| 2022 | Interaction-aware Hypergraph Neural Networks for User Profiling. | Shaojie Yan, Tao Zhao, Jinsheng Deng |
| 2022 | Few-shot Edge Classification in Graph Meta-learning. | Xiaoxiao Yang, Jungang Xu |
| 2022 | Multi-instance Multi-label Learning Based on Parallel Attention and Local Label Manifold Correlation. | Mei Yang, Wen-Tao Tang, Fan Min |
| 2022 | A New Baseline of Policy Gradient for Traveling Salesman Problem. | Hua Yang, Ming Gu |
| 2022 | DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time Series. | Vijaya Krishna Yalavarthi, Johannes Burchert, Lars Schmidt-Thieme |
| 2022 | BASS: Blockchain-Based Asynchronous SignSGD for Robust Collaborative Data Mining. | Chenhao Xu, Youyang Qu, Yong Xiang, Longxiang Gao, David Smith, Shui Yu |
| 2022 | Research on Mini-Batch Affinity Propagation Clustering Algorithm. | Ziqi Xu, Yahui Lu, Yu Jiang |
| 2022 | Attention-aware Multi-hop Trust Inference in Online Social Networks. | Rongwei Xu, Guanfeng Liu, Xianmei Hua, Shiqi Ye, Xuyun Zhang, Junwen Lu |
| 2022 | Attention-based Feature Fusion for Reconstructing Gene-Regulatory Interactions. | Mingrong Xiang, Wei Luo, Jingyu Hou, Wenjing Tao |
| 2022 | A Convolution Quaternion-Based Inverse Relational Rotation Embedding Knowledge Representation Method. | Donglin Wu, Jing Zhao, Ming Li |
| 2022 | Repeatable Pattern Mining for Accurate Subtraction of Backgrounds with Waving Objects in Underwater Videos. | Junfeng Wu, Guangyan Huang, Hui Zheng, Guang-Li Huang, Yu Hu, Jing He |
| 2022 | Generating Synthetic Time Series for Machine-Learning-Empowered Monitoring of Electric Motor Test Benches. | Tobias Westmeier, Diego Botache, Maarten Bieshaar, Bernhard Sick |
| 2022 | Positive emotions help rank negative reviews for sellers and producers in e-commerce. | Di Weng, Yang Yang, Jichang Zhao |
| 2022 | AMD-DBSCAN: An Adaptive Multi-density DBSCAN for datasets of extremely variable density. | Ziqing Wang, Zhirong Ye, Yuyang Du, Yi Mao, Yanying Liu, Ziling Wu, Jun Wang |
| 2022 | RL-MD: A Novel Reinforcement Learning Approach for DNA Motif Discovery. | Wen Wang, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao |
| 2022 | Community Splitter: A Network Embedding Method for Predicting Missing Links. | Shuo Wang, Ziqiang Wu, Sheng Bi, Zheng Zhang, Xiaomin Huang, Ming-Yang Zhou, Hao Liao |
| 2022 | Federated Deep Recommendation System Based on Multi-View Feature Embedding. | Xinna Wang, Shunmei Meng, Yanran Chen, Qiyan Liu, Rui Yuan, Qianmu Li |
| 2022 | Fast Mining RFM Patterns for Behavioral Analytics. | Shicheng Wan, Jieying Deng, Wensheng Gan, Jiahui Chen, Philip S. Yu |
| 2022 | Enabling Synthetic Data adoption in regulated domains. | Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Federico Chesani, Davide Capuzzo |
| 2022 | Fuzzy-Based Operational Resilience Modelling. | Attiq Ur-Rehman, Joarder Kamruzzaman, Iqbal Gondal, Alireza Jolfaei |
| 2022 | A novel real-time trajectory compression method for privacy protection. | Jiachun Tao, Liang Chen, Junhua Fang |
| 2022 | Image Classification Based on Deep Graph Convolutional Networks. | Tinglong Tang, Xiaowang Chen, Yirong Wu, Shuifa Sun, Mei Yu |
| 2022 | Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees. | Mateusz Szczepanski, Marek Pawlicki, Rafal Kozik, Michal Choras |
| 2022 | Positive-Unlabeled Domain Adaptation. | Jonas Sonntag, Gunnar Behrens, Lars Schmidt-Thieme |
| 2022 | A Knowledge Graph Link Prediction Model with Combined 1D and 2D Convolutional Embeddings. | Ming Shi, Jing Zhao |