Yijun Bian

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Attention Mechanism

Ensemble Pruning

Neural Architecture

Classification Process

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

SAT-CPS@CODASPY

Publications

Jinghan Huang, Qiufeng Chen, Yijun Bian, Pengli Zhu, Nanguang Chen, Moo K. Chung, Anqi Qiu
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data. CoRR (2024)
Yijun Bian, Yujie Luo
Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly. CoRR (2024)
Yijun Bian, Kun Zhang
Increasing Fairness in Compromise on Accuracy via Weighted Vote with Learning Guarantees. CoRR (2023)
Abhijith Sharma, Yijun Bian, Vatsal Nanda, Phil Munz, Apurva Narayan
Vulnerability of CNNs against Multi-Patch Attacks. SAT-CPS@CODASPY (2023)
Abhijith Sharma, Yijun Bian, Phil Munz, Apurva Narayan
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey. CoRR (2022)
Yijun Bian, Qingquan Song, Mengnan Du, Jun Yao, Huanhuan Chen, Xia Hu
Subarchitecture Ensemble Pruning in Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Yijun Bian, Huanhuan Chen
When Does Diversity Help Generalization in Classification Ensembles? IEEE Trans. Cybern. 52 (9) (2022)
Yijun Bian, Yijun Wang, Yaqiang Yao, Huanhuan Chen
Ensemble Pruning Based on Objection Maximization With a General Distributed Framework. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Yijun Bian, Huanhuan Chen
When does Diversity Help Generalization in Classification Ensembles? CoRR (2019)
Yijun Bian, Qingquan Song, Mengnan Du, Jun Yao, Huanhuan Chen, Xia Hu
Sub-Architecture Ensemble Pruning in Neural Architecture Search. CoRR (2019)
Yijun Bian, Yijun Wang, Yaqiang Yao, Huanhuan Chen
Ensemble Pruning based on Objection Maximization with a General Distributed Framework. CoRR (2018)