| 2022 | Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention. | Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim |
| 2022 | Neural Network Pruning by Cooperative Coevolution. | Haopu Shang, Jia-Liang Wu, Wenjing Hong, Chao Qian |
| 2022 | Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features. | Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang |
| 2022 | Relational Triple Extraction: One Step is Enough. | Yuming Shang, Heyan Huang, Xin Sun, Wei Wei, Xian-Ling Mao |
| 2022 | Abstraction for Deep Reinforcement Learning. | Murray Shanahan, Melanie Mitchell |
| 2022 | Revision by Comparison for Ranking Functions. | Meliha Sezgin, Gabriele Kern-Isberner |
| 2022 | Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations. | Sangwon Seo, Vaibhav V. Unhelkar |
| 2022 | Transfer Learning Based Adaptive Automated Negotiating Agent Framework. | Ayan Sengupta, Shinji Nakadai, Yasser Mohammad |
| 2022 | Associative Reasoning for Commonsense Knowledge. | Claudia Schon |
| 2022 | Improvement of Rejection for AI Safety through Loss-Based Monitoring. | Daniel Scholz, Florian Hauer, Klaus Knobloch, Christian Mayr |
| 2022 | StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Translation. | Peter Schaldenbrand, Zhixuan Liu, Jean Oh |
| 2022 | Abstraction for Non-Ground Answer Set Programs (Extended Abstract). | Zeynep G. Saribatur, Thomas Eiter, Peter Schller |
| 2022 | A Multiobjective Reinforcement Learning Approach to Trip Building. | Guilherme Dytz dos Santos, Ana L. C. Bazzan |
| 2022 | PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations. | Tong Sang, Hongyao Tang, Yi Ma, Jianye Hao, Yan Zheng, Zhaopeng Meng, Boyan Li, Zhen Wang |
| 2022 | A Survey of Machine Narrative Reading Comprehension Assessments. | Yisi Sang, Xiangyang Mou, Jing Li, Jeffrey M. Stanton, Mo Yu |
| 2022 | On Balancing Fairness and Efficiency in Routing of Cooperative Vehicle Fleets. | Aitor Lpez Snchez, Marin Lujak, Frdric Semet, Holger Billhardt |
| 2022 | Scalable and Memory-Efficient Algorithms for Controlling Networked Epidemic Processes Using Multiplicative Weights Update Method. | Prathyush Sambaturu, Marco Minutoli, Mahantesh Halappanavar, Ananth Kalyanaraman, Anil Vullikanti |
| 2022 | Towards Resolving Propensity Contradiction in Offline Recommender Learning. | Yuta Saito, Masahiro Nomura |
| 2022 | CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech. | Punyajoy Saha, Kanishk Singh, Adarsh Kumar, Binny Mathew, Animesh Mukherjee |
| 2022 | The Shapley Value in Machine Learning. | Benedek Rozemberczki, Lauren Watson, Pter Bayer, Hao-Tsung Yang, Oliver Kiss, Sebastian Nilsson, Rik Sarkar |
| 2022 | A Unified View of Relational Deep Learning for Drug Pair Scoring. | Benedek Rozemberczki, Stephen Bonner, Andriy Nikolov, Michal Ughetto, Sebastian Nilsson, Eliseo Papa |
| 2022 | Computing unsatisfiable cores for LTLf specifications. | Marco Roveri, Claudio Di Ciccio, Chiara Di Francescomarino, Chiara Ghidini |
| 2022 | Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering. | Md. Rashad Al Hasan Rony, Ying Zuo, Liubov Kovriguina, Roman Teucher, Jens Lehmann |
| 2022 | Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios. | Dazhong Rong, Qinming He, Jianhai Chen |
| 2022 | Training Naturalized Semantic Parsers with Very Little Data. | Subendhu Rongali, Konstantine Arkoudas, Melanie Rubino, Wael Hamza |