Yan Yang

According to our database, Yan Yang authored at least 42 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

GPA: Learning GUI Process Automation from Demonstrations.

Zirui Zhao, Jun Hao Liew, Yan Yang, Wenzhuo Yang, Ziyang Luo, Doyen Sahoo, Silvio Savarese, Junnan Li

CoRR, April, 2026

Toward Trustworthy Multi-View Representation With Fine-Grained Explainability Embeddings.

Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du

IEEE Trans. Medical Imaging, February, 2026

SZCo: Self-supervised zero-shot co-segmentation with region-text alignment learning.

Xin Duan, Yan Yang, Liyuan Pan, Xiabi Liu, Mingyang Gong

Pattern Recognit., 2026

2025

GTA1: GUI Test-time Scaling Agent.

Yan Yang, Dongxu Li, Yutong Dai, Yuhao Yang, Ziyang Luo, Zirui Zhao, Zhiyuan Hu, Junzhe Huang, Amrita Saha, Zeyuan Chen, Ran Xu, Liyuan Pan, Caiming Xiong, Junnan Li

CoRR, July, 2025

A Preliminary Study for GPT-4o on Image Restoration.

Hao Yang, Yan Yang, Ruikun Zhang, Liyuan Pan

CoRR, May, 2025

Spatial Transcriptomics Analysis of Spatially Dense Gene Expression Prediction.

Ruikun Zhang, Yan Yang, Liyuan Pan

CoRR, March, 2025

Mutual-assistance learning for trustworthy biomarker discovery and disease prediction.

Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du

Briefings Bioinform., March, 2025

LCCo: Lending CLIP to co-segmentation.

Xin Duan, Yan Yang, Liyuan Pan, Xiabi Liu

Pattern Recognit., 2025

Trustworthy causal biomarker discovery: a multiomics brain imaging genetics-based approach.

Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du, Alzheimer's Disease Neuroimaging Initiative

Bioinform., 2025

Flowering Time Prediction of Wheat From DIA-MS Data.

Yan Yang, Utpal Bose, James Broadbent, Sally Stockwell, Keren Byrne, Md. Zakir Hossain, Eric A. Stone, Shannon Dillon

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

EZSR: Event-based Zero-Shot Recognition.

Yan Yang, Liyuan Pan, Dongxu Li, Liu Liu

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

Predicting MCI Conversion Status Using Baseline Neuroimaging Scans and Genetics Variations.

Yan Yang, Muheng Shang, Ying Wang, Jin Zhang, Hongdong Li, Yulin Wang, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

A Data-Driven Brain Imaging Quantitative Trait Mediation Effect Identification Method for Alzheimer's Disease.

Yan Yang, Muheng Shang, Hongdong Li, Yulin Wang, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Predicting Brain Age Based on Neuroimaging and DNA Methylation via A Multiomics Attention-Based Variational Autoencoder.

Wenrui Cui, Hong Pang, Yan Yang, Muheng Shang, Hongdong Li, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks.

Yan Yang, Dongxu Li, Haoning Wu, Bei Chen, Liu Liu, Liyuan Pan, Junnan Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Weakly-Supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors.

Liyuan Pan, Richard Hartley, Liu Liu, Zhiwei Xu, Shah Ariful Hoque Chowdhury, Yan Yang, Hongguang Zhang, Hongdong Li, Miaomiao Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Modeling genotype-protein interaction and correlation for Alzheimer's disease: a multi-omics imaging genetics study.

Jin Zhang, Zikang Ma, Yan Yang, Lei Guo, Lei Du

Briefings Bioinform., March, 2024

Spatial transcriptomics analysis of gene expression prediction using exemplar guided graph neural network.

Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman

Pattern Recognit., January, 2024

Storyboard guided Alignment for Fine-grained Video Action Recognition.

Enqi Liu, Liyuan Pan, Yan Yang, Yiran Zhong, Zhijing Wu, Xinxiao Wu, Liu Liu

CoRR, 2024

Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images.

Yan Yang, Liyuan Pan, Liu Liu, Eric A. Stone

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.

Ruikun Zhang, Hao Yang, Yan Yang, Ying Fu, Liyuan Pan

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition.

Jiaqi Chen, Yan Yang, Shizhuo Deng, Da Teng, Liyuan Pan

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study.

Jin Zhang, Muheng Shang, Yan Yang, Lei Guo, Junwei Han, Lei Du

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Spatial Transcriptomics Analysis of Zero-Shot Gene Expression Prediction.

Yan Yang, Md. Zakir Hossain, Xuesong Li, Shafin Rahman, Eric A. Stone

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Event-based Few-shot Fine-grained Human Action Recognition.

Zonglin Yang, Yan Yang, Yuheng Shi, Hao Yang, Ruikun Zhang, Liu Liu, Xinxiao Wu, Liyuan Pan

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Event Camera Data Dense Pre-training.

Yan Yang, Liyuan Pan, Liu Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

Domain Adaptation for Classifying Spontaneous Smile Videos.

Amrijit Biswas, Md. Zakir Hossain, Yan Yang, Syed Mohammed Shamsul Islam, Tom Gedeon, Shafin Rahman

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

Language-driven All-in-one Adverse Weather Removal.

Hao Yang, Liyuan Pan, Yan Yang, Wei Liang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Hao Yang, Liyuan Pan, Yan Yang, Richard I. Hartley, Miaomiao Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Co-contrastive Learning Method to Fuse Multi-modal Phenotypes and Identify Genetic Risk Variations.

Muheng Shang, Yan Yang, Jin Zhang, Daoqiang Zhang, Lei Du

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

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

Hao Yang, Liyuan Pan, Yan Yang, Miaomiao Liu

CoRR, 2023

Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction.

Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Event Camera Data Pre-training.

Yan Yang, Liyuan Pan, Liu Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring.

Yan Yang, Liyuan Pan, Liu Liu, Miaomiao Liu

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

Identifying Disease-related Brain Imaging Quantitative Traits and Related Genetic Variations via A Bidirectional Association Learning Method.

Muheng Shang, Yan Yang, Minjianan Zhang, Jin Zhang, Duo Xi, Lei Guo, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Expanding and Squeezing Differential Expressed Genes for Insect Fitness Prediction.

Zhiyong Sun, Md Ayshik Rahman Khan, Yan Yang, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the Australasian Conference on Information Systems, 2023

2022

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

Yan Yang, Md. Zakir Hossain, Khandaker Asif Ahmed, Liyuan Pan, Shafin Rahman, Eric A. Stone

CoRR, 2022

S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation.

Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

ISG: I can See Your Gene Expression.

Yan Yang, Liyuan Pan, Liu Liu, Eric A. Stone

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Less is More: Facial Landmarks can Recognize a Spontaneous Smile.

Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

FSE: a Powerful Feature Augmentation Technique for Classification Task.

Yaozhong Liu, Yan Yang, Md. Zakir Hossain

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

RealSmileNet: A Deep End-to-End Network for Spontaneous and Posed Smile Recognition.

Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020