| 2021 | Adversarial Multi-Agent Path Finding is Intractable. | Marika Ivanov, Pavel Surynek |
| 2021 | FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization. | Meryem Janati Idrissi, Ismail Berrada, Guevara Noubir |
| 2021 | Stock Market Trend Forecasting Based on Multiple Textual Features: A Deep Learning Method. | Zhenda Hu, Zhaoxia Wang, Seng-Beng Ho, Ah-Hwee Tan |
| 2021 | Utilizing External Knowledge with Multi-granularity Attention for Review Reading Comprehension. | Zhenda Hu, Yinglin Wang |
| 2021 | Graph Neural Networks for Scheduling of SMT Solvers. | Jan Hula, David Mojzsek, Mikols Janota |
| 2021 | Transformer based Multi-output Regression Learning for Wastewater Treatment. | Zilan Huang, Luoyi Zhang, Yi Zhang, Shuwei Qian, Chong-Jun Wang |
| 2021 | Causal Intervention for Object Detection. | Weiqing Huang, Miao Jiang, Min Li, Bo Meng, Junxing Ren, Shixian Zhao, Ruwen Bai, Yang Yang |
| 2021 | Cross-View Gait Recognition Based on Feature Fusion. | Qi Hong, Zhongyuan Wang, Jianyu Chen, Baojin Huang |
| 2021 | Improving Relation Extraction by Knowledge Representation Learning. | Wenxing Hong, Shuyan Li, Zhiqiang Hu, Abdur Rasool, Qingshan Jiang, Yang Weng |
| 2021 | A Constraint-based Approach for Enumerating Gradual Itemsets. | Amel Hidouri, Sad Jabbour, Jerry Lonlac, Badran Raddaoui |
| 2021 | Intelligent Machine Learning System for Predicting Customer Churn. | Chenggang He, Chris H. Q. Ding, Sibao Chen, Bin Luo |
| 2021 | AI Approaches for the Prognosis of the Survival (or Not) of Patients with Bone Metastases. | Ioannis Hatzilygeroudis, Jim Prentzas |
| 2021 | Diversity-Driven Combination for Grammatical Error Correction. | Wenjuan Han, Hwee Tou Ng |
| 2021 | An analysis of Twitter users opinions on vaccines using Machine Learning techniques. | Artur Galvo Hallberg, Eduardo Gabriel Cortes, Dante Augusto Couto Barone |
| 2021 | Towards Monotonous Functions Approximation from Few Data With Gradual Generalized Modus Ponens: Application to Materials Science. | Hiba Hajri, Jean-Philippe Poli, Laurence Boudet |
| 2021 | An Efficient non-Backpropagation Method for Training Spiking Neural Networks. | Shiqi Guo, Tong Lin |
| 2021 | Bilateral Res-Unet for Image Colorization with Limited Data via GANs. | Haojie Guo, Zhe Guo, Zhaojun Pan, Xuewen Liu |
| 2021 | Quantum-inspired Hierarchical Attention Mechanism for Question Answering. | Peng Guo |
| 2021 | Statistical Guarantees and Algorithmic Convergence Issues of Variational Boosting. | Biraj Subhra Guha, Anirban Bhattacharya, Debdeep Pati |
| 2021 | IncrAMLSI: Incremental Learning of Accurate Planning Domains from Partial and Noisy Observations. | Maxence Grand, Humbert Fiorino, Damien Pellier |
| 2021 | New Insights into the Propulsion Power Prediction of Cruise Ships. | Fred Gonsalves, Bastien Pasdeloup, Romain Billot, Patrick Meyer, Arnaud Jacques, Matthieu Lorang |
| 2021 | Evaluating Methodologies on Deep Understanding of Mathematical Formulas in Technical Documents. | Nikolaos Gkorgkolis, Nikolaos G. Bourbakis |
| 2021 | Crowdsourcing Recognized Image Objects In Mobile Devices Through Machine Learning. | Athanasios Giannikis, Efthimios Alepis, Maria Virvou |
| 2021 | Expert-guided Policy Optimization by Latent Space Planning with Attention. | ShiQing Gao, Fufei Yao, Yaoru Sun, Haibo Shi |
| 2021 | Attn-CommNet: Coordinated Traffic Lights Control On Large-Scale Network Level. | Jiashi Gao, Xinming Shi, James J. Q. Yu |