| 2022 | Towards Fair Representation Learning in Knowledge Graph with Stable Adversarial Debiasing. | Yihe Wang, Mohammad Mahdi Khalili, Xiang Zhang |
| 2022 | Degree-Related Bias in Link Prediction. | Yu Wang, Tyler Derr |
| 2022 | Personalized Federated Learning via Heterogeneous Modular Networks. | Tianchun Wang, Wei Cheng, Dongsheng Luo, Wenchao Yu, Jingchao Ni, Liang Tong, Haifeng Chen, Xiang Zhang |
| 2022 | GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. | Binghui Wang, Ang Li, Meng Pang, Hai Li, Yiran Chen |
| 2022 | NeuCEPT: Learn Neural Networks' Mechanism via Critical Neurons with Precision Guarantee. | Minh N. Vu, Truc D. T. Nguyen, My T. Thai |
| 2022 | Identify malfunctions and their possible causes using rules, application to process mining. | Benoit Vuillemin, Frdric Bertrand |
| 2022 | Human Mobility Driven Modeling of an Infectious Disease. | Ismael Villanueva-Miranda, Mahmud Shahriar Hossain, Monika Akbar |
| 2022 | A study of automatic speech recognition in Portuguese by the Brazilian General Attorney of the Union. | Rodrigo Fay Verqara, Paulo Henrique dos Santos, Guilherme Fay Verqara, Fbio Lcio Lopes de Mendona, Carlos Eduardo Lacerda Veiga, Bruno Justino Garcia Praciano, Daniel Alves da Silva, Rafael Timteo de Sousa Jnior |
| 2022 | Change Detection with Probabilistic Models on Persistence Diagrams. | Kohei Ueda, Yuichi Ike, Kenji Yamanishi |
| 2022 | Using spatial data and cluster analysis to automatically detect non-trivial relationships between environmental transgressors. | Jos Alberto Sousa Torres, Paulo Henrique dos Santos, Daniel Alves da Silva, Carlos Eduardo Lacerda Veiga, Mrcio Bastos Medeiros, Guilherme Fay Verqara, Fbio Lcio Lopes de Mendona, Rafael Timteo de Sousa Jnior |
| 2022 | Exploiting Cross-Order Patterns and Link Prediction in Higher-Order Networks. | Hao Tian, Shengmin Jin, Reza Zafarani |
| 2022 | MultiAspectEmo: Multilingual and Language-Agnostic Aspect-Based Sentiment Analysis. | Joanna Szolomicka, Jan Kocon |
| 2022 | Using Genetic Programming to Identify Probability Distribution behind Data: A Preliminary Trial. | Yang Syu, Chien-Min Wang |
| 2022 | Improving Your Graph Neural Networks: A High-Frequency Booster. | Jiaqi Sun, Lin Zhang, Shenglin Zhao, Yujiu Yang |
| 2022 | Few-shot Partial Multi-label Learning with Data Augmentation. | Yifan Sun, Yunfeng Zhao, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi |
| 2022 | Abnormal Entity-Aware Knowledge Graph Completion. | Ke Sun, Shuo Yu, Ciyuan Peng, Xiang Li, Mehdi Naseriparsa, Feng Xia |
| 2022 | A Comparison of Ambulance Redeployment Systems on Real-World Data. | Niklas Strau, Max Berrendorf, Tom Haider, Matthias Schubert |
| 2022 | Modeling Non-deterministic Human Behaviors in Discrete Food Choices. | Andrew Starnes, Anton Dereventsov, E. Susanne Blazek, Folasade Phillips |
| 2022 | ULTRA: A Data-driven Approach for Recommending Team Formation in Response to Proposal Calls. | Biplav Srivastava, Tarmo Koppel, Sai Teja Paladi, Siva Likitha Valluru, Rohit Sharma, Owen Bond |
| 2022 | Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting. | Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng |
| 2022 | AutoAssign: Automatic Shared Embedding Assignment in Streaming Recommendation. | Fengyi Song, Bo Chen, Xiangyu Zhao, Huifeng Guo, Ruiming Tang |
| 2022 | What Do Audio Transformers Hear? Probing Their Representations For Language Delivery & Structure. | Yaman Kumar Singla, Jui Shah, Changyou Chen, Rajiv Ratn Shah |
| 2022 | Polytopal Complex Construction and Use in Persistent Homology. | Rohit P. Singh, Philip A. Wilsey |
| 2022 | Incremental Learning in Time-series Data using Reinforcement Learning. | Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani |
| 2022 | MetaSieve: Performance vs. Complexity Sieve for Time Series Forecasting. | Pavel Shumkovskii, Anton Kovantsev, Elizaveta Stavinova, Petr Chunaev |