Yanyu Xu

According to our database, Yanyu Xu authored at least 46 papers between 2016 and 2026.

Collaborative distances:

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

2026

Toward Effective Model Merging in Semantic Segmentation.

Haotian Chen, Yanyu Xu, Yonghui Xu, Yu Zhang, Yixin Zhang, Fang Wang, Li-Zhen Cui

IEEE Trans. Neural Networks Learn. Syst., April, 2026

Test-time thinking: Reinforcement adaptation for multimodal LLM reasoning.

Haotian Chen, Yanyu Xu, Yonghui Xu, Boyan Wang, Fang Wang, Li-Zhen Cui

Expert Syst. Appl., 2026

RTS-LLM: Restoring time structure for time series forecasting with LLMs.

Taihua Chen, Xiang Ma, Yanyu Xu, Yonghui Xu, Shuyuan Qian, Lizhen Cui

Expert Syst. Appl., 2026

2025

LexPro-1.0 Technical Report.

Haotian Chen, Yanyu Xu, Boyan Wang, Chaoyue Zhao, Xiaoyu Han, Fang Wang, Lizhen Cui, Yonghui Xu

CoRR, March, 2025

Effective test-time personalization for federated semantic segmentation.

Haotian Chen, Yonghui Xu, Yanyu Xu, Yibowen Zhao, Yixin Zhang, Lizhen Cui

Expert Syst. Appl., 2025

Ad²Mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation.

Lei Zhu, Yanyu Xu, Yong Liu, Rick Siow Mong Goh, Xinxing Xu

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

Diffusion-based Data Augmentation via Noise Concatenation for Chest X-Ray Classification.

Xinran Chen, Yujing Xin, Ning Liu, Yanyu Xu, Yonghui Xu, Lizhen Cui

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Learning Invariant Discriminative Patterns for Unified Anomaly Detection.

Chengcheng Xing, Yanyu Xu, Yonghui Xu, Lizhen Cui

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

Parameterized Diffusion Optimization Enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading.

Qinkai Yu, Wei Zhou, Hantao Liu, Yanyu Xu, Meng Wang, Yitian Zhao, Huazhu Fu, Xujiong Ye, Yalin Zheng, Yanda Meng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

SAC-B: Soft Actor-Critic with Bias for Suppressing Q-valueOverestimation in Off-Policy Reinforcement Learning.

Han Wang, Wei Du, Yanyu Xu, Lizhen Cui

Proceedings of the 2025 7th International Conference on Distributed Artificial Intelligence, 2025

AdaHet-MKD: An Adaptive Heterogeneous Multi-teacher Knowledge Distillation for Medical Image Analysis.

Helin Wang, Wei Du, Ning Liu, Qian Li, Yanyu Xu, Lizhen Cui

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

FCA-RAC: First Cycle Annotated Repetitive Action Counting.

Jiada Lu, Weiwei Zhou, Xiang Qian, Dongze Lian, Yanyu Xu, Weifeng Wang, Lina Cao, Shenghua Gao

CoRR, 2024

BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays.

Yang Zhou, Tan Li Hui Faith, Yanyu Xu, Sicong Leng, Xinxing Xu, Yong Liu, Rick Siow Mong Goh

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Partially Supervised Unpaired Multi-modal Learning for Label-Efficient Medical Image Segmentation.

Lei Zhu, Yanyu Xu, Huazhu Fu, Xinxing Xu, Rick Siow Mong Goh, Yong Liu

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

MedMLP: An Efficient MLP-Like Network for Zero-Shot Retinal Image Classification.

Menghan Zhou, Yanyu Xu, Zhi Da Soh, Huazhu Fu, Rick Siow Mong Goh, Ching-Yu Cheng, Yong Liu, Liangli Zhen

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

Multi-Scale Region-Aware Implicit Neural Network for Medical Images Matting.

Yanyu Xu, Yingzhi Xia, Huazhu Fu, Rick Siow Mong Goh, Yong Liu, Xinxing Xu

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

Parameter-Efficient Fine-Tuning with Controls.

Chi Zhang, Jingpu Cheng, Yanyu Xu, Qianxiao Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis.

Ziming Zhong, Yanyu Xu, Jing Li, Jiale Xu, Zhengxin Li, Chaohui Yu, Shenghua Gao

Proceedings of the Computer Vision - ECCV 2024, 2024

Test-Time Medical Image Segmentation Using CLIP-Guided SAM Adaptation.

Haotian Chen, Yonghui Xu, Yanyu Xu, Yixin Zhang, Lizhen Cui

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

GAMMA challenge: Glaucoma grAding from Multi-Modality imAges.

Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Yue Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

Medical Image Anal., December, 2023

Minimal-Supervised Medical Image Segmentation via Vector Quantization Memory.

Yanyu Xu, Menghan Zhou, Yangqin Feng, Xinxing Xu, Huazhu Fu, Rick Siow Mong Goh, Yong Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Generative Gradient Inversion via Over-Parameterized Networks in Federated Learning.

Chi Zhang, Xiaoman Zhang, Ekanut Sotthiwat, Yanyu Xu, Ping Liu, Liangli Zhen, Yong Liu

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

2022

Spherical DNNs and Their Applications in 360$^\circ$∘ Images and Videos.

