Ziqing Hu

According to our database, Ziqing Hu authored at least 14 papers between 2021 and 2025.

Collaborative distances:

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

2025

Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence.

Yueyang Men, Liang Li, Ziqing Hu, Yongli Xu

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

Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach.

Xu Zhang, Kaidi Xu, Ziqing Hu, Ren Wang

CoRR, February, 2025

2024

Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.

Xi Fang, Weijie Xu, Fiona Anting Tan, Ziqing Hu, Jiani Zhang, Yanjun Qi, Srinivasan H. Sengamedu, Christos Faloutsos

Trans. Mach. Learn. Res., 2024

Energetic Variational Neural Network Discretizations of Gradient Flows.

Ziqing Hu, Chun Liu, Yiwei Wang, Zhiliang Xu

SIAM J. Sci. Comput., 2024

Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.

Xi Fang, Weijie Xu, Fiona Anting Tan, Jiani Zhang, Ziqing Hu, Yanjun Qi, Scott Nickleach, Diego Socolinsky, Srinivasan H. Sengamedu, Christos Faloutsos

CoRR, 2024

Data Augmentation for Supervised Graph Outlier Detection via Latent Diffusion Models.

Kay Liu, Hengrui Zhang, Ziqing Hu, Fangxin Wang, Philip S. Yu

Proceedings of the Learning on Graphs Conference, 26-29 November 2024, Virtual., 2024

Graph Neural Prompting with Large Language Models.

Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu

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

2023

Data Augmentation for Supervised Graph Outlier Detection with Latent Diffusion Models.

Kay Liu, Hengrui Zhang, Ziqing Hu, Fangxin Wang, Philip S. Yu

CoRR, 2023

Video Background Music Recommendation Based on Multi-Level Fusion Features.

Xin Zhao, Xiaobing Li, Yun Tie, Ziqing Hu, Lin Qi

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Multi-Track Music Generation Network Based on a Hybrid Learning Module.

Donghui Zhang, Ziqing Hu, Xiaobing Li, Yun Tie, Lin Qi

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Topic Knowledge Based Controlled Generation for Long Documents Using Retrieval-Based Language Models.

Xuefei Zhang, Peiyang He, Tomal Deb, Guang Yang, Xuefeng Liu, Ziqing Hu, Tianyi Mao

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

DCNet: Densely Connected Neural Network with Global Context for Abnormalities Prediction in Bronchoscopy Images.

Ying Wang, Yun Tie, Fenghui Liu, Lin Qi, Ziqing Hu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Energetic Variational Neural Network Discretizations to Gradient Flows.

Ziqing Hu, Chun Liu, Yiwei Wang, Zhiliang Xu

CoRR, 2022

2021

Training Graph Neural Networks by Graphon Estimation.

Ziqing Hu, Yihao Fang, Lizhen Lin

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021