| 2025 | ICCV | Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition. | Guanghui Shi, Xuefeng Liang, Wenjie Li, Xiaoyu Lin |
| 2023 | ICASSP | Speech Modeling with a Hierarchical Transformer Dynamical VAE. | Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda |
| 2023 | IJCNN | LGWAE: Label-Guided Weighted Autoencoder Network for Flexible Targeted Attacks of Deep Hashing. | Sizheng Fu, Chunjie Cao, Fangjian Tao, Binghui Zou, Xiaoyu Lin, Jingzhang Sun |
| 2023 | Interspeech | Unsupervised speech enhancement with deep dynamical generative speech and noise models. | Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda |
| 2022 | ECCV | DSR: Towards Drone Image Super-Resolution. | Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Ssstrunk |
| 2021 | ICIP | Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion. | Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Ssstrunk |
| 2020 | RecSys | ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation. | Fei Mi, Xiaoyu Lin, Boi Faltings |
| 2019 | ISPA | Price Prediction of Agricultural Products Based on Wavelet Analysis-LSTM. | Qinglong Chen, Xiaoyu Lin, Yiwen Zhong, Ziyan Xie |
| 2019 | ISPA | Research on Gold ETF Forecasting Based on LSTM. | Ziyan Xie, Xiaoyu Lin, Yiwen Zhong, Qinglong Chen |
| 2011 | ICNC | Hybrid artificial bee colony algorithm with chemotaxis behavior of bacterial foraging optimization algorithm. | Yiwen Zhong, Juan Lin, Jing Ning, Xiaoyu Lin |