Yiliang Zhang

According to our database, Yiliang Zhang authored at least 14 papers between 2020 and 2024.

Collaborative distances:

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

2024

Label-noise learning via uncertainty-aware neighborhood sample selection.

Yiliang Zhang, Yang Lu, Hanzi Wang

Pattern Recognit. Lett., 2024

Joint modeling of human cortical structure: Genetic correlation network and composite-trait genetic correlation.

Jiangnan Shen, Yiliang Zhang, Zhaohan Zhu, Youshu Cheng, Biao Cai, Yize Zhao, Hongyu Zhao

NeuroImage, 2024

Federated Learning with Extremely Noisy Clients via Negative Distillation.

Yang Lu, Lin Chen, Yonggang Zhang, Yiliang Zhang, Bo Han, Yiu-ming Cheung, Hanzi Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Benchmarking of local genetic correlation estimation methods using summary statistics from genome-wide association studies.

Chi Zhang, Yiliang Zhang, Yunxuan Zhang, Hongyu Zhao

Briefings Bioinform., September, 2023

MISNN: Multiple Imputation via Semi-parametric Neural Networks.

Zhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Label-Noise Learning with Intrinsically Long-Tailed Data.

Yang Lu, Yiliang Zhang, Bo Han, Yiu-Ming Cheung, Hanzi Wang

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

2022

Combating Noisy-Labeled and Imbalanced Data by Two Stage Bi-Dimensional Sample Selection.

Yiliang Zhang, Yang Lu, Bo Han, Yiu-ming Cheung, Hanzi Wang

CoRR, 2022

An Unconstrained Layer-Peeled Perspective on Neural Collapse.

Wenlong Ji, Yiping Lu, Yiliang Zhang, Zhun Deng, Weijie J. Su

Proceedings of the Tenth International Conference on Learning Representations, 2022

A general kernel boosting framework integrating pathways for predictive modeling based on genomic data.

Li Zeng, Zhaolong Yu, Yiliang Zhang, Hongyu Zhao

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021

Fairness in Missing Data Imputation.

Yiliang Zhang, Qi Long

CoRR, 2021

Comparison of methods for estimating genetic correlation between complex traits using GWAS summary statistics.

Yiliang Zhang, Youshu Cheng, Wei Jiang, Yixuan Ye, Qiongshi Lu, Hongyu Zhao

Briefings Bioinform., 2021

Assessing Fairness in the Presence of Missing Data.

Yiliang Zhang, Qi Long

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Efficient Designs Of SLOPE Penalty Sequences In Finite Dimension.

Yiliang Zhang, Zhiqi Bu

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Inference of Dynamic Graph Changes for Functional Connectome.

Dingjue Ji, Junwei Lu, Yiliang Zhang, Siyuan Gao, Hongyu Zhao

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020