Lingyu Si - RankMe

64 papers A* 7A 2B 1Misc 5Journal 45Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A dimensional structure based knowledge distillation method for cross-modal learning. Neural Networks Lingyu Si, Hongwei Dong, Fan Yang, Shouyou Huang, Junzhi Yu, Fuchun Sun
2026	J	`jnl`	CAMD: Coverage-Aware Multimodal Decoding for Efficient Reasoning of Multimodal Large Language Models. CoRR Huijie Guo, Jingyao Wang, Lingyu Si, Jiahuan Zhou, Changwen Zheng, Wenwen Qiang
2026	J	`jnl`	Enhancing generalization with multi-modal relations. Inf. Fusion Mengxuan Wang, Xingchen Shen, Jingyao Wang, Lingyu Si, Hongjie Jiang
2026	J	`jnl`	FreeStyle: Free lunch for text-guided style transfer using diffusion models. Pattern Recognit. Feihong He, Gang Li, Fuhui Sun, Mengyuan Zhang, Lingyu Si, Xiaoyan Wang, Li Shen
2026	J	`jnl`	On the Transferability and Discriminability of Representation Learning in Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Wenwen Qiang, Ziyin Gu, Lingyu Si, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2026	J	`jnl`	S2I-DiT: Unlocking the semantic-to-image transferability by fine-tuning large diffusion transformer models. Pattern Recognit. Gang Li, Enze Xie, Chongjian Ge, Xiang Li, Lingyu Si, Changwen Zheng, Zhenguo Li
2026	J	`jnl`	UVENet: A novel end-to-end model for temporal consistency in underwater video enhancement. Neural Networks Huijie Guo, Dazhao Du, Hongwei Dong, Shouyou Huang, Changwen Zheng, Lingyu Si
2025	J	`jnl`	A Generalized Learning Framework for Self-Supervised Contrastive Learning. CoRR Lingyu Si, Jingyao Wang, Wenwen Qiang
2025	A*	`conf`	Advancing Complex Wide-Area Scene Understanding with Hierarchical Coresets Selection. ACM Multimedia Jingyao Wang, Yiming Chen, Lingyu Si, Changwen Zheng
2025	J	`jnl`	Advancing Complex Wide-Area Scene Understanding with Hierarchical Coresets Selection. CoRR Jingyao Wang, Yiming Chen, Lingyu Si, Changwen Zheng
2025	J	`jnl`	Breaking the alignment barrier: A spatiotemporal alignment-free RGBT tracking approach. Neurocomputing Xiaodong Liu, Meibo Lv, Daming Zhou, Lingyu Si, Ruiheng Zhang, Hui Xu
2025	J	`jnl`	Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation. IEEE Trans. Neural Networks Learn. Syst. Ruiheng Zhang, Zhe Cao, Shuo Yang, Lingyu Si, Haoyang Sun, Lixin Xu, Fuchun Sun
2025	J	`jnl`	Exploring Text-Guided Single Image Editing for Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Fangzhou Han, Lingyu Si, Hongwei Dong, Zhizhuo Jiang, Lamei Zhang, Hao Chen, Yu Liu, Bo Du
2025	Misc	`conf`	Less Yet Robust: Crucial Region Selection for Scene Recognition. ICASSP Jianqi Zhang, Mengxuan Wang, Jingyao Wang, Lingyu Si, Changwen Zheng, Fanjiang Xu
2025	J	`jnl`	On the Transferability and Discriminability of Repersentation Learning in Unsupervised Domain Adaptation. CoRR Wenwen Qiang, Ziyin Gu, Lingyu Si, Jiangmeng Li, Changwen Zheng, Fuchun Sun, Hui Xiong
2025	Misc	`conf`	SlotFusion: Object-Centric Audiovisual Feature Fusion with Slot Attention for Remote Sensing Scene Recognition. ICASSP Fangzhou Han, TianYi Yu, Lamei Zhang, Lingyu Si, Yiqi Zhang
2025	J	`jnl`	UIEDP: Boosting underwater image enhancement with diffusion prior. Expert Syst. Appl. Dazhao Du, Enhan Li, Lingyu Si, Wenlong Zhai, Fanjiang Xu, Jianwei Niu, Fuchun Sun
2024	J	`jnl`	A Novel Causal Inference-Guided Feature Enhancement Framework for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. Hongwei Dong, Lingyu Si, Wenwen Qiang, Lamei Zhang, Junzhi Yu, Yuquan Wu, Changwen Zheng, Fuchun Sun
2024	J	`jnl`	A Physical Model-Guided Framework for Underwater Image Enhancement and Depth Estimation. CoRR Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Jianwei Niu, Fuchun Sun
