| 2022 | Correntropy-Induced Tensor Learning for Multi-view Subspace Clustering. | Yongyong Chen, Shuqin Wang, Jingyong Su, Junxin Chen |
| 2022 | Origin-Destination Traffic Prediction based on Hybrid Spatio-Temporal Network. | Tingyang Chen, Lugang Nie, Jiwei Pan, Lai Tu, Bolong Zheng, Xiang Bai |
| 2022 | Exploiting Hierarchical Correlations for Cross-City Cross-Mode Traffic Flow Prediction. | Yan Chen, Jingjing Gu, Fuzhen Zhuang, Xinjiang Lu, Ming Sun |
| 2022 | Robust Structure-aware Semi-supervised Learning. | Xu Chen |
| 2022 | Empowerment-driven Policy Gradient Learning with Counterfactual Augmentation in Recommender Systems. | Xiaocong Chen, Lina Yao, Xiaojun Chang, Siyu Wang |
| 2022 | Post-pandemic Economic Transformations in the United States of America. | Avi Chawla, Nidhi Mulay, Mohsen Bahrami, Vikas Bishnoi, Yatin Katyal, Esteban Moro, Ankur Saraswat, Alex Pentland |
| 2022 | Multi-purpose Recommender Platform using Perceiver IO. | Ali Cevahir, Kentaro Kanada |
| 2022 | Disentangling the Information Flood on OSNs: Finding Notable Posts and Topics. | Paola Caso, Martino Trevisan, Luca Vassio |
| 2022 | Dirichlet process mixture models for non-stationary data streams. | Ioar Casado, Aritz Prez |
| 2022 | Sentic Parser: A Graph-Based Approach to Concept Extraction for Sentiment Analysis. | Erik Cambria, Rui Mao, Sooji Han, Qian Liu |
| 2022 | TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. | Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu |
| 2022 | Which Companies are Likely to Invest: Knowledge-graph-based Recommendation for Investment Promotion. | Chenyang Bu, Jiawei Zhang, Xingchen Yu, Le Wu, Xindong Wu |
| 2022 | △-Closure Structure for Studying Data Distribution. | Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli |
| 2022 | GPUCSL: GPU-Based Library for Causal Structure Learning. | Tom Braun, Ben Hurdelhey, Dominik Meier, Petr Tsayun, Christopher Hagedorn, Johannes Huegle, Rainer Schlosser |
| 2022 | Post-Robustifying Deep Anomaly Detection Ensembles by Model Selection. | Benedikt Bing, Simon Klttermann, Emmanuel Mller |
| 2022 | AARS: A novel adaptive archive-based efficient counting method for machine learning applications. | Sajib K. Biswas, Pranab K. Muhuri, Uttam K. Roy |
| 2022 | A Two-Stream Light Graph Convolution Network-based Latent Factor Model for Accurate Cloud Service QoS Estimation. | Fanghui Bi, Tiantian He, Xin Luo |
| 2022 | Deep-SHEEP: Sense of Humor Extraction from Embeddings in the Personalized Context. | Julita Bielaniewicz, Kamil Kanclerz, Piotr Milkowski, Marcin Gruza, Konrad Karanowski, Przemyslaw Kazienko, Jan Kocon |
| 2022 | DragStream: An Anomaly And Concept Drift Detector In Univariate Data Streams. | Anne Marthe Sophie Ngo Bibinbe, Abdoul Jalil Djiberou Mahamadou, Michael Franklin Mbouopda, Engelbert Mephu Nguifo |
| 2022 | EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy. | Rouzbeh Behnia, Mohammadreza Ebrahimi, Jason Pacheco, Balaji Padmanabhan |
| 2022 | An application of Customer Embedding for Clustering. | Ahmet Tugrul Bayrak |
| 2022 | Efficient Distributed Algorithms for Minimum Spanning Tree in Dense Graphs. | MohammadHossein Bateni, Morteza Monemizadeh, Kees Voorintholt |
| 2022 | Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer Detection. | Reza Basiri, Milos R. Popovic, Shehroz S. Khan |
| 2022 | Linguistic Knowledge Application to Neuro-Symbolic Transformers in Sentiment Analysis. | Joanna Baran, Jan Kocon |
| 2022 | Macaw: The Machine Learning Magnetometer Calibration Workflow. | Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao |