Ziqiu Chi

According to our database, Ziqiu Chi authored at least 20 papers between 2021 and 2025.

Collaborative distances:

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

2025

Transductive Parameter-Free Propagation Framework for Few-Shot Distribution Rectification.

Heng Tian, Ziqiu Chi, Zhe Wang, Wei Guo, Mengping Yang, Xinlei Xu

IEEE Trans. Neural Networks Learn. Syst., August, 2025

BFCP: Pursue Better Forward Compatibility Pretraining for Few-Shot Class-Incremental Learning.

Zhiling Fu, Zhe Wang, Xinlei Xu, Wei Guo, Ziqiu Chi, Hai Yang, Wenli Du

IEEE Trans. Neural Networks Learn. Syst., August, 2025

Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data.

Mengping Yang, Zhe Wang, Ziqiu Chi, Dongdong Li, Wenli Du

CoRR, February, 2025

2024

Freezing partial source representations matters for image inpainting under limited data.

Yanbing Zhang, Mengping Yang, Ting Xiao, Zhe Wang, Ziqiu Chi

Eng. Appl. Artif. Intell., 2024

2023

Semantic alignment with self-supervision for class incremental learning.

Zhiling Fu, Zhe Wang, Xinlei Xu, Mengping Yang, Ziqiu Chi, Weichao Ding

Knowl. Based Syst., December, 2023

Multiple Kernel Subspace Learning for Clustering and Classification.

Ziqiu Chi, Zhe Wang, Bolu Wang, Zhongli Fang, Zonghai Zhu, Dongdong Li, Wenli Du

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

Flexible few-shot class-incremental learning with prototype container.

Xinlei Xu, Zhe Wang, Zhiling Fu, Wei Guo, Ziqiu Chi, Dongdong Li

Neural Comput. Appl., May, 2023

Scalable one-stage multi-view subspace clustering with dictionary learning.

Wei Guo, Zhe Wang, Ziqiu Chi, Xinlei Xu, Dongdong Li, Songyang Wu

Knowl. Based Syst., 2023

ProtoGAN: Towards high diversity and fidelity image synthesis under limited data.

Mengping Yang, Zhe Wang, Ziqiu Chi, Wenli Du

Inf. Sci., 2023

Complementary features based prototype self-updating for few-shot learning.

Xinlei Xu, Zhe Wang, Ziqiu Chi, Hai Yang, Wenli Du

Expert Syst. Appl., 2023

Semantic-Aware Generator and Low-level Feature Augmentation for Few-shot Image Generation.

Zhe Wang, Jiaoyan Guan, Mengping Yang, Ting Xiao, Ziqiu Chi

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Explicit Metric-Based Multiconcept Multi-Instance Learning With Triplet and Superbag.

Ziqiu Chi, Zhe Wang, Wenli Du

IEEE Trans. Neural Networks Learn. Syst., 2022

Learning to Capture the Query Distribution for Few-Shot Learning.

Ziqiu Chi, Zhe Wang, Mengping Yang, Dongdong Li, Wenli Du

IEEE Trans. Circuits Syst. Video Technol., 2022

Heterogeneous Federated Meta-Learning With Mutually Constrained Propagation.

Ziqiu Chi, Zhe Wang, Wenli Du

IEEE Intell. Syst., 2022

Multi-attention mutual information distributed framework for few-shot learning.

Zhe Wang, Pingchuan Ma, Ziqiu Chi, Dongdong Li, Hai Yang, Wenli Du

Expert Syst. Appl., 2022

FreGAN: Exploiting Frequency Components for Training GANs under Limited Data.

Mengping Yang, Zhe Wang, Ziqiu Chi, Yanbing Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Better Embedding and More Shots for Few-shot Learning.

Ziqiu Chi, Zhe Wang, Mengping Yang, Wei Guo, Xinlei Xu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

WaveGAN: Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation.

Mengping Yang, Zhe Wang, Ziqiu Chi, Wenyi Feng

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Entropy-based hybrid sampling ensemble learning for imbalanced data.

Dongdong Li, Ziqiu Chi, Bolu Wang, Zhe Wang, Hai Yang, Wenli Du

Int. J. Intell. Syst., 2021

Unsupervised cycle optimization learning for single-view depth and camera pose with Kalman filter.

Tianhao Gu, Zhe Wang, Ziqiu Chi, Yiwen Zhu, Wenli Du

Eng. Appl. Artif. Intell., 2021