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)

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

Constructing a Knowledge-Guided Mental Health Chatbot with LLMs. - Xi Fan; Lishan Yang; Xiangyu Wang 016; Derui Lyu; Huanhuan Chen (ACML, 2024)

Multi-Model Consistency for LLMs' Evaluation. - Qinrui Zhu; Derui Lyu; Xi Fan; Xiangyu Wang 016; Qiang Tu; Yibin Zhan; Huanhuan Chen (IJCNN, 2024)

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)

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)

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)

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)