Shilin Gu

According to our database, Shilin Gu authored at least 14 papers between 2019 and 2025.

Collaborative distances:

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

2025

Adaptive Learning in Imbalanced Data Streams With Unpredictable Feature Evolution.

Jiahang Tu, Xijia Tang, Shilin Gu, Yucong Dai, Ruidong Fan, Chenping Hou

IEEE Trans. Knowl. Data Eng., April, 2025

Adaptive Learning for Dynamic Features and Noisy Labels.

Shilin Gu, Chao Xu, Dewen Hu, Chenping Hou

IEEE Trans. Pattern Anal. Mach. Intell., February, 2025

Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret.

Yucong Dai, Shilin Gu, Ruidong Fan, Chao Xu, Chenping Hou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Learning With Incremental Instances and Features.

Shilin Gu, Yuhua Qian, Chenping Hou

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Multi-Instance Learning with One Side Label Noise.

Tianxiang Luan, Shilin Gu, Xijia Tang, Wenzhang Zhuge, Chenping Hou

ACM Trans. Knowl. Discov. Data, June, 2024

Feature incremental learning with causality.

Haotian Ni, Shilin Gu, Ruidong Fan, Chenping Hou

Pattern Recognit., February, 2024

Online imbalance learning with unpredictable feature evolution and label scarcity.

Jiahang Tu, Shilin Gu, Chenping Hou

Neurocomputing, 2024

2023

Online Learning With Incremental Feature Space and Bandit Feedback.

Shilin Gu, Tingjin Luo, Ming He, Chenping Hou

IEEE Trans. Knowl. Data Eng., December, 2023

Incremental Learning for Simultaneous Augmentation of Feature and Class.

Chenping Hou, Shilin Gu, Chao Xu, Yuhua Qian

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

2022

Incremental Feature Spaces Learning with Label Scarcity.

Shilin Gu, Yuhua Qian, Chenping Hou

ACM Trans. Knowl. Discov. Data, 2022

2021

Fragmentary label distribution learning via graph regularized maximum entropy criteria.

Chao Xu, Shilin Gu, Hong Tao, Chenping Hou

Pattern Recognit. Lett., 2021

Active label distribution learning.

Xinyue Dong, Shilin Gu, Wenzhang Zhuge, Tingjin Luo, Chenping Hou

Neurocomputing, 2021

2019

Active learning with error-correcting output codes.

Shilin Gu, Yang Cai, Jincheng Shan, Chenping Hou

Neurocomputing, 2019

Recursive Maximum Margin Active Learning.

Shilin Gu, Yuanyuan Jiao, Hong Tao, Chenping Hou

IEEE Access, 2019