Liyuan Pan

Orcid: 0009-0002-2534-0995

According to our database1, Liyuan Pan authored at least 61 papers between 2017 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Benchmarking and Improving GUI Agents in High-Dynamic Environments.
CoRR, April, 2026

Low Light Image Enhancement Challenge at NTIRE 2026.
CoRR, April, 2026

NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.
CoRR, April, 2026

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning.
CoRR, April, 2026

Stateful Cross-layer Vision Modulation.
CoRR, March, 2026

SZCo: Self-supervised zero-shot co-segmentation with region-text alignment learning.
Pattern Recognit., 2026

D2-DETR:DETR With Dual-Domain frequency-spatial modeling for unmanned aerial vehicle imagery object detection.
Knowl. Based Syst., 2026

Oligodendrocyte-Driven Spiking Neural Model.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
GTA1: GUI Test-time Scaling Agent.
CoRR, July, 2025

A Preliminary Study for GPT-4o on Image Restoration.
CoRR, May, 2025

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.
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CoRR, April, 2025

Spatial Transcriptomics Analysis of Spatially Dense Gene Expression Prediction.
CoRR, March, 2025

DehazeMamba: large multi-modal model guided single image dehazing via mamba.
Vis. Intell., 2025

L2T-DFM: Learning to Teach with Dynamic Fused Metric.
Pattern Recognit., 2025

LCCo: Lending CLIP to co-segmentation.
Pattern Recognit., 2025

Multimodal image generation and fusion through content-style hybrid disentanglement.
Knowl. Based Syst., 2025

MambaRSIS: Context-aware multi-scale feature aggregation with selective state space model for remote sensing instance segmentation.
Eng. Appl. Artif. Intell., 2025

Enhanced Dual-Pixel Image Reflection Removal via Gaussian Splatting.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

From Subtle Hints to Grand Expressions - Mastering Fine-grained Emotions with Dynamic Multimodal Analysis.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025



Task-Specific Gradient Adaptation for Few-Shot One-Class Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

EZSR: Event-based Zero-Shot Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
Weakly-Supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Adaptive Hypersphere Data Description for few-shot one-class classification.
Appl. Intell., December, 2024

Storyboard guided Alignment for Fine-grained Video Action Recognition.
CoRR, 2024

Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset.
Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition.
Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

Event-based Few-shot Fine-grained Human Action Recognition.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

YOLOX-Drone: An Improved Object Detection Method for UAV Images.
Proceedings of the IGARSS 2024, 2024

A Lightweight Multi-Level Relation Network for Few-shot Action Recognition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Event Camera Data Dense Pre-training.
Proceedings of the Computer Vision - ECCV 2024, 2024

Language-driven All-in-one Adverse Weather Removal.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MA-Net: Rethinking Neural Unit in the Light of Astrocytes.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
L2T-DLN: Learning to Teach with Dynamic Loss Network.
CoRR, 2023

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network.
CoRR, 2023

L2T-DLN: Learning to Teach with Dynamic Loss Network.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Event Camera Data Pre-training.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

AstroNet: When Astrocyte Meets Artificial Neural Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
High Frame Rate Video Reconstruction Based on an Event Camera.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers.
CoRR, 2022

Biomass Prediction with 3D Point Clouds from LiDAR.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

FGCNet: Fast Graph Convolution for Matching Features.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

ISG: I can See Your Gene Expression.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Stereo Hybrid Event-Frame (SHEF) Cameras for 3D Perception.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation.
IEEE Trans. Image Process., 2020

Single Image Optical Flow Estimation With an Event Camera.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Bringing Blurry Alive at High Frame-Rate with an Event Camera.
CoRR, 2019

Single Image Deblurring and Camera Motion Estimation With Depth Map.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

2017
Simultaneous Stereo Video Deblurring and Scene Flow Estimation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


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