Shilin Gu

14 papers A* 1Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Learning for Dynamic Features and Noisy Labels.
IEEE Trans. Pattern Anal. Mach. Intell.
Shilin Gu, Chao Xu, Dewen Hu, Chenping Hou
2025 J jnl
Adaptive Learning in Imbalanced Data Streams With Unpredictable Feature Evolution.
IEEE Trans. Knowl. Data Eng.
Jiahang Tu, Xijia Tang, Shilin Gu, Yucong Dai, Ruidong Fan, Chenping Hou
2025 A* conf
Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret.
CVPR
Yucong Dai, Shilin Gu, Ruidong Fan, Chao Xu, Chenping Hou
2024 J jnl
Feature incremental learning with causality.
Pattern Recognit.
Haotian Ni, Shilin Gu, Ruidong Fan, Chenping Hou
2024 J jnl
Learning With Incremental Instances and Features.
IEEE Trans. Neural Networks Learn. Syst.
Shilin Gu, Yuhua Qian, Chenping Hou
2024 J jnl
Multi-Instance Learning with One Side Label Noise.
ACM Trans. Knowl. Discov. Data
Tianxiang Luan, Shilin Gu, Xijia Tang, Wenzhang Zhuge, Chenping Hou
2024 J jnl
Online imbalance learning with unpredictable feature evolution and label scarcity.
Neurocomputing
Jiahang Tu, Shilin Gu, Chenping Hou
2023 J jnl
Incremental Learning for Simultaneous Augmentation of Feature and Class.
IEEE Trans. Pattern Anal. Mach. Intell.
Chenping Hou, Shilin Gu, Chao Xu, Yuhua Qian
2023 J jnl
Online Learning With Incremental Feature Space and Bandit Feedback.
IEEE Trans. Knowl. Data Eng.
Shilin Gu, Tingjin Luo, Ming He, Chenping Hou
2022 J jnl
Incremental Feature Spaces Learning with Label Scarcity.
ACM Trans. Knowl. Discov. Data
Shilin Gu, Yuhua Qian, Chenping Hou
2021 J jnl
Active label distribution learning.
Neurocomputing
Xinyue Dong, Shilin Gu, Wenzhang Zhuge, Tingjin Luo, Chenping Hou
2021 J jnl
Fragmentary label distribution learning via graph regularized maximum entropy criteria.
Pattern Recognit. Lett.
Chao Xu, Shilin Gu, Hong Tao, Chenping Hou
2019 J jnl
Active learning with error-correcting output codes.
Neurocomputing
Shilin Gu, Yang Cai, Jincheng Shan, Chenping Hou
2019 J jnl
Recursive Maximum Margin Active Learning.
IEEE Access
Shilin Gu, Yuanyuan Jiao, Hong Tao, Chenping Hou