燕杨｜长春师范大学｜学者主页

期刊论文

2025

Efficient image dehazing via temporal-aware diffusion

Haobo Liang, Yan Yang, Jiajie Jing

Expert Systems With Applications，Vol. 291

DOI

2025

Assessing the learning potential of freshmen in labor education courses using ordinal features and support vector machine

Long Yan, Yan Yang

Frontiers In Education，Vol. 100

DOI

2025

基于改进胶囊网络的肺结节良恶性分类

董丰玮，燕杨，屈超凡

《现代电子技术》

2025

MA-DenseUNet: A Skin Lesion Segmentation Method Based on Multi-Scale Attention and Bidirectional LSTM

Wenbo Huang, Xudong Cai, Yan Yang, Yufeng Kang

Applied Sciences

DOI

2023

融合注意力机制的TransGLnet脉络膜自动分割

黄文博，屈超凡，燕杨

《光学精密工程》

2023

注意力感知的多尺度语义视杯盘分割

燕杨，曹娅迪，黄文博

《光学精密工程》

2023

基于深度学习的遥感图像目标定位与计数

吕怡，燕杨，尹政博

《长春师范大学学报》

2023

基于多尺度特征的视盘分割方法

燕杨，曹娅迪，黄文博

《吉林大学学报(理学版)》

2023

“项目+分层”教学模式的构建与分析

王慧，燕杨，刘光洁

《长春师范大学学报》

2023

Hyperspectral Image Classification Based on Fusion of Convolutional Neural Network and Graph Network

Luyao Gao, Shulin Xiao, Changhong Hu, Yan Yang

Applied Sciences

DOI

2022

融合注意力的ConvNeXt视网膜病变自动分级

黄文博，黄钰翔，姚远，燕杨

《光学精密工程》

2022

基于注意力U-Net的视网膜血管分类识别

燕杨，尤紫如，姚远，黄文博

《吉林大学学报(工学版)》

2022

基于改进U-Net的视网膜血管分割方法研究

郭峰，黄文博，燕杨

《长春师范大学学报》

2022

Retinal Vessel Segmentation Algorithm Based on Attention Mechanism

Wenbo Huang, Feng Guo, Yan Yang

IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)

