Taiyu Ban

31 papers A* 4A 1Journal 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autoregressive Meta-Actions for Unified Controllable Trajectory Generation in Autonomous Driving.
IEEE Robotics Autom. Lett.
Jianbo Zhao, Taiyu Ban, Xiyang Wang, Qibin Zhou, Hangning Zhou, Zhihao Liu, Xiangjie Li, Lei Liu, Bin Li
2026 A* conf
Counterfactual-Driven Zero-Shot Classifier Expansion.
AAAI
Xiangyu Wang, Yanze Gao, Changxin Rong, Lyuzhou Chen, Derui Lyu, Xiren Zhou, Taiyu Ban, Huanhuan Chen
2025 J jnl
Autoregressive End-to-End Planning with Time-Invariant Spatial Alignment and Multi-Objective Policy Refinement.
CoRR
Jianbo Zhao, Taiyu Ban, Xiangjie Li, Xingtai Gui, Hangning Zhou, Lei Liu, Hongwei Zhao, Bin Li
2025 J jnl
Autoregressive Meta-Actions for Unified Controllable Trajectory Generation.
CoRR
Jianbo Zhao, Taiyu Ban, Xiyang Wang, Qibin Zhou, Hangning Zhou, Zhihao Liu, Mu Yang, Lei Liu, Bin Li
2025 J jnl
Clinical causal analysis via iterative active structure learning.
Memetic Comput.
Zhenchao Tao, Meiyan Chi, Lyuzhou Chen, Taiyu Ban, Qiang Tu, Fei Gao, Wei Wang
2025 A conf
Continuous Structure Constraint Integration for Robust Causal Discovery.
AISTATS
Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yijia Sun, Kangtao Hu, Xiangyu Wang, Huanhuan Chen
2025 J jnl
DRoPE: Directional Rotary Position Embedding for Efficient Agent Interaction Modeling.
CoRR
Jianbo Zhao, Taiyu Ban, Zhihao Liu, Hangning Zhou, Xiyang Wang, Qibin Zhou, Hailong Qin, Mu Yang, Lei Liu, Bin Li
2025 A* conf
Differentiable Structure Learning with Ancestral Constraints.
ICML
Taiyu Ban, Changxin Rong, Xiangyu Wang, Lyuzhou Chen, Xin Wang, Derui Lyu, Qinrui Zhu, Huanhuan Chen
2025 A* conf
Expanding the Category of Classifiers with LLM Supervision.
IJCAI
Derui Lyu, Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xiren Zhou, Huanhuan Chen
2025 J jnl
Harnessing the Power of Knowledge Graphs to Improve Causal Discovery.
IEEE Trans. Emerg. Top. Comput. Intell.
Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Derui Lyu, Xi Fan, Huanhuan Chen
2025 J jnl
Improving knowledge graphs via data-based causal structures.
Knowl. Inf. Syst.
Derui Lyu, Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Kaiming Xiao, Lihua Liu
2025 J jnl
Integrating Large Language Model for Improved Causal Discovery.
IEEE Trans. Artif. Intell.
Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Qiang Tu, Huanhuan Chen
2025 J jnl
KiGRAS: Kinematic-Driven Generative Model for Realistic Agent Simulation.
IEEE Robotics Autom. Lett.
Jianbo Zhao, Jiaheng Zhuang, Qibin Zhou, Taiyu Ban, Ziyao Xu, Hangning Zhou, Junhe Wang, Guoan Wang, Zhiheng Li, Bin Li
2025 J jnl
LLM-Driven Causal Discovery via Harmonized Prior.
IEEE Trans. Knowl. Data Eng.
Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Huanhuan Chen
2025 J jnl
Large-Scale Hierarchical Causal Discovery via Weak Prior Knowledge.
IEEE Trans. Knowl. Data Eng.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Derui Lyu, Qinrui Zhu, Huanhuan Chen
2025 J jnl
Mitigating Prior Errors in Causal Structure Learning: A Resilient Approach via Bayesian Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Derui Lyu, Huanhuan Chen
2024 J jnl
Decentralised Knowledge Graph Evolution via Blockchain.
IEEE Trans. Serv. Comput.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Muhammad Usman, Yifeng Guan, Derui Lyu, Jian Cheng, Huanhuan Chen, Cyril Leung, Chunyan Miao
2024 A* conf
Differentiable Structure Learning with Partial Orders.
NeurIPS
Taiyu Ban, Lyuzhou Chen, Xiangyu Wang, Xin Wang, Derui Lyu, Huanhuan Chen
2024 J jnl
KiGRAS: Kinematic-Driven Generative Model for Realistic Agent Simulation.
CoRR
Jianbo Zhao, Jiaheng Zhuang, Qibin Zhou, Taiyu Ban, Ziyao Xu, Hangning Zhou, Junhe Wang, Guoan Wang, Zhiheng Li, Bin Li
2024 J jnl
Knowledge Verification From Data.
IEEE Trans. Neural Networks Learn. Syst.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xingyu Wu, Derui Lyu, Huanhuan Chen
2024 J jnl
Leveraging Multisource Label Learning for Underground Object Recognition.
IEEE Trans. Geosci. Remote. Sens.
Derui Lyu, Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Qinrui Zhu, Xiren Zhou, Huanhuan Chen
2024 J jnl
Quality Evaluation of Triples in Knowledge Graph by Incorporating Internal With External Consistency.
IEEE Trans. Neural Networks Learn. Syst.
Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Xingyu Wu, Qiuju Chen, Huanhuan Chen
2024 J jnl
Research Ideas Discovery via Hierarchical Negative Correlation.
IEEE Trans. Neural Networks Learn. Syst.
Lyuzhou Chen, Xiangyu Wang, Taiyu Ban, Muhammad Usman, Shikang Liu, Derui Lyu, Huanhuan Chen
2023 J jnl
A distribution-based representation of Knowledge Quality.
Knowl. Based Syst.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Muhammad Usman, Tianhao Wu, Qiuju Chen, Huanhuan Chen
2023 J jnl
Accurate Label Refinement From Multiannotator of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yifeng Guan, Xingyu Wu, Xiren Zhou, Huanhuan Chen
2023 J jnl
Causal Structure Learning Supervised by Large Language Model.
CoRR
Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Huanhuan Chen
2023 J jnl
Feature Selection in the Data Stream Based on Incremental Markov Boundary Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xingyu Wu, Bingbing Jiang, Xiangyu Wang, Taiyu Ban, Huanhuan Chen
2023 J jnl
From Query Tools to Causal Architects: Harnessing Large Language Models for Advanced Causal Discovery from Data.
CoRR
Taiyu Ban, Lyuzhou Chen, Xiangyu Wang, Huanhuan Chen
2023 J jnl
Knowledge Extraction From National Standards for Natural Resources: A Method for Multi-Domain Texts.
J. Database Manag.
Taiyu Ban, Xiangyu Wang, Xin Wang, Jiarun Zhu, Lvzhou Chen, Yizhan Fan
2023 J jnl
Mitigating Prior Errors in Causal Structure Learning: Towards LLM driven Prior Knowledge.
CoRR
Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Derui Lyu, Huanhuan Chen
2022 J jnl
Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches.
IEEE J. Biomed. Health Informatics
Xiangyu Wang, Yuan Li, Taiyu Ban, Jiarun Zhu, Lyuzhou Chen, Muhammad Usman, Xin Wang, Huanhuan Chen, Xiaomei Chen, Cyril Leung, Chunyan Miao