2024	J	`jnl`	A Trusted Generative-Discriminative Joint Feature Learning Framework for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Lingyu Si, Hongwei Dong, Wenwen Qiang, Zeen Song, Bo Du, Junzhi Yu, Fuchun Sun
2024	J	`jnl`	Background Debiased SAR Automatic Target Recognition via a Novel Causal Interventional Regularizer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hongwei Dong, Fangzhou Han, Lingyu Si, Wenwen Qiang, Ruiheng Zhang, Lamei Zhang
2024	Misc	`conf`	CartoonDiff: Training-free Cartoon Image Generation with Diffusion Transformer Models. ICASSP Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li
2024	J	`jnl`	End-To-End Underwater Video Enhancement: Dataset and Model. CoRR Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Jianwei Niu
2024	J	`jnl`	Explicitly Modeling Universality into Self-Supervised Learning. CoRR Jingyao Wang, Wenwen Qiang, Zeen Song, Lingyu Si, Jiangmeng Li, Changwen Zheng, Bing Su
2024	J	`jnl`	Exploring Text-Guided Single Image Editing for Remote Sensing Images. CoRR Fangzhou Han, Lingyu Si, Hongwei Dong, Lamei Zhang, Hao Chen, Bo Du
2024	Misc	`conf`	FPGNet: Single Image Deraining with High-Frequency Channel and Frequency Domain Prior Guidance. ICASSP Zhaoyong Yan, Gang Li, Lingyu Si, Hongwei Dong
2024	J	`jnl`	FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models. CoRR Feihong He, Gang Li, Mengyuan Zhang, Leilei Yan, Lingyu Si, Fanzhang Li
2024	J	`jnl`	Improving SAR Automatic Target Recognition via Trusted Knowledge Distillation From Simulated Data. IEEE Trans. Geosci. Remote. Sens. Fangzhou Han, Hongwei Dong, Lingyu Si, Lamei Zhang
2024	J	`jnl`	Less yet robust: crucial region selection for scene recognition. CoRR Jianqi Zhang, Mengxuan Wang, Jingyao Wang, Lingyu Si, Changwen Zheng, Fanjiang Xu
2024	J	`jnl`	On the Causal Sufficiency and Necessity of Multi-Modal Representation Learning. CoRR Jingyao Wang, Wenwen Qiang, Jiangmeng Li, Lingyu Si, Changwen Zheng, Bing Su
2024	J	`jnl`	Part-Aware Correlation Networks for Few-Shot Learning. IEEE Trans. Multim. Ruiheng Zhang, Jinyu Tan, Zhe Cao, Lixin Xu, Yumeng Liu, Lingyu Si, Fuchun Sun
2024	Misc	`conf`	Radardiff: Improving Sea Clutter Suppression Using Diffusion Models for Radar Images. ICASSP Lingyu Si, Gang Li, Hongwei Dong, Changwen Zheng, Fanjiang Xu, Fuchun Sun
2024	J	`jnl`	Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation. Knowl. Based Syst. Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng, Junzhi Yu, Fuchun Sun
2024	A*	`conf`	Rethinking Causal Relationships Learning in Graph Neural Networks. AAAI Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu
2024	J	`jnl`	Rethinking Meta-Learning from a Learning Lens. CoRR Jingyao Wang, Wenwen Qiang, Jiangmeng Li, Lingyu Si, Changwen Zheng
2024	A*	`conf`	Self-Supervised Representation Learning with Meta Comprehensive Regularization. AAAI Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
2024	J	`jnl`	Self-Supervised Representation Learning with Meta Comprehensive Regularization. CoRR Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
2024	—	`conf`	TD-YOLO: Taylor-Attention based Dehazing for Enhanced YOLO Detection Performance. CNIOT Shimeng Hou, Yiqi Zhang, Wenlong Zhai, Shouyou Huang, Lingyu Si, Linjuan Cheng
2023	J	`jnl`	A Dimensional Structure based Knowledge Distillation Method for Cross-Modal Learning. CoRR Lingyu Si, Hongwei Dong, Wenwen Qiang, Junzhi Yu, Wenlong Zhai, Changwen Zheng, Fanjiang Xu, Fuchun Sun
2023	J	`jnl`	A Polarimetric Scattering Characteristics-Guided Adversarial Learning Approach for Unsupervised PolSAR Image Classification. Remote. Sens. Hongwei Dong, Lingyu Si, Wenwen Qiang, Wuxia Miao, Changwen Zheng, Yuquan Wu, Lamei Zhang