DOI

2021

A gradient-based method for multilevel thresholding

Caijie Shang, Dong Zhang, Yan Yang

Expert Systems With Applications，Vol. 175

DOI

2021

基于改进SEIR算法的疫情传播趋势检测方法

燕杨，郭皓钰，魏宇航，尤紫如，肖志强，黄文博

《吉林大学学报(理学版)》

DOI

2021

基于平稳小波与条件随机场的视网膜血管分割

燕杨，尤紫如

《长春师范大学学报》

2021

基于彩色视网膜图像的视盘检测方法研究

燕杨，曹娅迪，黄文博，尤紫如

《长春师范大学学报》

2020

机器人教育市场发展现状及存在问题分析

燕杨，马超

《吉林工程技术师范学院学报》

2020

基于FCN的眼底图像中央凹自动检测算法

燕杨，黄文博

《吉林大学学报(理学版)》

DOI

2017

彩色视网膜眼底图像血管自动检测方法

黄文博，王珂，燕杨

《光学精密工程》

2015

基于条件随机场的医学文本与图像标注模型构建及应用研究

燕杨

《吉林大学》

2014

应用型本科院校计算机专业双语教学中的“羊群效应”及规避策略——以《计算机科学导论》双语教学为例

燕杨，李岩波

《职业技术教育》

2014

基于层叠条件随机场的中文病历命名实体识别

燕杨，文敦伟，王云吉，王珂

《吉林大学学报(工学版)》

2013

一种基于改进Snake模型的边界检测方法

燕杨，李岩波，王云吉，黄文博

《吉林大学学报(理学版)》

2013

略谈导师制教学与本科生独立思考能力的培养

燕杨

《长春师范大学学报》

2013

医学图像分割方法综述

黄文博，燕杨，王云吉

《长春师范大学学报》

2013

一种融合PLSA模型和树模型的文本病历语义分析新方法

黄文博，燕杨，李博

《吉林大学学报(理学版)》

2012

基于OpenCV的分水岭分割算法的研究及应用

燕杨，王云吉

《长春师范大学学报》

2012

Canny边缘检测算子研究及其在医学图像中的应用

燕杨，王云吉

《吉林工程技术师范学院学报》

2008

基于H.264/AVC无线视频传输的研究

燕杨

《吉林工程技术师范学院学报》

2008

高校信息技术学科双语教学研究与实践

燕杨

《吉林工程技术师范学院学报》

2006

C/S结构与B/S结构的分析与比较

黄文博，燕杨

《长春师范大学学报》

2006

计算机专业英语教与学的探讨

燕杨，黄文博

《长春师范大学学报》

预印本

2026

StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

Yan Yang, Xiangru Jian, Ziyang Luo, Zirui Zhao, Yutong Dai, Ziji Shi, Hanshu Yan, Jun Hao Liew, Silvio Savarese, Junnan Li

arXiv preprint

2026

HWAM: Humanoid World Action Model With Joint State--Action Generation

Yan Yang, Jikun Rong, Minzhao Zhu, Zheyi Zhao, Qirui Hu, Zihan Lan, Weixin Mao, Yinhao Li, Zhen Fu, Hua Chen

arXiv preprint

2026

CGC: Compositional Grounded Contrast for Fine-Grained Multi-Image Understanding

Lihao Zheng, Zhenwei Shao, Yu Zhou, Yan Yang, Xintian Shen, Jiawei Chen, Hao Ma, Tao Wei

arXiv preprint

2026

Benchmarking and Improving GUI Agents in High-Dynamic Environments

Enqi Liu, Liyuan Pan, Zhi Gao, Yan Yang, Chenrui Shi, Yang Liu, Jingrong Wu, Qing Li

arXiv preprint

2026

SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

Tianyu Xie, Jinfa Huang, Yuexiao Ma, Rongfang Luo, Yan Yang, Qingchuan Ma, Wang Chen, Yuhui Zeng, Yixuan Zou, Zhiqiang Lu, Ruize Fang, Jiebo Luo, Rongrong Ji, Xiawu Zheng

arXiv preprint

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

arXiv preprint

2026

MCP-Universe RL: A Framework for Training MCP Tool-Use Agents via Reinforcement Learning

Ziyang Luo, Yan Yang, Xiangru Jian, Ziji Shi, Xiaoqiang Lin, Jun Hao Liew, Silvio Savarese, Junnan Li

arXiv preprint

2026

WildTableBench: Benchmarking Multimodal Foundation Models on Table Understanding In the Wild

Junzhe Huang, Xiaoxiao Sun, Yan Yang, Yuxuan Hou, Ruotian Zhang, Sirui Li, Hehe Fan, Serena Yeung-Levy, Xin Yu

arXiv preprint

2026

FluxVLA Engine: A One-Stop VLA Engineering Platform for Embodied Intelligence

Yinhao Li, Weixin Mao, Zihan Lan, Jikun Rong, Qirui Hu, Yiming Zhang, Weipeng Deng, Bowen Shen, Minzhao Zhu, Yiming Mao, Yan Yang, Chenguang Cui, Hongyuan Chen, Xu Huang, Zheyi Zhao, Pinxi Shen, Bozhen He, Zhen Fu, Yifan Wang, Zexin Zhang, Ang Gao, Haoyu Chen, Chengqi Shi, Hua Chen

arXiv preprint

2026

Progressive Video Condensation with MLLM Agent for Long-form Video Understanding

Yufei Yin, Yuchen Xing, Qianke Meng, Minghao Chen, Yan Yang, Zhou Yu

arXiv preprint

2026

VAttnPO: Visual Attention-Guided Policy Optimization

Lihao Zheng, Zhenwei Shao, Zhou Yu, Yan Yang, Haoyi Sun, Qian Wang, Ning Mao, Pan Zhou

