Ling‐Yu Duan

Computer Science · Physical Sciences

55h-index12.3kcitations333works2.52yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(140), Image Retrieval and Classification Techniques(76), Video Analysis and Summarization(71), Video Surveillance and Tracking Methods(66), Advanced Vision and Imaging(48)

Publications333 total

747 - D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation
Underline Science Inc.·2026Open Access
D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation
Underline Science Inc.·2026Open Access
QuadPrior++: Multi-Dimension Augmented Physical Prior for Zero-Reference Illumination Enhancement
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Sparse Reasoning is Enough: Biological-Inspired Framework for Video Anomaly Detection with Large Pre-trained Models
arXiv (Cornell University)·2025Open Access
D$^{2}$-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation
arXiv (Cornell University)·2025Open Access
Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts
arXiv (Cornell University)·2025Open Access
DM-PCL: Text-Driven Dual-Modal Prototype Consistency Learning for Weakly-Supervised Few-Shot Part Segmentation
International Journal of Computer Vision·2025
LEAD: Exploring Logit Space Evolution for Model Selection
ArXiv.org·2025Open Access
Adaptive Gradient Quantization with Bit Allocation for Distributed Deep Learning
2025
Video Summarization Algorithm Based on Multimodal Feature Fusion
2025
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI
arXiv (Cornell University)·2025· 2 citedOpen Access
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems
2025
Amodal Segmentation for Laparoscopic Surgery Video Instruments
Sensing and Imaging·2025· 1 cited
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
arXiv (Cornell University)·2025Open Access
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
arXiv (Cornell University)·2025Open Access
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation
arXiv (Cornell University)·2025Open Access
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems
arXiv (Cornell University)·2025Open Access
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior
arXiv (Cornell University)·2024Open Access
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 3 cited
A Unified Image Compression Method for Human Perception and Multiple Vision Tasks
Lecture notes in computer science·2024· 2 cited
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Frequent Co-authors

Alex C. Kot(12), Jun Liu(11), Wen Gao(8), Changsheng Xu(8), Boxin Shi(7), Yan Bai(6), Shiqi Wang(6), Min Xu(6), Tiejun Huang(5), Gang Wang(4), Yihang Lou(4), Jiaying Liu(4), Wenhan Yang(4), Qi Tian(4), Jie Chen(4), Renjie Wan(4), Ah‐Hwee Tan(4), Yongxing Dai(4), Amir Shahroudy(3), Zekun Tong(3)