2023	J	`jnl`	Background Debiased SAR Target Recognition via Causal Interventional Regularizer. CoRR Hongwei Dong, Fangzhou Han, Lingyu Si, Wenwen Qiang, Lamei Zhang
2023	J	`jnl`	Cartoondiff: Training-free Cartoon Image Generation with Diffusion Transformer Models. CoRR Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li
2023	A*	`conf`	Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective. AAAI Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
2023	A	`conf`	Do We Really Need Temporal Convolutions in Action Segmentation? ICME Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan
2023	J	`jnl`	Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective. CoRR Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Xingzhe Su, Fengge Wu, Changwen Zheng, Fuchun Sun
2023	J	`jnl`	Learning to Sample Tasks for Meta Learning. CoRR Jingyao Wang, Zeen Song, Xingzhe Su, Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng
2023	J	`jnl`	PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification. CoRR Feihong He, Gang Li, Lingyu Si, Leilei Yan, Fanzhang Li, Fuchun Sun
2023	J	`jnl`	Rethinking Causal Relationships Learning in Graph Neural Networks. CoRR Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu
2023	A*	`conf`	Robust Causal Graph Representation Learning against Confounding Effects. AAAI Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
2023	A*	`conf`	Timestamp-Supervised Action Segmentation from the Perspective of Clustering. IJCAI Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Fuchun Sun
2023	J	`jnl`	UIEDP: Underwater Image Enhancement with Diffusion Prior. CoRR Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Jianwei Niu, Fuchun Sun
2022	A*	`conf`	Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. IJCAI Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Fuchun Sun, Changwen Zheng
2022	J	`jnl`	Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. CoRR Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Changwen Zheng, Fuchun Sun
2022	B	`conf`	Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation. ICTAI Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan
2022	J	`jnl`	Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective. CoRR Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
2022	J	`jnl`	Efficient U-Transformer with Boundary-Aware Loss for Action Segmentation. CoRR Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan
2022	J	`jnl`	Multi-view representation learning from local consistency and global alignment. Neurocomputing Lingyu Si, Wenwen Qiang, Jiangmeng Li, Fanjiang Xu, Funchun Sun
2022	J	`jnl`	Robust Causal Graph Representation Learning against Confounding Effects. CoRR Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
2022	—	`conf`	Self-supervised Representation Learning for the Object Detection of Marine Radar. ICCAI Lingyu Si, Gang Li, Changwen Zheng, Fanjiang Xu
2022	A	`conf`	SimViT: Exploring a Simple Vision Transformer with Sliding Windows. ICME Gang Li, Di Xu, Xing Cheng, Lingyu Si, Changwen Zheng
2022	J	`jnl`	Timestamp-Supervised Action Segmentation in the Perspective of Clustering. CoRR Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Fuchun Sun
2021	—	`conf`	A New Siamese Co-attention Network for Unsupervised Video Object Segmentation. ICCCS Zhenghao Zhang, Liguo Sun, Lingyu Si, Changwen Zheng
2021	—	`conf`	Self-supervised Visual Representation Learning for Fine-Grained Ship Detection. ICISCAE (IEEE) Gang Li, Yuncong Lei, Lingyu Si, Changwen Zheng
2021	J	`jnl`	SimViT: Exploring a Simple Vision Transformer with sliding windows. CoRR Gang Li, Di Xu, Xing Cheng, Lingyu Si, Changwen Zheng