arXiv preprint

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, Silvio Savarese, Caiming Xiong, Junnan Li

arXiv preprint

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

arXiv preprint

2025

Sparse4DGS: 4D Gaussian Splatting for Sparse-Frame Dynamic Scene Reconstruction

Changyue Shi, Chuxiao Yang, Xinyuan Hu, Minghao Chen, Wenwen Pan, Yan Yang, Jiajun Ding, Zhou Yu, Jun Yu

arXiv preprint

2025

A Preliminary Study on GPT-Image Generation Model for Image Restoration

Hao Yang, Yan Yang, Ruikun Zhang, Liyuan Pan

arXiv preprint

2025

NTIRE 2025 Image Shadow Removal Challenge Report

Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Cailian Chen, Zongwei Wu, Radu Timofte, Mingjia Li, Jin Hu, Hainuo Wang, Hengxing Liu, Jiarui Wang, Qiming Hu, Xiaojie Guo, Xin Lu, Jiarong Yang, Yuanfei Bao, Anya Hu, Zihao Fan, Kunyu Wang, Jie Xiao, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Yu-Fan Lin, Chia-Ming Lee, Chih-Chung Hsu, Xingbo Wang, Dong Li, Yuxu Chen, Bin Chen, Yuanbo Zhou, Yuanbin Chen, Hongwei Wang, Jiannan Lin, Qinquan Gao, Tong Tong, Zhao Zhang, Yanyan Wei, Wei Dong, Han Zhou, Seyed Amirreza Mousavi, Jun Chen, Haobo Liang, Jiajie Jing, Junyu Li, Yan Yang, Seoyeon Lee, Chaewon Kim, Ziyu Feng, Shidi Chen, Bowen Luan, Zewen Chen, Vijayalaxmi Ashok Aralikatti, G Gyaneshwar Rao, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Alexandru Brateanu, Cosmin Ancuti, Tanmay Chaturvedi, Manish Kumar, Anmol Srivastav, Daksh Trivedi, Shashwat Thakur, Kishor Upla, Zeyu Xiao, Zhuoyuan Li, Boda Zhou, Shashank Shekhar, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Suiyi Zhao, Bo Wang, Yan Luo, Mingshen Wang, Yilin Zhang

arXiv preprint

2025

Growing a Multi-head Twig via Distillation and Reinforcement Learning to Accelerate Large Vision-Language Models

Zhenwei Shao, Mingyang Wang, Weijun Zhang, Zhou Yu, Wenwen Pan, Yan Yang, Tao Wei, Hongyuan Zhang, Jun Yu

arXiv preprint

2024

EZSR: Event-based Zero-Shot Recognition

Yan Yang, Liyuan Pan, Dongxu Li, Liu Liu

arXiv preprint

2024

Storyboard guided Alignment for Fine-grained Video Action Recognition

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

arXiv preprint

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

arXiv preprint

2024

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

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

arXiv preprint

2024

Towards Alleviating Text-to-Image Retrieval Hallucination for CLIP in Zero-shot Learning

Hanyao Wang, Yibing Zhan, Liu Liu, Liang Ding, Yan Yang, Jun Yu

arXiv preprint

2024

Sparrow: Data-Efficient Video-LLM with Text-to-Image Augmentation

Shukang Yin, Chaoyou Fu, Sirui Zhao, Chunjiang Ge, Yan Yang, Yuhan Dai, Yongdong Luo, Tong Xu, Caifeng Shan, Enhong Chen

arXiv preprint

2024

SRGS: Super-Resolution 3D Gaussian Splatting

Xiang Feng, Yongbo He, Linxi Chen, Yan Yang, Chengkai Wang, Yifei Chen, Yixuan Zhong, Zhenzhong Kuang, Jiajun ding, Xufei Yin, Yanming Zhu

arXiv preprint

2023

Event Camera Data Pre-training

Yan Yang, Liyuan Pan, Liu Liu

arXiv preprint

2023

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

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

arXiv preprint

2023

Language-driven All-in-one Adverse Weather Removal

Hao Yang, Liyuan Pan, Yan Yang, Wei Liang

arXiv preprint

2023

LCCo: Lending CLIP to Co-Segmentation

Xin Duan, Yan Yang, Liyuan Pan, Xiabi Liu

arXiv preprint

精选作品

期刊论文

Efficient image dehazing via temporal-aware diffusion

Assessing the learning potential of freshmen in labor education courses using ordinal features and support vector machine

