Lingyu Duan
Professor
Researches visual search, video analytics, compact visual descriptors and statistical pattern recognition.
Lingyu Duan's lab at Peking works on recognition, detection & segmentation, video understanding and learning theory & optimization. 32 papers since 2023, 23 at top venues, mostly TPAMI and CVPR. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 72%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 5 papers2026 · T1 3 · collecting
- 9 papers2025 · T1 8
- 9 papers2024 · T1 8
- 9 papers2023 · T1 4
T1 venuesOtherVenues: TPAMI, CVPR, NeurIPS, AAAI, ECCV
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation7 papers
- Learning theory & optimization6 papers
- Video understanding2 papers
- video analytics0 papers
- statistical pattern0 papers
Paper list
From DBLP.
20265 papers
- IEEE Trans. Multim.Enabling Real-World Supervised Video Anomaly Detection: New Open-Set Benchmark and New Framework (opens in a new tab)
- TIP (T1)Local Dimension Enhancement Representation Learning for Skeleton-Based Action Segmentation (opens in a new tab)
- ECCV (T1)ORFC: Orthogonal Reparameterization for Low-Bitrate ViT Feature Coding (opens in a new tab)
- TPAMI (T1)QuadPrior++: Multi-Dimension Augmented Physical Prior for Zero-Reference Illumination Enhancement (opens in a new tab)
- ACM Trans. Multim. Comput. Commun. Appl.Seeing in the Dark with Ambient Guidance (opens in a new tab)
20259 papers
- ICCV (T1)Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts (opens in a new tab)
- ICMEAdaptive Gradient Quantization with Bit Allocation for Distributed Deep Learning (opens in a new tab)
- ICML (T1)Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation (opens in a new tab)
- IJCV (T1)Bridging the Source-to-Target Gap for Cross-Domain Person Re-identification with Intermediate Domains (opens in a new tab)
- IJCV (T1)DM-PCL: Text-Driven Dual-Modal Prototype Consistency Learning for Weakly-Supervised Few-Shot Part Segmentation (opens in a new tab)
- NeurIPS (T1)LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents (opens in a new tab)
- TPAMI (T1)Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior (opens in a new tab)
- CVPR (T1)Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems (opens in a new tab)
- ICLR (T1)Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression (opens in a new tab)
20249 papers
- ECCV (T1)A Unified Image Compression Method for Human Perception and Multiple Vision Tasks (opens in a new tab)
- NeurIPS (T1)DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception (opens in a new tab)
- AAAI (T1)Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.HARDer-Net: Hardness-Guided Discrimination Network for 3D Early Activity Prediction (opens in a new tab)
- CVPR (T1)LEAD: Exploring Logit Space Evolution for Model Selection (opens in a new tab)
- AAAI (T1)Seeing Dark Videos via Self-Learned Bottleneck Neural Representation (opens in a new tab)
- MICCAI (T1)ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation (opens in a new tab)
- NeurIPS (T1)Transferable Adversarial Attacks on SAM and Its Downstream Models (opens in a new tab)
- TPAMI (T1)Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics (opens in a new tab)
20239 papers
- IEEE Trans. Multim.Background Scene Recovery From an Image Looking Through Colored Glass (opens in a new tab)
- TPAMI (T1)Benchmarking Single-Image Reflection Removal Algorithms (opens in a new tab)
- TPAMI (T1)Coarse-to-fine Disentangling Demoiréing Framework for Recaptured Screen Images (opens in a new tab)
- IEEE Trans. Multim.Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning (opens in a new tab)
- ICCV (T1)Exploring Model Transferability through the Lens of Potential Energy (opens in a new tab)
- Bioinform.PS-Net: human perception-guided segmentation network for EM cell membrane (opens in a new tab)
- IEEE Trans. Multim.Purifying Low-Light Images via Near-Infrared Enlightened Image (opens in a new tab)
- CVPR (T1)Switchable Representation Learning Framework with Self-Compatibility (opens in a new tab)
- ACM MMToward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
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- The alumni list could not be found on the lab site.
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