Ziqing Hu

17 papers A* 2Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning Rates of Deep Nets for Geometrically Strongly Mixing Sequence.
IEEE Trans. Neural Networks Learn. Syst.
Yueyang Men, Liang Li, Ziqing Hu, Yongli Xu
2025 A* conf
Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach.
ICML
Xu Zhang, Kaidi Xu, Ziqing Hu, Ren Wang
2025 J jnl
Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach.
CoRR
Xu Zhang, Kaidi Xu, Ziqing Hu, Ren Wang
2024 — conf
Data Augmentation for Supervised Graph Outlier Detection via Latent Diffusion Models.
LoG
Kay Liu, Hengrui Zhang, Ziqing Hu, Fangxin Wang, Philip S. Yu
2024 J jnl
Energetic Variational Neural Network Discretizations of Gradient Flows.
SIAM J. Sci. Comput.
Ziqing Hu, Chun Liu, Yiwei Wang, Zhiliang Xu
2024 A* conf
Graph Neural Prompting with Large Language Models.
AAAI
Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu
2024 J jnl
Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.
Trans. Mach. Learn. Res.
Xi Fang, Weijie Xu, Fiona Anting Tan, Ziqing Hu, Jiani Zhang, Yanjun Qi, Srinivasan H. Sengamedu, Christos Faloutsos
2024 J jnl
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.
CoRR
Xi Fang, Weijie Xu, Fiona Anting Tan, Jiani Zhang, Ziqing Hu, Yanjun Qi, Scott Nickleach, Diego Socolinsky, Srinivasan H. Sengamedu, Christos Faloutsos
2023 — conf
DCNet: Densely Connected Neural Network with Global Context for Abnormalities Prediction in Bronchoscopy Images.
BIBM
Ying Wang, Yun Tie, Fenghui Liu, Lin Qi, Ziqing Hu
2023 J jnl
Data Augmentation for Supervised Graph Outlier Detection with Latent Diffusion Models.
CoRR
Kay Liu, Hengrui Zhang, Ziqing Hu, Fangxin Wang, Philip S. Yu
2023 J jnl
Graph Neural Prompting with Large Language Models.
CoRR
Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu
2023 — conf
Multi-Track Music Generation Network Based on a Hybrid Learning Module.
ICME Workshops
Donghui Zhang, Ziqing Hu, Xiaobing Li, Yun Tie, Lin Qi
2023 — conf
Topic Knowledge Based Controlled Generation for Long Documents Using Retrieval-Based Language Models.
FSDM
Xuefei Zhang, Peiyang He, Tomal Deb, Guang Yang, Xuefeng Liu, Ziqing Hu, Tianyi Mao
2023 — conf
Video Background Music Recommendation Based on Multi-Level Fusion Features.
ICME Workshops
Xin Zhao, Xiaobing Li, Yun Tie, Ziqing Hu, Lin Qi
2022 J jnl
Energetic Variational Neural Network Discretizations to Gradient Flows.
CoRR
Ziqing Hu, Chun Liu, Yiwei Wang, Zhiliang Xu
2021 — conf
Training Graph Neural Networks by Graphon Estimation.
IEEE BigData
Ziqing Hu, Yihao Fang, Lizhen Lin
2021 J jnl
Training Graph Neural Networks by Graphon Estimation.
CoRR
Ziqing Hu, Yihao Fang, Lizhen Lin