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任磊 封面图

任磊 (Lei Ren)

beihang university

44H指数
213论文数
8.5K被引数
收录论文 83
发表时间
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DTAgent: Dynamic Time-Series Agent for Industrial Anomaly DetectionDTAgent: 工业异常检测的动态时间序列智能体
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-09-22
err0
PREAI
errLei Ren; Jingwei Guo; Haiteng Wang; Yusheng Kong; Shixiang Li
err分享
err收藏
Handling Workspace Constraints and Action Coupling: A Hierarchical Control Framework With Vision-Language Reasoning for Random Assembly处理工作空间约束和动作耦合：一种基于视觉-语言推理的随机装配分层控制框架
errIEEE Transactions on Industrial Electronics
IF7.2
err2026-09-11
err0
PREAI
errJunnan Zhang; Chaoxu Mu; Ke Wang; Lei Ren; Xin Xu
err分享
err收藏
Variance-adaptive distributional soft actor-critic with expected-value targets and dual-priority replay方差自适应分布式软演员-评论家算法，结合期望值目标和双优先级回放
errNeurocomputing
IF6.5
err2026-08-19
err0
PREAI
errSihui Zhou; Wei Gao; Ziyue Cao; Kunyang Wang; Zhihui Qian; Lei Ren; Miaolei Zhou
err分享
err收藏
Drone Rostering Using an Evolving Hyper-Heuristic Algorithm With Average Fitness-Based Population Pruning基于平均适应度种群修剪的进化超启发式算法无人机排班
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-07-24
err0
PREAI
errSiyuan Jin; Yuanjun Laili; Ke Hu; Lei Ren; Lin Zhang
err分享
err收藏
A KNN-Multiplicative Score Approach for Blade Impact Fault Detection of Tidal Current Turbines基于KNN-乘积得分方法的潮流能涡轮机叶片碰撞故障检测
errJournal of Marine Science and Engineering
IF2.8
err2026-04-21
err0
errOAAI
errLei Ren; Tianzhen Wang; Christophe Claramunt
err分享
err收藏
An SFDPose network with credible evolution mechanism for digital twin systems in industrial applications一种带有可信演化机制用于工业应用中数字孪生系统的SFDPose网络
errJournal of Manufacturing Systems
IF14.2
err2026-02-27
err0
PREAI
errHongbo Cheng; Yiming Qiao; Lin Zhang; Yongkui Liu; Lei Ren; Kunyu Wang; Qingsha S. Cheng; Xiaokang Zhou; M. Jamal Deen
err分享
err收藏
Distributed Flexible Job Shop Scheduling With Heterogeneous Transportation Resources Constraints via Deep Reinforcement Learning and Graph Neural Network分布式柔性作业车间调度与异构运输资源约束的深度强化学习与图神经网络方法
errieee transactions on systems, man, and cybernetics: systems
IF0
err2026-01-29
err0
PREAI
errKaikai Zhu; Xiaobin Li; Pei Jiang; Min Cheng; Yuanqing Wu; Kaizhou Gao; Lei Ren
err分享
err收藏
Integrated Task and Motion Planner Using Hierarchical Reinforcement Learning for Multi-Robot Collaboration基于分层强化学习的多机器人协作集成任务与运动规划器
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-01-01
err0
PREAI
errJunnan Zhang; Chaoxu Mu; Ke Wang; Lei Ren
err分享
err收藏
A Self-Supervised CAD Sequence Generation Framework for Modeling Process Discovery一种用于建模过程发现的自我监督CAD序列生成框架
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-12-22
err0
PREAI
errYuqing Wang; Lei Ren; Haiteng Wang
err分享
err收藏
AMR-Net: Adaptive Temporal-Channel Multiresolution Network for Industrial Time-Series PredictionAMR-Net：用于工业时间序列预测的自适应时空多分辨率网络
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-12-19
err0
PREAI
errHaiteng Wang; Lei Ren; Tuo Zhao
err分享
err收藏
