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2020 – today
- 2025
[j16]Derui Lyu, Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Kaiming Xiao, Lihua Liu:
Improving knowledge graphs via data-based causal structures. Knowl. Inf. Syst. 67(8): 6505-6523 (2025)- [j15]Zhenchao Tao, Meiyan Chi, Lyuzhou Chen, Taiyu Ban, Qiang Tu, Fei Gao, Wei Wang:
Clinical causal analysis via iterative active structure learning. Memetic Comput. 17(1): 7 (2025) - [j14]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. IEEE Robotics Autom. Lett. 10(2): 1082-1089 (2025) - [j13]Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Derui Lyu, Xi Fan, Huanhuan Chen:
Harnessing the Power of Knowledge Graphs to Improve Causal Discovery. IEEE Trans. Emerg. Top. Comput. Intell. 9(3): 2256-2268 (2025) - [j12]Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Huanhuan Chen:
LLM-Driven Causal Discovery via Harmonized Prior. IEEE Trans. Knowl. Data Eng. 37(4): 1943-1960 (2025) - [j11]Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Derui Lyu, Qinrui Zhu, Huanhuan Chen:
Large-Scale Hierarchical Causal Discovery via Weak Prior Knowledge. IEEE Trans. Knowl. Data Eng. 37(5): 2695-2711 (2025) - [c3]Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yijia Sun, Kangtao Hu, Xiangyu Wang, Huanhuan Chen:
Continuous Structure Constraint Integration for Robust Causal Discovery. AISTATS 2025: 3160-3168 - [c2]Derui Lyu, Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xiren Zhou, Huanhuan Chen:
Expanding the Category of Classifiers with LLM Supervision. IJCAI 2025: 5905-5913 - [i7]Jianbo Zhao, Taiyu Ban, Zhihao Liu, Hangning Zhou, Xiyang Wang, Qibin Zhou, Hailong Qin, Mu Yang, Lei Liu, Bin Li:
DRoPE: Directional Rotary Position Embedding for Efficient Agent Interaction Modeling. CoRR abs/2503.15029 (2025) - [i6]Jianbo Zhao, Taiyu Ban, Xiyang Wang, Qibin Zhou, Hangning Zhou, Zhihao Liu, Mu Yang, Lei Liu, Bin Li:
Autoregressive Meta-Actions for Unified Controllable Trajectory Generation. CoRR abs/2505.23612 (2025) - [i5]Jianbo Zhao, Taiyu Ban, Xiangjie Li, Xingtai Gui, Hangning Zhou, Lei Liu, Hongwei Zhao, Bin Li:
Autoregressive End-to-End Planning with Time-Invariant Spatial Alignment and Multi-Objective Policy Refinement. CoRR abs/2509.20938 (2025) - 2024
- [j10]Derui Lyu, Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Qinrui Zhu, Xiren Zhou, Huanhuan Chen:
Leveraging Multisource Label Learning for Underground Object Recognition. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j9]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): 1639-1650 (2024) - [j8]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): 1980-1992 (2024) - [j7]Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xingyu Wu, Derui Lyu, Huanhuan Chen:
Knowledge Verification From Data. IEEE Trans. Neural Networks Learn. Syst. 35(3): 4324-4338 (2024) - [j6]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): 169-182 (2024) - [c1]Taiyu Ban, Lyuzhou Chen, Xiangyu Wang, Xin Wang, Derui Lyu, Huanhuan Chen:
Differentiable Structure Learning with Partial Orders. NeurIPS 2024 - [i4]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 abs/2407.12940 (2024) - 2023
- [j5]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): 1-23 (2023) - [j4]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: 111054 (2023) - [j3]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: 1-13 (2023) - [j2]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): 6740-6754 (2023) - [i3]Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Derui Lyu, Huanhuan Chen:
Mitigating Prior Errors in Causal Structure Learning: Towards LLM driven Prior Knowledge. CoRR abs/2306.07032 (2023) - [i2]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 abs/2306.16902 (2023) - [i1]Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Huanhuan Chen:
Causal Structure Learning Supervised by Large Language Model. CoRR abs/2311.11689 (2023) - 2022
- [j1]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): 5883-5894 (2022)
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