Meta3D: Single-View 3D Object Reconstruction from Shape Priors in Memory. - Shuo Yang 006; Min Xu 001; Hongxun Yao (CoRR, 2020)

Single-View 3D Object Reconstruction From Shape Priors in Memory. - Shuo Yang 006; Min Xu 001; Haozhe Xie; Stuart W. Perry; Jiahao Xia 001 (CVPR, 2021)

Free Lunch for Few-shot Learning: Distribution Calibration. - Shuo Yang 006; Lu Liu; Min Xu 001 (ICLR, 2021)

Estimating Instance-dependent Label-noise Transition Matrix using DNNs. - Shuo Yang 006; Erkun Yang; Bo Han 003; Yang Liu 018; Min Xu 001; Gang Niu 001; Tongliang Liu (CoRR, 2021)

CAFE: Learning to Condense Dataset by Aligning Features. - Kai Wang 036; Bo Zhao; Xiangyu Peng; Zheng Zhu; Shuo Yang 006; Shuo Wang 001; Guan Huang 003; Hakan Bilen; Xinchao Wang; Yang You 001 (CVPR, 2022)

Objects in Semantic Topology. - Shuo Yang 006; Peize Sun; Yi Jiang 004; Xiaobo Xia; Ruiheng Zhang 001; Zehuan Yuan; Changhu Wang; Ping Luo 002; Min Xu 001 (ICLR, 2022)

Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network. - Shuo Yang 006; Erkun Yang; Bo Han 003; Yang Liu 018; Min Xu 001; Gang Niu 001; Tongliang Liu (ICML, 2022)

Reliable Label Correction is a Good Booster When Learning with Extremely Noisy Labels. - Kai Wang 036; Xiangyu Peng; Shuo Yang 006; Jianfei Yang; Zheng Zhu; Xinchao Wang; Yang You 001 (CoRR, 2022)

An efficient multitask neural network for face alignment, head pose estimation and face tracking. - Jiahao Xia 001; Haimin Zhang 001; Shiping Wen 001; Shuo Yang 006; Min Xu 001 (Expert Syst. Appl., 2022)

Graph-based few-shot learning with transformed feature propagation and optimal class allocation. - Ruiheng Zhang 001; Shuo Yang 006; Qi Zhang 004; Lixin Xu 001; Yang He; Fan Zhang (Neurocomputing, 2022)

Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution Calibration. - Shuo Yang 006; Songhua Wu; Tongliang Liu; Min Xu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency. - Shuo Yang 006; Zhaopan Xu; Kai Wang 036; Yang You 001; Hongxun Yao; Tongliang Liu; Min Xu 001 (CVPR, 2023)

Dataset Pruning: Reducing Training Data by Examining Generalization Influence. - Shuo Yang 006; Zeke Xie; Hanyu Peng; Min Xu 001; Mingming Sun 001; Ping Li 001 (ICLR, 2023)

Towards Efficient Robotic Software Development by Reusing Behavior Tree Structures for Task Planning Paradigms. - Shuo Yang 006; Qi Zhang 004 (Complex Syst. Model. Simul., 2023)

A Parametrical Model for Instance-Dependent Label Noise. - Shuo Yang 006; Songhua Wu; Erkun Yang; Bo Han 003; Yang Liu 018; Min Xu 001; Gang Niu 001; Tongliang Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Revisiting Context Aggregation for Image Matting. - Qinglin Liu; Xiaoqian Lv; Quanling Meng; Zonglin Li; Xiangyuan Lan; Shuo Yang 006; Shengping Zhang; Liqiang Nie (ICML, 2024)

Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary. - Shuo Yang 006; Zhe Cao 001; Sheng Guo; Ruiheng Zhang 001; Ping Luo 002; Shengping Zhang; Liqiang Nie (ICML, 2024)

Concentrating Estimation Attention: Human Prior Constrained Methods for Robust Classification. - Zhe Cao 001; Shuo Yang 006; Yumeng Liu; Xiaofeng Xu; Hongbin Pei; Yan Huang 023; Yushu Yu; Ruiheng Zhang 001 (PRCV (15), 2024)

Data-efficient Fine-tuning for LLM-based Recommendation. - Xinyu Lin 001; Wenjie Wang 007; Yongqi Li 001; Shuo Yang 006; Fuli Feng; Yinwei Wei; Tat-Seng Chua (SIGIR, 2024)

U2D2Net: Unsupervised Unified Image Dehazing and Denoising Network for Single Hazy Image Enhancement. - Bosheng Ding; Ruiheng Zhang 001; Lixin Xu 001; Guanyu Liu; Shuo Yang 006; Yumeng Liu; Qi Zhang 004 (IEEE Trans. Multim., 2024)

Learning from Ambiguous Data with Hard Labels. - Zeke Xie; Zheng He; Nan Lu; Lichen Bai; Bao Li; Shuo Yang 006; Mingming Sun 001; Ping Li 001 (ICASSP, 2025)

Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation. - Ruiheng Zhang 001; Zhe Cao 001; Shuo Yang 006; Lingyu Si; Haoyang Sun; Lixin Xu 001; Fuchun Sun 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Visible-Infrared Person Re-Identification With Real-World Label Noise. - Ruiheng Zhang 001; Zhe Cao 001; Yan Huang 023; Shuo Yang 006; Lixin Xu 001; Min Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)