基于改进胶囊网络的肺结节良恶性分类

MA-DenseUNet: A Skin Lesion Segmentation Method Based on Multi-Scale Attention and Bidirectional LSTM

融合注意力机制的TransGLnet脉络膜自动分割

注意力感知的多尺度语义视杯盘分割

基于深度学习的遥感图像目标定位与计数

基于多尺度特征的视盘分割方法

“项目+分层”教学模式的构建与分析

Hyperspectral Image Classification Based on Fusion of Convolutional Neural Network and Graph Network

融合注意力的ConvNeXt视网膜病变自动分级

基于注意力U-Net的视网膜血管分类识别

基于改进U-Net的视网膜血管分割方法研究

Retinal Vessel Segmentation Algorithm Based on Attention Mechanism

A gradient-based method for multilevel thresholding

基于改进SEIR算法的疫情传播趋势检测方法

基于平稳小波与条件随机场的视网膜血管分割

基于彩色视网膜图像的视盘检测方法研究

机器人教育市场发展现状及存在问题分析

基于FCN的眼底图像中央凹自动检测算法

彩色视网膜眼底图像血管自动检测方法

基于条件随机场的医学文本与图像标注模型构建及应用研究

应用型本科院校计算机专业双语教学中的“羊群效应”及规避策略——以《计算机科学导论》双语教学为例

基于层叠条件随机场的中文病历命名实体识别

一种基于改进Snake模型的边界检测方法

略谈导师制教学与本科生独立思考能力的培养

医学图像分割方法综述

一种融合PLSA模型和树模型的文本病历语义分析新方法

基于OpenCV的分水岭分割算法的研究及应用

Canny边缘检测算子研究及其在医学图像中的应用

基于H.264/AVC无线视频传输的研究

高校信息技术学科双语教学研究与实践

C/S结构与B/S结构的分析与比较

计算机专业英语教与学的探讨

预印本

StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

HWAM: Humanoid World Action Model With Joint State--Action Generation

CGC: Compositional Grounded Contrast for Fine-Grained Multi-Image Understanding

Benchmarking and Improving GUI Agents in High-Dynamic Environments

SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

GPA: Learning GUI Process Automation from Demonstrations

MCP-Universe RL: A Framework for Training MCP Tool-Use Agents via Reinforcement Learning

WildTableBench: Benchmarking Multimodal Foundation Models on Table Understanding In the Wild

FluxVLA Engine: A One-Stop VLA Engineering Platform for Embodied Intelligence

Progressive Video Condensation with MLLM Agent for Long-form Video Understanding

VAttnPO: Visual Attention-Guided Policy Optimization

GTA1: GUI Test-time Scaling Agent

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

Sparse4DGS: 4D Gaussian Splatting for Sparse-Frame Dynamic Scene Reconstruction

A Preliminary Study on GPT-Image Generation Model for Image Restoration

NTIRE 2025 Image Shadow Removal Challenge Report

Growing a Multi-head Twig via Distillation and Reinforcement Learning to Accelerate Large Vision-Language Models

EZSR: Event-based Zero-Shot Recognition

Storyboard guided Alignment for Fine-grained Video Action Recognition

LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset

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

Towards Alleviating Text-to-Image Retrieval Hallucination for CLIP in Zero-shot Learning

Sparrow: Data-Efficient Video-LLM with Text-to-Image Augmentation

SRGS: Super-Resolution 3D Gaussian Splatting

Event Camera Data Pre-training

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

Language-driven All-in-one Adverse Weather Removal

LCCo: Lending CLIP to Co-Segmentation

研究方向