| 2023 | Adaptive Bi-nonlinear Neural Networks Based on Complex Numbers with Weights Constrained Along the Unit Circle. | Felip Guimer Cuevas, Thomy Phan, Helmut Schmid |
| 2023 | LSG Attention: Extrapolation of Pretrained Transformers to Long Sequences. | Charles Condevaux, Sbastien Harispe |
| 2023 | The Common-Neighbors Metric Is Noise-Robust and Reveals Substructures of Real-World Networks. | Sarel Cohen, Philipp Fischbeck, Tobias Friedrich, Martin S. Krejca |
| 2023 | MIDFA: Memory-Based Instance Division and Feature Aggregation Network for Video Object Detection. | Qiaochuan Chen, Min Zhou, Hang Yu |
| 2023 | Transfer Reinforcement Learning Based Negotiating Agent Framework. | Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss |
| 2023 | RiskContra: A Contrastive Approach to Forecast Traffic Risks with Multi-Kernel Networks. | Changlu Chen, Yanbin Liu, Ling Chen, Chengqi Zhang |
| 2023 | Topological Graph Convolutional Networks Solutions for Power Distribution Grid Planning. | Yuzhou Chen, Miguel Heleno, Alexandre Moreira, Yulia R. Gel |
| 2023 | Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed Graphs. | Zhi Cheng, Landy Andriamampianina, Franck Ravat, Jiefu Song, Nathalie Valls-Parlangeau, Philippe Fournier-Viger, Nazha Selmaoui-Folcher |
| 2023 | Targeted Attacks on Time Series Forecasting. | Zeyu Chen, Katharina Dost, Xuan Zhu, Xinglong Chang, Gillian Dobbie, Jrg Wicker |
| 2023 | BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability. | Xinglong Chang, Katharina Dost, Kaiqi Zhao, Ambra Demontis, Fabio Roli, Gillian Dobbie, Jrg Wicker |
| 2023 | MISNN: Multiple Imputation via Semi-parametric Neural Networks. | Zhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long |
| 2023 | MFBE: Leveraging Multi-field Information of FAQs for Efficient Dense Retrieval. | Debopriyo Banerjee, Mausam Jain, Ashish Kulkarni |
| 2023 | Unsupervised Text Style Transfer Through Differentiable Back Translation and Rewards. | Dibyanayan Bandyopadhyay, Asif Ekbal |
| 2023 | Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. | Ehtesamul Azim, Dongjie Wang, Yanjie Fu |
| 2023 | BioSequence2Vec: Efficient Embedding Generation for Biological Sequences. | Sarwan Ali, Usama Sardar, Murray Patterson, Imdad Ullah Khan |
| 2023 | Regularization of the Policy Updates for Stabilizing Mean Field Games. | Talal Algumaei, Ruben Solozabal, Rda Alami, Hakim Hacid, Mrouane Debbah, Martin Takc |
| 2023 | Federated Learning Under Statistical Heterogeneity on Riemannian Manifolds. | Adnan Ahmad, Wei Luo, Antonio Robles-Kelly |
| 2022 | DHA: Product Title Generation with Discriminative Hierarchical Attention for E-commerce. | Wenya Zhu, Yinghua Zhang, Yu Zhang, Yu-Hang Zhou, Yinfu Feng, Yuxiang Wu, Qing Da, Anxiang Zeng |
| 2022 | Few-Shot Knowledge Graph Entity Typing. | Guozhen Zhu, Zhongbao Zhang, Sen Su |
| 2022 | Cross-Lingual Product Retrieval in E-Commerce Search. | Wenya Zhu, Xiaoyu Lv, Baosong Yang, Yinghua Zhang, Xu Yong, Linlong Xu, Yinfu Feng, Haibo Zhang, Qing Da, Anxiang Zeng, Ronghua Chen |
| 2022 | ToothCR: A Two-Stage Completion and Reconstruction Approach on 3D Dental Model. | Haoyu Zhu, Xiuyi Jia, Changdong Zhang, Tingting Liu |
| 2022 | Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data. | Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Gang Li |
| 2022 | Neural Topic Modeling with Gaussian Mixture Model and Householder Flow. | Cangqi Zhou, Sunyue Xu, Hao Ban, Jing Zhang |
| 2022 | Bribery in Rating Systems: A Game-Theoretic Perspective. | Xin Zhou, Shigeo Matsubara, Yuan Liu, Qidong Liu |
| 2022 | Tlife-GDN: Detecting and Forecasting Spatio-Temporal Anomalies via Persistent Homology and Geometric Deep Learning. | Zhiwei Zhen, Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel |