| 2022 | Evolution-Based Online Automated Machine Learning. | Cedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet |
| 2022 | Multi-task Knowledge Graph Representations via Residual Functions. | Adit Krishnan, Mahashweta Das, Mangesh Bendre, Fei Wang, Hao Yang, Hari Sundaram |
| 2022 | DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis. | Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rgamer |
| 2022 | Partially Relaxed Masks for Knowledge Transfer Without Forgetting in Continual Learning. | Tatsuya Konishi, Mori Kurokawa, Chihiro Ono, Zixuan Ke, Gyuhak Kim, Bing Liu |
| 2022 | FLiB: Fair Link Prediction in Bipartite Network. | Piyush Kansal, Nitish Kumar, Sangam Verma, Karamjit Singh, Pranav Pouduval |
| 2022 | Are Edge Weights in Summary Graphs Useful? - A Comparative Study. | Shinhwan Kang, Kyuhan Lee, Kijung Shin |
| 2022 | Adaptive Feature Generation for Online Continual Learning from Imbalanced Data. | Yingchun Jian, Jinfeng Yi, Lijun Zhang |
| 2022 | PGADA: Perturbation-Guided Adversarial Alignment for Few-Shot Learning Under the Support-Query Shift. | Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen |
| 2022 | dK-Personalization: Publishing Network Statistics with Personalized Differential Privacy. | Masooma Iftikhar, Qing Wang, Yang Li |
| 2022 | Memory-Efficient Minimax Distance Measures. | Fazeleh Sadat Hoseini, Morteza Haghir Chehreghani |
| 2022 | Causal Enhanced Uplift Model. | Xiaofeng He, Guoqiang Xu, Cunxiang Yin, Zhongyu Wei, Yuncong Li, Yancheng He, Jing Cai |
| 2022 | NewsKVQA: Knowledge-Aware News Video Question Answering. | Pranay Gupta, Manish Gupta |
| 2022 | Multi-channel Orthogonal Decomposition Attention Network for Sequential Recommendation. | Jia Guo, Wendi Ji, Jiahao Yuan, Xiaoling Wang |
| 2022 | Real-Time Skill Discovery in Intelligent Virtual Assistants. | Preeti Gopal, Sunil Gupta, Santu Rana, Vuong Le, Trong Nguyen, Svetha Venkatesh |
| 2022 | Parametric Bandits for Search Engine Marketing Optimisation. | Marco Gigli, Fabio Stella |
| 2022 | A Novel Bayesian Deep Learning Approach to the Downscaling of Wind Speed with Uncertainty Quantification. | Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang |
| 2022 | An Adaptable Indexing Pipeline for Enriching Meta Information of Datasets from Heterogeneous Repositories. | Siamak Farshidi, Zhiming Zhao |
| 2022 | Protoformer: Embedding Prototypes for Transformers. | Ashkan Farhangi, Ning Sui, Nan Hua, Haiyan Bai, Arthur Huang, Zhishan Guo |
| 2022 | Hypersphere Neighborhood Rough Set for Rapid Attribute Reduction. | Yu Fang, Xuemei Cao, Xin Wang, Fan Min |
| 2022 | Divide and Imitate: Multi-cluster Identification and Mitigation of Selection Bias. | Katharina Dost, Hamish Duncanson, Ioannis Ziogas, Patricia Riddle, Jrg Wicker |
| 2022 | Modeling IsA Relations via Box Structure for Knowledge Graph Embedding. | Yao Dong, Lei Wang, Ji Xiang, Kai Liu |
| 2022 | High Average-Utility Itemset Sampling Under Length Constraints. | Lamine Diop |
| 2022 | S | Daoguang Zan, Sirui Wang, Hongzhi Zhang, Yuanmeng Yan, Wei Wu, Bei Guan, Yongji Wang |
| 2022 | A Hybrid Semantic-Topic Co-encoding Network for Social Emotion Classification. | Lu Dai, Bang Wang, Wei Xiang, Minghua Xu, Han Xu |
| 2022 | Deep Learning for Prawn Farming - Forecasting and Anomaly Detection. | Joel Janek Dabrowski, Ashfaqur Rahman, Andrew D. Hellicar, Mashud Rana, Stuart Arnold |