| 2022 | HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. | Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song |
| 2022 | Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. | Sichun Luo, Yuanzhang Xiao, Linqi Song |
| 2022 | Dual-Task Learning for Multi-Behavior Sequential Recommendation. | Jinwei Luo, Mingkai He, Xiaolin Lin, Weike Pan, Zhong Ming |
| 2022 | Urban Region Profiling via Multi-Graph Representation Learning. | Yan Luo, Fu-Lai Chung, Kai Chen |
| 2022 | PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python. | Haiping Lu, Xianyuan Liu, Shuo Zhou, Robert Turner, Peizhen Bai, Raivo E. Koot, Mustafa Chasmai, Lawrence Schobs, Hao Xu |
| 2022 | STARDOM: Semantic Aware Deep Hierarchical Forecasting Model for Search Traffic Prediction. | Yucheng Lu, Qiang Ji, Liang Wang, Tianshu Wu, Hongbo Deng, Jian Xu, Bo Zheng |
| 2022 | BRIGHT - Graph Neural Networks in Real-time Fraud Detection. | Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang |
| 2022 | Meta-Reinforcement Learning for Multiple Traffic Signals Control. | Yican Lou, Jia Wu, Yunchuan Ran |
| 2022 | Sampling Enclosing Subgraphs for Link Prediction. | Paul Louis, Shweta Ann Jacob, Amirali Salehi-Abari |
| 2022 | MomNet: Gender Prediction using Mechanism of Working Memory. | Sijie Long, Lin Li, Jingling Yuan, Jianquan Liu |
| 2022 | SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. | Jia Li, Yuyuan Zhao, Zhi Jin, Ge Li, Tao Shen, Zhengwei Tao, Chongyang Tao |
| 2022 | GCWSNet: Generalized Consistent Weighted Sampling for Scalable and Accurate Training of Neural Networks. | Ping Li, Weijie Zhao |
| 2022 | An Adaptive Framework for Confidence-constraint Rule Set Learning Algorithm in Large Dataset. | Meng Li, Lu Yu, Ya-Lin Zhang, Xiaoguang Huang, Qitao Shi, Qing Cui, Xinxing Yang, Longfei Li, Wei Zhu, Yanming Fang, Jun Zhou |
| 2022 | Visual Exploration of Literature with Argo Scholar. | Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau |
| 2022 | An Extreme Semi-supervised Framework Based on Transformer for Network Intrusion Detection. | Yangmin Li, Xinhang Yuan, Wengen Li |
| 2022 | Multi-agent Transformer Networks for Multimodal Human Activity Recognition. | Jingcheng Li, Lina Yao, Binghao Li, Xianzhi Wang, Claude Sammut |
| 2022 | Automated Spatio-Temporal Synchronous Modeling with Multiple Graphs for Traffic Prediction. | Fuxian Li, Huan Yan, Guangyin Jin, Yue Liu, Yong Li, Depeng Jin |
| 2022 | SmartQuery: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction. | Xiaoting Li, Yuhang Wu, Vineeth Rakesh, Yusan Lin, Hao Yang, Fei Wang |
| 2022 | Knowledge Distillation via Hypersphere Features Distribution Transfer. | Boheng Liu, Tianrui Zhang, Ligang Miao |
| 2022 | DA-Net: Distributed Attention Network for Temporal Knowledge Graph Reasoning. | Kangzheng Liu, Feng Zhao, Hongxu Chen, Yicong Li, Guandong Xu, Hai Jin |
| 2022 | Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation Candidates. | Danyang Liu, Yuji Yang, Mengdi Zhang, Wei Wu, Xing Xie, Guangzhong Sun |
| 2022 | Social Graph Transformer Networks for Pedestrian Trajectory Prediction in Complex Social Scenarios. | Yao Liu, Lina Yao, Binghao Li, Xianzhi Wang, Claude Sammut |
| 2022 | Deep Learning for Search and Recommendation. | Wei Liu, Kexin Xie, Linsey Pang, James Bailey, Longbing Cao, Yuxi Zhang |
| 2022 | TSUPY: Dynamic Climate Network Analysis Library. | Jinshu Liu, Yunlong Xu, Fatemeh Nargesian, Gourab Ghoshal |
| 2022 | Embedding Global and Local Influences for Dynamic Graphs. | Meng Liu, Jiaming Wu, Yong Liu |