| 2022 | Representation Learning in Heterogeneous Information Networks Based on Hyper Adjacency Matrix. | Bin Yang, Yitong Wang |
| 2022 | RShield: A Refined Shield for Complex Multi-step Attack Detection Based on Temporal Graph Network. | Weiyong Yang, Peng Gao, Hao Huang, Xingshen Wei, Wei Liu, Shishun Zhu, Wang Luo |
| 2022 | LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering. | Geping Yang, Sucheng Deng, Yiyang Yang, Zhiguo Gong, Xiang Chen, Zhifeng Hao |
| 2022 | Aggregate Query Result Correctness Using Pattern Tables. | Nitish Yadav, Ayushi Malhotra, Sakshee Patel, Minal Bhise |
| 2022 | A Three-Stage Curriculum Learning Framework with Hierarchical Label Smoothing for Fine-Grained Entity Typing. | Bo Xu, Zhengqi Zhang, Chaofeng Sha, Ming Du, Hui Song, Hongya Wang |
| 2022 | Open-Domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion. | Feifei Xu, Shanlin Zhou, Yunpu Ma, Xinpeng Wang, Wenkai Zhang, Zhisong Li |
| 2022 | When Multitask Learning Make a Difference: Spatio-Temporal Joint Prediction for Cellular Trajectories. | Yuan Xu, Jiajie Xu, Junhua Fang, An Liu, Lei Zhao |
| 2022 | Diversify Search Results Through Graph Attentive Document Interaction. | Xianghong Xu, Kai Ouyang, Yin Zheng, Yanxiong Lu, Hai-Tao Zheng, Hong-Gee Kim |
| 2022 | TxChain: Scaling Sharded Decentralized Ledger via Chained Transaction Sequences. | Zheng Xu, Rui Jiang, Peng Zhang, Tun Lu, Ning Gu |
| 2022 | Multi-scale Time Based Stock Appreciation Ranking Prediction via Price Co-movement Discrimination. | Ruyao Xu, Dawei Cheng, Cen Chen, Siqiang Luo, Yifeng Luo, Weining Qian |
| 2022 | Concurrent Transformer for Spatial-Temporal Graph Modeling. | Yi Xie, Yun Xiong, Yangyong Zhu, Philip S. Yu, Cheng Jin, Qiang Wang, Haihong Li |
| 2022 | CrossIndex: Memory-Friendly and Session-Aware Index for Supporting Crossfilter in Interactive Data Exploration. | Tianyu Xia, Hanbing Zhang, Yinan Jing, Zhenying He, Kai Zhang, X. Sean Wang |
| 2022 | Enhancing Low-Resource Languages Question Answering with Syntactic Graph. | Linjuan Wu, Jiazheng Zhu, Xiaowang Zhang, Zhiqiang Zhuang, Zhiyong Feng |
| 2022 | Multi-view Multi-behavior Contrastive Learning in Recommendation. | Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xin Chen, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He |
| 2022 | Top-k Dominating Queries on Incremental Datasets. | Jimmy Ming-Tai Wu, Ke Wang, Jerry Chun-Wei Lin |
| 2022 | Collaborative Filtering for Recommendation in Geometric Algebra. | Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu |
| 2022 | Tracking the Evolution: Discovering and Visualizing the Evolution of Literature. | Siyuan Wu, Leong Hou U |
| 2022 | Efficient In-Memory Evaluation of Reachability Graph Pattern Queries on Data Graphs. | Xiaoying Wu, Dimitri Theodoratos, Dimitrios Skoutas, Michael Lan |
| 2022 | An Interactive Data Imputation System. | Yangyang Wu, Xiaoye Miao, Yuchen Peng, Lu Chen, Yunjun Gao, Jianwei Yin |
| 2022 | Weighted Mean-Field Multi-Agent Reinforcement Learning via Reward Attribution Decomposition. | Ting Wu, Wenhao Li, Bo Jin, Wei Zhang, Xiangfeng Wang |
| 2022 | Multi-behavior Recommendation with Two-Level Graph Attentional Networks. | Yunhe Wei, Huifang Ma, Yike Wang, Zhixin Li, Liang Chang |
| 2022 | IncreGNN: Incremental Graph Neural Network Learning by Considering Node and Parameter Importance. | Di Wei, Yu Gu, Yumeng Song, Zhen Song, Fangfang Li, Ge Yu |
| 2022 | Toward Paper Recommendation by Jointly Exploiting Diversity and Dynamics in Heterogeneous Information Networks. | Jie Wang, Jingya Zhou, Zhen Wu, Xigang Sun |
| 2022 | Inter- and Intra-Domain Relation-Aware Heterogeneous Graph Convolutional Networks for Cross-Domain Recommendation. | Ke Wang, Yanmin Zhu, Haobing Liu, Tianzi Zang, Chunyang Wang, Kuan Liu |
| 2022 | Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks. | Jiaan Wang, Beiqi Zou, Zhixu Li, Jianfeng Qu, Pengpeng Zhao, An Liu, Lei Zhao |