Yanyu Xu, Ziheng Zhang, Shenghua Gao

IEEE Trans. Pattern Anal. Mach. Intell., 2022

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges.

Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Lexing Huang, Qinji Yu, Sifan Song, Xingxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

CoRR, 2022

Facing Annotation Redundancy: OCT Layer Segmentation with only 10 Annotated Pixels per Layer.

Yanyu Xu, Xinxing Xu, Huazhu Fu, Meng Wang, Rick Siow Mong Goh, Yong Liu

Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

Tiny-Lesion Segmentation in OCT via Multi-scale Wavelet Enhanced Transformer.

Meng Wang, Kai Yu, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Yanyu Xu, Rick Siow Mong Goh, Yong Liu, Huazhu Fu

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

Localizing Anatomical Landmarks in Ocular Images Using Zoom-In Attentive Networks.

Xiaofeng Lei, Shaohua Li, Xinxing Xu, Huazhu Fu, Yong Liu, Yih Chung Tham, Yangqin Feng, Mingrui Tan, Yanyu Xu, Jocelyn Hui Lin Goh, Rick Siow Mong Goh, Ching-Yu Cheng

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

An Efficient Defending Mechanism Against Image Attacking on Medical Image Segmentation Models.

Linh D. Le, Huazhu Fu, Xinxing Xu, Yong Liu, Yanyu Xu, Jiawei Du, Joey Tianyi Zhou, Rick Siow Mong Goh

Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

2021

SUNNet: A novel framework for simultaneous human parsing and pose estimation.

Yanyu Xu, Zhixin Piao, Ziheng Zhang, Wen Liu, Shenghua Gao

Neurocomputing, 2021

Partially-Supervised Learning for Vessel Segmentation in Ocular Images.

Yanyu Xu, Xinxing Xu, Lei Jin, Shenghua Gao, Rick Siow Mong Goh, Daniel Shu Wei Ting, Yong Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Accurate depth estimation from a hybrid event-RGB stereo setup.

Yi-Fan Zuo, Li Cui, Xin Peng, Yanyu Xu, Shenghua Gao, Xia Wang, Laurent Kneip

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Crowd Counting With Partial Annotations in an Image.

Yanyu Xu, Ziming Zhong, Dongze Lian, Jing Li, Zhengxin Li, Xinxing Xu, Shenghua Gao

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Prior Based Human Completion.

Zibo Zhao, Wen Liu, Yanyu Xu, Xianing Chen, Weixin Luo, Lei Jin, Bohui Zhu, Tong Liu, Binqiang Zhao, Shenghua Gao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Layout-Guided Novel View Synthesis From a Single Indoor Panorama.

Jiale Xu, Jia Zheng, Yanyu Xu, Rui Tang, Shenghua Gao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Amodal Segmentation Based on Visible Region Segmentation and Shape Prior.

Yuting Xiao, Yanyu Xu, Ziming Zhong, Weixin Luo, Jiawei Li, Shenghua Gao

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

2020

SIRI: Spatial Relation Induced Network For Spatial Description Resolution.

Peiyao Wang, Weixin Luo, Yanyu Xu, Haojie Li, Shugong Xu, Jianyu Yang, Shenghua Gao

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery.

Lei Jin, Yanyu Xu, Jia Zheng, Junfei Zhang, Rui Tang, Shugong Xu, Jingyi Yu, Shenghua Gao

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Multiview Multitask Gaze Estimation With Deep Convolutional Neural Networks.

Dongze Lian, Lina Hu, Weixin Luo, Yanyu Xu, Lixin Duan, Jingyi Yu, Shenghua Gao

IEEE Trans. Neural Networks Learn. Syst., 2019

Personalized Saliency and Its Prediction.

Yanyu Xu, Shenghua Gao, Junru Wu, Nianyi Li, Jingyi Yu

IEEE Trans. Pattern Anal. Mach. Intell., 2019

PPGNet: Learning Point-Pair Graph for Line Segment Detection.

Ziheng Zhang, Zhengxin Li, Ning Bi, Jia Zheng, Jinlei Wang, Kun Huang, Weixin Luo, Yanyu Xu, Shenghua Gao

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

2018

Semantic Human Matting.

Quan Chen, Tiezheng Ge, Yanyu Xu, Zhiqiang Zhang, Xinxin Yang, Kun Gai

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Saliency Detection in 360 ^\circ ∘ Videos.

Ziheng Zhang, Yanyu Xu, Jingyi Yu, Shenghua Gao

Proceedings of the Computer Vision - ECCV 2018, 2018

Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction.

Yanyu Xu, Zhixin Piao, Shenghua Gao

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Gaze Prediction in Dynamic 360° Immersive Videos.

Yanyu Xu, Yanbing Dong, Junru Wu, Zhengzhong Sun, Zhiru Shi, Jingyi Yu, Shenghua Gao

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Beyond Universal Saliency: Personalized Saliency Prediction with Multi-task CNN.

Yanyu Xu, Nianyi Li, Junru Wu, Jingyi Yu, Shenghua Gao

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Bi-Level Multi-column Convolutional Neural Networks for Facial Landmark Point Detection.

Yanyu Xu, Shenghua Gao

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016