Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches. - Xiangyu Wang 016; Yuan Li; Taiyu Ban; Jiarun Zhu; Lyuzhou Chen; Muhammad Usman; Xin Wang 179; Huanhuan Chen; Xiaomei Chen; Cyril Leung; Chunyan Miao (IEEE J. Biomed. Health Informatics, 2022)

Mitigating Prior Errors in Causal Structure Learning: Towards LLM driven Prior Knowledge. - Lyuzhou Chen; Taiyu Ban; Xiangyu Wang 016; Derui Lyu; Huanhuan Chen (CoRR, 2023)

From Query Tools to Causal Architects: Harnessing Large Language Models for Advanced Causal Discovery from Data. - Taiyu Ban; Lyuzhou Chen; Xiangyu Wang 016; Huanhuan Chen (CoRR, 2023)

Causal Structure Learning Supervised by Large Language Model. - Taiyu Ban; Lyuzhou Chen; Derui Lyu; Xiangyu Wang 016; Huanhuan Chen (CoRR, 2023)

Knowledge Extraction From National Standards for Natural Resources: A Method for Multi-Domain Texts. - Taiyu Ban; Xiangyu Wang 016; Xin Wang 179; Jiarun Zhu; Lvzhou Chen; Yizhan Fan (J. Database Manag., 2023)

Accurate Label Refinement From Multiannotator of Remote Sensing Data. - Xiangyu Wang 016; Lyuzhou Chen; Taiyu Ban; Derui Lyu; Yifeng Guan; Xingyu Wu; Xiren Zhou; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2023)

Feature Selection in the Data Stream Based on Incremental Markov Boundary Learning. - Xingyu Wu; Bingbing Jiang 001; Xiangyu Wang 016; Taiyu Ban; Huanhuan Chen (IEEE Trans. Neural Networks Learn. Syst., 2023)

A distribution-based representation of Knowledge Quality. - Xiangyu Wang 016; Taiyu Ban; Lyuzhou Chen; Muhammad Usman; Tianhao Wu; Qiuju Chen; Huanhuan Chen (Knowl. Based Syst., 2023)

Differentiable Structure Learning with Partial Orders. - Taiyu Ban; Lyuzhou Chen; Xiangyu Wang 016; Xin Wang 179; Derui Lyu; Huanhuan Chen (NeurIPS, 2024)

Leveraging Multisource Label Learning for Underground Object Recognition. - Derui Lyu; Lyuzhou Chen; Taiyu Ban; Xiangyu Wang 016; Qinrui Zhu; Xiren Zhou; Huanhuan Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Decentralised Knowledge Graph Evolution via Blockchain. - Xiangyu Wang 016; Taiyu Ban; Lyuzhou Chen; Muhammad Usman; Yifeng Guan; Derui Lyu; Jian Cheng 004; Huanhuan Chen; Cyril Leung; Chunyan Miao (IEEE Trans. Serv. Comput., 2024)

Quality Evaluation of Triples in Knowledge Graph by Incorporating Internal With External Consistency. - Taiyu Ban; Xiangyu Wang 016; Lyuzhou Chen; Xingyu Wu; Qiuju Chen; Huanhuan Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Research Ideas Discovery via Hierarchical Negative Correlation. - Lyuzhou Chen; Xiangyu Wang 016; Taiyu Ban; Muhammad Usman; Shikang Liu; Derui Lyu; Huanhuan Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Knowledge Verification From Data. - Xiangyu Wang 016; Taiyu Ban; Lyuzhou Chen; Xingyu Wu; Derui Lyu; Huanhuan Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Continuous Structure Constraint Integration for Robust Causal Discovery. - Lyuzhou Chen; Taiyu Ban; Derui Lyu; Yijia Sun; Kangtao Hu; Xiangyu Wang 016; Huanhuan Chen (AISTATS, 2025)

KiGRAS: Kinematic-Driven Generative Model for Realistic Agent Simulation. - Jianbo Zhao; Jiaheng Zhuang; Qibin Zhou; Taiyu Ban; Ziyao Xu 003; Hangning Zhou; Junhe Wang; Guoan Wang; Zhiheng Li 001; Bin Li 025 (IEEE Robotics Autom. Lett., 2025)

DRoPE: Directional Rotary Position Embedding for Efficient Agent Interaction Modeling. - Jianbo Zhao; Taiyu Ban; Zhihao Liu; Hangning Zhou; Xiyang Wang 002; Qibin Zhou; Hailong Qin; Mu Yang; Lei Liu 029; Bin Li 025 (CoRR, 2025)

Clinical causal analysis via iterative active structure learning. - Zhenchao Tao; Meiyan Chi; Lyuzhou Chen; Taiyu Ban; Qiang Tu; Fei Gao; Wei Wang (Memetic Comput., 2025)

LLM-Driven Causal Discovery via Harmonized Prior. - Taiyu Ban; Lyuzhou Chen; Derui Lyu; Xiangyu Wang 016; Qinrui Zhu; Huanhuan Chen (IEEE Trans. Knowl. Data Eng., 2025)

Autoregressive Meta-Actions for Unified Controllable Trajectory Generation. - Jianbo Zhao; Taiyu Ban; Xiyang Wang 002; Qibin Zhou; Hangning Zhou; Zhihao Liu; Mu Yang; Lei Liu 029; Bin Li 025 (CoRR, 2025)

Large-Scale Hierarchical Causal Discovery via Weak Prior Knowledge. - Xiangyu Wang 016; Taiyu Ban; Lyuzhou Chen; Derui Lyu; Qinrui Zhu; Huanhuan Chen (IEEE Trans. Knowl. Data Eng., 2025)

Harnessing the Power of Knowledge Graphs to Improve Causal Discovery. - Taiyu Ban; Xiangyu Wang 016; Lyuzhou Chen; Derui Lyu; Xi Fan; Huanhuan Chen (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Improving knowledge graphs via data-based causal structures. - Derui Lyu; Xiangyu Wang 016; Lyuzhou Chen; Taiyu Ban; Kaiming Xiao; Lihua Liu 002 (Knowl. Inf. Syst., 2025)