| 2025 | ICASSP | SlotFusion: Object-Centric Audiovisual Feature Fusion with Slot Attention for Remote Sensing Scene Recognition. | Fangzhou Han, Tianyi Yu, Lamei Zhang, Lingyu Si, Yiqi Zhang |
| 2025 | ICASSP | Less Yet Robust: Crucial Region Selection for Scene Recognition. | Jianqi Zhang, Mengxuan Wang, Jingyao Wang, Lingyu Si, Changwen Zheng, Fanjiang Xu |
| 2025 | ICIP | D2TR: Sea Clutter Suppression via Dynamic Dual-Tree Complex Wavelet Selection and Target-Guided Regularization. | Yuezheng Lv, Wenhui Li, Hongwei Dong, Meiqin Liu, Yifei Xu, Lingyu Si |
| 2024 | AAAI | Rethinking Causal Relationships Learning in Graph Neural Networks. | Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu |
| 2024 | AAAI | Self-Supervised Representation Learning with Meta Comprehensive Regularization. | Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi |
| 2024 | ICASSP | CartoonDiff: Training-free Cartoon Image Generation with Diffusion Transformer Models. | Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li |
| 2024 | ICASSP | Radardiff: Improving Sea Clutter Suppression Using Diffusion Models for Radar Images. | Lingyu Si, Gang Li, Hongwei Dong, Changwen Zheng, Fanjiang Xu, Fuchun Sun |
| 2024 | ICASSP | FPGNet: Single Image Deraining with High-Frequency Channel and Frequency Domain Prior Guidance. | Zhaoyong Yan, Gang Li, Lingyu Si, Hongwei Dong |
| 2023 | AAAI | Robust Causal Graph Representation Learning against Confounding Effects. | Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun |
| 2023 | AAAI | Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective. | Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun |
| 2023 | IJCAI | Timestamp-Supervised Action Segmentation from the Perspective of Clustering. | Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Fuchun Sun |
| 2022 | IJCAI | Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. | Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Fuchun Sun, Changwen Zheng |
| 2022 | ICTAI | Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation. | Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan |