Lingyu Si

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 44

Top Topics

Image Classification

Object Detection

Target Recognition

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu
Rethinking Causal Relationships Learning in Graph Neural Networks. AAAI (2024)
Jingyao Wang, Wenwen Qiang, Zeen Song, Lingyu Si, Jiangmeng Li, Changwen Zheng, Bing Su
Explicitly Modeling Universality into Self-Supervised Learning. CoRR (2024)
Shimeng Hou, Yiqi Zhang, Wenlong Zhai, Shouyou Huang, Lingyu Si, Linjuan Cheng
TD-YOLO: Taylor-Attention based Dehazing for Enhanced YOLO Detection Performance. CNIOT (2024)
Lingyu Si, Gang Li, Hongwei Dong, Changwen Zheng, Fanjiang Xu, Fuchun Sun
Radardiff: Improving Sea Clutter Suppression Using Diffusion Models for Radar Images. ICASSP (2024)
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
Self-Supervised Representation Learning with Meta Comprehensive Regularization. CoRR (2024)
Hongwei Dong, Lingyu Si, Wenwen Qiang, Lamei Zhang, Junzhi Yu, Yuquan Wu, Changwen Zheng, Fuchun Sun
A Novel Causal Inference-Guided Feature Enhancement Framework for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Zeen Song, Bo Du, Junzhi Yu, Fuchun Sun
A Trusted Generative-Discriminative Joint Feature Learning Framework for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Jianwei Niu, Fuchun Sun
A Physical Model-Guided Framework for Underwater Image Enhancement and Depth Estimation. CoRR (2024)
Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Jianwei Niu
End-To-End Underwater Video Enhancement: Dataset and Model. CoRR (2024)
Fangzhou Han, Lingyu Si, Hongwei Dong, Lamei Zhang, Hao Chen, Bo Du
Exploring Text-Guided Single Image Editing for Remote Sensing Images. CoRR (2024)
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
Self-Supervised Representation Learning with Meta Comprehensive Regularization. AAAI (2024)
Zhaoyong Yan, Gang Li, Lingyu Si, Hongwei Dong
FPGNet: Single Image Deraining with High-Frequency Channel and Frequency Domain Prior Guidance. ICASSP (2024)
Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li
CartoonDiff: Training-free Cartoon Image Generation with Diffusion Transformer Models. ICASSP (2024)
Jingyao Wang, Wenwen Qiang, Jiangmeng Li, Lingyu Si, Changwen Zheng, Bing Su
On the Causal Sufficiency and Necessity of Multi-Modal Representation Learning. CoRR (2024)
Feihong He, Gang Li, Mengyuan Zhang, Leilei Yan, Lingyu Si, Fanzhang Li
FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models. CoRR (2024)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng, Junzhi Yu, Fuchun Sun
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation. Knowl. Based Syst. 283 (2024)
Fangzhou Han, Hongwei Dong, Lingyu Si, Lamei Zhang
Improving SAR Automatic Target Recognition via Trusted Knowledge Distillation From Simulated Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Jianwei Niu, Fuchun Sun
UIEDP: Underwater Image Enhancement with Diffusion Prior. CoRR (2023)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
Robust Causal Graph Representation Learning against Confounding Effects. AAAI (2023)
Jingyao Wang, Zeen Song, Xingzhe Su, Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng
Learning to Sample Tasks for Meta Learning. CoRR (2023)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Xingzhe Su, Fengge Wu, Changwen Zheng, Fuchun Sun
Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective. CoRR (2023)
Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective. AAAI (2023)
Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Fuchun Sun
Timestamp-Supervised Action Segmentation from the Perspective of Clustering. IJCAI (2023)
Hongwei Dong, Lingyu Si, Wenwen Qiang, Wuxia Miao, Changwen Zheng, Yuquan Wu, Lamei Zhang
A Polarimetric Scattering Characteristics-Guided Adversarial Learning Approach for Unsupervised PolSAR Image Classification. Remote. Sens. 15 (7) (2023)
Hongwei Dong, Fangzhou Han, Lingyu Si, Wenwen Qiang, Lamei Zhang
Background Debiased SAR Target Recognition via Causal Interventional Regularizer. CoRR (2023)
Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu
Rethinking Causal Relationships Learning in Graph Neural Networks. CoRR (2023)
Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li
Cartoondiff: Training-free Cartoon Image Generation with Diffusion Transformer Models. CoRR (2023)
Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan
Do We Really Need Temporal Convolutions in Action Segmentation? ICME (2023)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Junzhi Yu, Wenlong Zhai, Changwen Zheng, Fanjiang Xu, Fuchun Sun
A Dimensional Structure based Knowledge Distillation Method for Cross-Modal Learning. CoRR (2023)
Xingzhe Su, Lingyu Si, Wenwen Qiang, Junzhi Yu, Fengge Wu, Changwen Zheng, Fuchun Sun
Intriguing Property of GAN for Remote Sensing Image Generation. CoRR (2023)
Feihong He, Gang Li, Lingyu Si, Leilei Yan, Fanzhang Li, Fuchun Sun
PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification. CoRR (2023)
Gang Li, Di Xu, Xing Cheng, Lingyu Si, Changwen Zheng
SimViT: Exploring a Simple Vision Transformer with Sliding Windows. ICME (2022)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
Robust Causal Graph Representation Learning against Confounding Effects. CoRR (2022)
Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Fuchun Sun
Timestamp-Supervised Action Segmentation in the Perspective of Clustering. CoRR (2022)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Fuchun Sun, Changwen Zheng
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. IJCAI (2022)
Lingyu Si, Wenwen Qiang, Jiangmeng Li, Fanjiang Xu, Funchun Sun
Multi-view representation learning from local consistency and global alignment. Neurocomputing 501 (2022)
Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan
Efficient U-Transformer with Boundary-Aware Loss for Action Segmentation. CoRR (2022)
Lingyu Si, Gang Li, Changwen Zheng, Fanjiang Xu
Self-supervised Representation Learning for the Object Detection of Marine Radar. ICCAI (2022)
Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan
Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation. ICTAI (2022)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Changwen Zheng, Fuchun Sun
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. CoRR (2022)
Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective. CoRR (2022)
Zhenghao Zhang, Liguo Sun, Lingyu Si, Changwen Zheng
A New Siamese Co-attention Network for Unsupervised Video Object Segmentation. ICCCS (2021)
Gang Li, Yuncong Lei, Lingyu Si, Changwen Zheng
Self-supervised Visual Representation Learning for Fine-Grained Ship Detection. ICISCAE (IEEE) (2021)
Gang Li, Di Xu, Xing Cheng, Lingyu Si, Changwen Zheng
SimViT: Exploring a Simple Vision Transformer with sliding windows. CoRR (2021)