - 14th International Conference, KSEM 2021, Tokyo, Japan, August 14-16, 2021, Proceedings, Part I Han Qiu, Cheng Zhang, Zongming Fei, Meikang Qiu, Sun-Yuan Kung |
| 2021 | Knowledge Tracing with Exercise-Enhanced Key-Value Memory Networks. Nan Zhang, Li Li |
| 2021 | Knowledge-Based Diverse Feature Transformation for Few-Shot Relation Classification. Yubao Tang, Zhezhou Li, Cong Cao, Fang Fang, Yanan Cao, Yanbing Liu, Jianhui Fu |
| 2021 | Learning a Similarity Metric Discriminatively with Application to Ancient Character Recognition. Xuxing Liu, Xiaoqin Tang, Shanxiong Chen |
| 2021 | Multi-hop Learning Promote Cooperation in Multi-agent Systems. Xingyu Liu, Runyu Guan, Tao Wang, Le Han, Yu Qin, Yi Wang |
| 2021 | Named Entity Recognition Based on Reinforcement Learning and Adversarial Training. Shi Peng, Yong Zhang, Yuanfang Yu, Haoyang Zuo, Kai Zhang |
| 2021 | Node-Image CAE: A Novel Embedding Method via Convolutional Auto-encoder and High-Order Proximities. Di Qiao, Wu Yang, Wei Wang |
| 2021 | Optimization of Remote Desktop with CNN-based Image Compression Model. Hejun Wang, Hongjun Dai, Meikang Qiu, Meiqin Liu |
| 2021 | PEN4Rec: Preference Evolution Networks for Session-Based Recommendation. Dou Hu, Lingwei Wei, Wei Zhou, Xiaoyong Huai, Zhiqi Fang, Songlin Hu |
| 2021 | Predicting User Preferences via Heterogeneous Information Network and Metric Learning. Xiaotong Li, Yan Tang, Yuan Yuan, Yingpei Chen |
| 2021 | Representing Knowledge Graphs with Gaussian Mixture Embedding. Wenying Feng, Daren Zha, Xiaobo Guo, Yao Dong, Yuanye He |
| 2021 | Research on Innovation Trends of AI Applied to Medical Instruments Using Informetrics Based on Multi-sourse Information. Xingwang Wang, Tingting Yu |
| 2021 | Rethinking the Information Inside Documents for Sentiment Classification. Xinyu Jiang, Chongyang Shi, Shufeng Hao, Dequan Yang, Chaoqun Feng |
| 2021 | Ride-Sharing Matching of Commuting Private Car Using Reinforcement Learning. Junchao Lv, Linjiang Zheng, Longquan Liao, Xin Chen |
| 2021 | SEGAR: Knowledge Graph Augmented Session-Based Recommendation. Xinyi Xu, Yan Tang, Zhuoming Xu |
| 2021 | Spirit Distillation: A Model Compression Method with Multi-domain Knowledge Transfer. Zhiyuan Wu, Yu Jiang, Minghao Zhao, Chupeng Cui, Zongmin Yang, Xinhui Xue, Hong Qi |
| 2021 | Structure-Enhanced Graph Representation Learning for Link Prediction in Signed Networks. Yunke Zhang, Zhiwei Yang, Bo Yu, Hechang Chen, Yang Li, Xuehua Zhao |
| 2021 | Symbiosis: A Novel Framework for Integrating Hierarchies from Knowledge Graph into Recommendation System. Haizhou Du, Yue Tang |
| 2021 | TEBC-Net: An Effective Relation Extraction Approach for Simple Question Answering over Knowledge Graphs. Jianbin Li, Ketong Qu, Jingchen Yan, Liting Zhou, Long Cheng |
| 2021 | Text-Aware Recommendation Model Based on Multi-attention Neural Networks. Gang Qiu, Xiaoli Yu, Liping Jiang, Baoying Ma |
| 2021 | Towards a Modular Ontology for Cloud Consumer Review Mining. Emna Ben Abdallah, Khouloud Boukadi, Rima Grati |
| 2021 | TroBo: A Novel Deep Transfer Model for Enhancing Cross-Project Bug Localization. Ziye Zhu, Yu Wang, Yun Li |