Taiyu Ban

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Causal Structure

Structure Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

J. Database Manag.

IEEE J. Biomed. Health Informatics

Publications

Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xingyu Wu, Derui Lyu, Huanhuan Chen
Knowledge Verification From Data. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jianbo Zhao, Jiaheng Zhuang, Qibin Zhou, Taiyu Ban, Ziyao Xu, Hangning Zhou, Junhe Wang, Guoan Wang, Zhiheng Li, Bin Li
KiGRAS: Kinematic-Driven Generative Model for Realistic Agent Simulation. CoRR (2024)
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Muhammad Usman, Yifeng Guan, Derui Lyu, Jian Cheng, Huanhuan Chen, Cyril Leung, Chunyan Miao
Decentralised Knowledge Graph Evolution via Blockchain. IEEE Trans. Serv. Comput. 17 (1) (2024)
Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Xingyu Wu, Qiuju Chen, Huanhuan Chen
Quality Evaluation of Triples in Knowledge Graph by Incorporating Internal With External Consistency. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Lyuzhou Chen, Xiangyu Wang, Taiyu Ban, Muhammad Usman, Shikang Liu, Derui Lyu, Huanhuan Chen
Research Ideas Discovery via Hierarchical Negative Correlation. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yifeng Guan, Xingyu Wu, Xiren Zhou, Huanhuan Chen
Accurate Label Refinement From Multiannotator of Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Taiyu Ban, Lyuzhou Chen, Xiangyu Wang, Huanhuan Chen
From Query Tools to Causal Architects: Harnessing Large Language Models for Advanced Causal Discovery from Data. CoRR (2023)
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Muhammad Usman, Tianhao Wu, Qiuju Chen, Huanhuan Chen
A distribution-based representation of Knowledge Quality. Knowl. Based Syst. 281 (2023)
Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Derui Lyu, Huanhuan Chen
Mitigating Prior Errors in Causal Structure Learning: Towards LLM driven Prior Knowledge. CoRR (2023)
Taiyu Ban, Xiangyu Wang, Xin Wang, Jiarun Zhu, Lvzhou Chen, Yizhan Fan
Knowledge Extraction From National Standards for Natural Resources: A Method for Multi-Domain Texts. J. Database Manag. 34 (1) (2023)
Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Huanhuan Chen
Causal Structure Learning Supervised by Large Language Model. CoRR (2023)
Xingyu Wu, Bingbing Jiang, Xiangyu Wang, Taiyu Ban, Huanhuan Chen
Feature Selection in the Data Stream Based on Incremental Markov Boundary Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Xiangyu Wang, Yuan Li, Taiyu Ban, Jiarun Zhu, Lyuzhou Chen, Muhammad Usman, Xin Wang, Huanhuan Chen, Xiaomei Chen, Cyril Leung, Chunyan Miao
Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches. IEEE J. Biomed. Health Informatics 26 (12) (2022)