Yufan Liu

Orcid: 0000-0002-8426-9335

Affiliations:

Chinese Academy of Sciences, Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Beijing, China
University of Chinese Academy of Sciences, School of Artificial Intelligence, Beijing, China (PhD 2023)
Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing, China
Beihang University, School of Electronic and Information Engineering, Beijing, China (until 2018)

According to our database¹, Yufan Liu authored at least 45 papers between 2015 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Beyond Dataset Distillation: Lossless Dataset Concentration via Diffusion-Assisted Distribution Alignment.

[BibT_eX]

[DOI]

CoRR, March, 2026

Arbitrary Ratio Feature Compression via Next Token Prediction.

[BibT_eX]

[DOI]

CoRR, February, 2026

QVLA: Not All Channels Are Equal in Vision-Language-Action Model's Quantization.

[BibT_eX]

[DOI]

CoRR, February, 2026

Deepfake Detection via Exploring Degradation Inconsistency.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2026

Multi-modal face anti-spoofing via self-supervised learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2026

Compressed image super-resolution based on invertible degradation and restoration.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

FiGVCL: Fine-Grained Benchmark and Method for Video Copy Localization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2025

AutoPrune: Each Complexity Deserves a Pruning Policy.

[BibT_eX]

[DOI]

CoRR, September, 2025

Task-Aware Attentional Dynamic Alignment for Few-Shot Compressed Video Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2025

iESTA: Instance-Enhanced Spatial-Temporal Alignment for Video Copy Localization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., May, 2025

Hierarchical Semantic Compression for Consistent Image Semantic Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Each Complexity Deserves a Pruning Policy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Noise-Optimized Distribution Distillation for Dataset Condensation.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Visual-Instructed Degradation Diffusion for All-in-One Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Cross-Architecture Knowledge Distillation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., August, 2024

Joint Learning of Audio-Visual Saliency Prediction and Sound Source Localization on Multi-face Videos.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., June, 2024

Token Caching for Diffusion Transformer Acceleration.

[BibT_eX]

[DOI]

CoRR, 2024

I2V-Adapter: A General Image-to-Video Adapter for Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

Learn from Noise: Detecting Deepfakes via Regional Noise Consistency.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Learning to Explore Distillability and Sparsability: A Joint Framework for Model Compression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Learning from the Raw Domain: Cross Modality Distillation for Compressed Video Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Nasty-SFDA: Source Free Domain Adaptation from a Nasty Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

AUNet: Learning Relations Between Action Units for Face Forgery Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

SDTP: Semantic-Aware Decoupled Transformer Pyramid for Dense Image Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Self-supervised Face Anti-spoofing via Anti-contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Long-Short Term Cross-Transformer in Compressed Domain for Few-Shot Video Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Cross-Architecture Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Toward Accurate Pixelwise Object Tracking via Attention Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos.

[BibT_eX]

[DOI]

CoRR, 2021

SDTP: Semantic-aware Decoupled Transformer Pyramid for Dense Image Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Adaptive Coarse-to-Fine Interactor for Multi-Scale Object Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

DSIC: Dynamic Sample-Individualized Connector for Multi-Scale Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

DSIC: Dynamic Sample-Individualized Connector for Multi-Scale Object Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Knowledge Distillation via Instance Relationship Graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Find Who to Look at: Turning From Action to Saliency.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Rate control schemes for panoramic video coding.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

2017

A subjective visual quality assessment method of panoramic videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A novel rate control scheme for panoramic video coding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Predicting Salient Face in Multiple-Face Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2015

Subjective rate-distortion optimization in HEVC with perceptual model of multiple faces.

[BibT_eX]

[DOI]

Yufan Liu

Haoji Hu

Mai Xu

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Yufan Liu

Timeline

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Bibliography

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