A Hierarchical Vision-Language and Reinforcement Learning Framework for Robotic Task and Motion Planning in Collaborative Manipulation一种用于协作操作中机器人任务与运动规划的层次化视觉-语言与强化学习框架
errIEEE Robotics and Automation Letters
IF5.3
err2025-11-06
err0
PREAI
errJunnan Zhang; Chaoxu Mu; Xin Xu; Lei Ren
err分享
err收藏
TKDA: A Tensor-Based Knowledge Distillation Approach of Anomaly Detection for Industrial Cyber-Physical IntelligenceTKDA：一种基于张量的异常检测知识蒸馏方法，用于工业信息物理智能
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-08-20
err0
PREAI
errXiaokang Wang; Weiping Fang; Songhe Yuan; Lei Ren; Laurence T. Yang; M. Jamal Deen
err分享
err收藏
Collaborative task scheduling in IIoT: A comparative study of evolutionary algorithms and deep reinforcement learning工业物联网中的协同任务调度：进化算法与深度强化学习的比较研究
errJournal of Industrial Information Integration
IF11.6
err2025-08-18
err0
PREAI
errZhen Chen; Xiaohan Wang; Yuanjun Laili; Lin Zhang; Wentong Cai; Lei Ren; Zhihao Liu
err分享
err收藏
DADN: A Dynamic Anomaly Detection Network for Multivariate Time Series Data of the Industrial Internet of ThingsDADN：一种用于工业物联网多变量时间序列数据动态异常检测网络
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-08-01
err0
PREAI
errYusheng Kong; Jingwei Guo; Lei Ren; Guoliang Kang; Yazhe Wang; Jinhu Lü
err分享
err收藏
CoLLM: Industrial Large–Small Model Collaboration With Fuzzy Decision-Making Agent and Self-Reflection
errIEEE Transactions on Fuzzy Systems
IF11.9
err2025-07-31
err0
errOAAI
errHaiteng Wang; Lei Ren; Tuo Zhao; Lu Jiao
err分享
err收藏
FDformer: A Fuzzy Dynamic Transformer-Based Network for Efficient Industrial Time Series PredictionFDformer：一种基于模糊动态Transformer的高效工业时间序列预测网络
errIEEE Transactions on Fuzzy Systems
IF11.9
err2025-07-01
err0
PREAI
errLei Ren; Tuo Zhao; Haiteng Wang
err分享
err收藏
Interleaving and cross-attention presents efficient knowledge graph embedding交错和交叉注意力提出了有效的知识图谱嵌入
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-05-01
err0
PREAI
errWu, Jinwang; Laili, Yuanjun; Qi, Chengwen; Li, Zhuoqun; Ren, Lei
err分享
err收藏
Communication Intensive Task Offloading With IDMZ for Secure Industrial Edge Computing基于IDMZ的高通信密集型任务卸载安全工业边缘计算
errIEEE Transactions on Cloud Computing
IF5
err2025-04-01
err0
PREAI
errYuanjun Laili; Jiabei Gong; Yusheng Kong; Fei Wang; Lei Ren; Lin Zhang
err分享
err收藏
Foundation Models for the Process Industry: Challenges and Opportunities流程工业中的基础模型：挑战与机遇
errEngineering
IF11.6
err2025-03-27
err0
errOAAI
errLei Ren; Haiteng Wang; Yuqing Wang; Keke Huang; Lihui Wang; Bohu Li
err分享
err收藏
A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction基于轻量级分组变压器的边缘智能时序约简网络及其在工业RUL预测中的应用
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-02-01
err2
PREAI
errRen, Lei; Wang, Haiteng; Mo, Tingyu; Yang, Laurence T.
err分享
err收藏

研究方向

大数据审计、内部审计治理、智能风险管理、内部控制评价等
合作学者
合作期刊
王丽辉 封面图
王丽辉 (Lihui Wang)
H 指数: 98 · 论文数: 1.5K
L
Laurence T. Yang
H 指数: 94 · 论文数: 1.3K
J
Jinhu Lü
H 指数: 89 · 论文数: 826
M
M. Jamal Deen
H 指数: 79 · 论文数: 812
王浩 封面图
王浩 (Hao Wang)
H 指数: 76 · 论文数: 2.0K
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