Shuo Yang

According to our database, Shuo Yang authored at least 19 papers between 2020 and 2025.

Collaborative distances:

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

2025

Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation.

Ruiheng Zhang, Zhe Cao, Shuo Yang, Lingyu Si, Haoyang Sun, Lixin Xu, Fuchun Sun

IEEE Trans. Neural Networks Learn. Syst., February, 2025

Learning from Ambiguous Data with Hard Labels.

Zeke Xie, Zheng He, Nan Lu, Lichen Bai, Bao Li, Shuo Yang, Mingming Sun, Ping Li

CoRR, January, 2025

2024

U²D²Net: Unsupervised Unified Image Dehazing and Denoising Network for Single Hazy Image Enhancement.

Bosheng Ding, Ruiheng Zhang, Lixin Xu, Guanyu Liu, Shuo Yang, Yumeng Liu, Qi Zhang

IEEE Trans. Multim., 2024

Data-efficient Fine-tuning for LLM-based Recommendation.

Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

2023

A Parametrical Model for Instance-Dependent Label Noise.

Shuo Yang, Songhua Wu, Erkun Yang, Bo Han, Yang Liu, Min Xu, Gang Niu, Tongliang Liu

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

Towards Efficient Robotic Software Development by Reusing Behavior Tree Structures for Task Planning Paradigms.

Shuo Yang, Qi Zhang

Complex Syst. Model. Simul., 2023

Dataset Pruning: Reducing Training Data by Examining Generalization Influence.

Shuo Yang, Zeke Xie, Hanyu Peng, Min Xu, Mingming Sun, Ping Li

Proceedings of the Eleventh International Conference on Learning Representations, 2023

BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency.

Shuo Yang, Zhaopan Xu, Kai Wang, Yang You, Hongxun Yao, Tongliang Liu, Min Xu

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

2022

Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution Calibration.

Shuo Yang, Songhua Wu, Tongliang Liu, Min Xu

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

Graph-based few-shot learning with transformed feature propagation and optimal class allocation.

Ruiheng Zhang, Shuo Yang, Qi Zhang, Lixin Xu, Yang He, Fan Zhang

Neurocomputing, 2022

An efficient multitask neural network for face alignment, head pose estimation and face tracking.

Jiahao Xia, Haimin Zhang, Shiping Wen, Shuo Yang, Min Xu

Expert Syst. Appl., 2022

Reliable Label Correction is a Good Booster When Learning with Extremely Noisy Labels.

Kai Wang, Xiangyu Peng, Shuo Yang, Jianfei Yang, Zheng Zhu, Xinchao Wang, Yang You

CoRR, 2022

Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network.

Shuo Yang, Erkun Yang, Bo Han, Yang Liu, Min Xu, Gang Niu, Tongliang Liu

Proceedings of the International Conference on Machine Learning, 2022

Objects in Semantic Topology.

Shuo Yang, Peize Sun, Yi Jiang, Xiaobo Xia, Ruiheng Zhang, Zehuan Yuan, Changhu Wang, Ping Luo, Min Xu

Proceedings of the Tenth International Conference on Learning Representations, 2022

CAFE: Learning to Condense Dataset by Aligning Features.

Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Shuo Yang, Shuo Wang, Guan Huang, Hakan Bilen, Xinchao Wang, Yang You

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Estimating Instance-dependent Label-noise Transition Matrix using DNNs.

Shuo Yang, Erkun Yang, Bo Han, Yang Liu, Min Xu, Gang Niu, Tongliang Liu

CoRR, 2021

Free Lunch for Few-shot Learning: Distribution Calibration.

Shuo Yang, Lu Liu, Min Xu

Proceedings of the 9th International Conference on Learning Representations, 2021

Single-View 3D Object Reconstruction From Shape Priors in Memory.

Shuo Yang, Min Xu, Haozhe Xie, Stuart W. Perry, Jiahao Xia

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

2020

Meta3D: Single-View 3D Object Reconstruction from Shape Priors in Memory.

Shuo Yang, Min Xu, Hongxun Yao

CoRR, 2020