Zhipeng Ma

54 papers A* 4A 1C 1Journal 33Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
A systematic data characteristic understanding framework towards physical-sensor big data challenges.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
An Automated Domain-Agnostic and Explainable Data Quality Assurance Framework for Energy Analytics and Beyond.
Inf.
Balázs András Tolnai, Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Anomaly detection for high-speed machining using hybrid regularized support vector data description.
Robotics Comput. Integr. Manuf.
Zhipeng Ma, Ming Zhao, Xuebin Dai, Yang Chen
2025 J jnl
DataPro - A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-Driving Project.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes.
Inf.
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2025 — conf
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation.
NAACL (Findings)
Runchuan Zhu, Xinke Jiang, Jiang Wu, Zhipeng Ma, Jiahe Song, Fengshuo Bai, Dahua Lin, Lijun Wu, Conghui He
2025 J jnl
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation.
CoRR
Runchuan Zhu, Zinco Jiang, Jiang Wu, Zhipeng Ma, Jiahe Song, Fengshuo Bai, Dahua Lin, Lijun Wu, Conghui He
2025 J jnl
Multi-Agent Multimodal Large Language Model Framework for Automated Interpretation of Fuel Efficiency Analytics in Public Transportation.
CoRR
Zhipeng Ma, Ali Rida Bahja, Andreas Burgdorf, André Pomp, Tobias Meisen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Rethinking Traffic Flow Forecasting: From Transition to Generatation.
CoRR
Shijiao Li, Zhipeng Ma, Huajun He, Haiyue Chen
2025 A conf
Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts.
CIKM
Chenyu Wu, Zhipeng Ma, Junbo Zhang, Songyu Ke, Yu Zheng
2025 J jnl
Uncovering Causal Drivers of Energy Efficiency for Industrial Process in Foundry via Time-Series Causal Inference.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 A* conf
Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning.
AAAI
Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He
2024 J jnl
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series.
CoRR
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert H. Schmitt
2024 J jnl
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 J jnl
A systematic data characteristic understanding framework towards physical-sensor big data challenges.
J. Big Data
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Michelle Levesque, Mouloud Amazouz, Zheng Grace Ma
2024 — conf
Data-Driven Digital Twin Based Energy Flexibility Investigation for Commercial Greenhouse Production Process.
EPIA (1)
Daniel Anthony Howard, Magnus Værbak, Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 — conf
Data-Driven Digital Twin for Foundry Production Process: Facilitating Best Practice Operations Investigation and Impact Analysis.
EI.A (1)
Daniel Anthony Howard, Magnus Værbak, Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 — conf
DataPro - A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-Driving Project.
EI.A (1)
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Eco-driving Intelligent Systems and Algorithms: A Patent Review.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 — conf
Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering.
EPIA (2)
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 A* conf
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning.
WWW
Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong
2024 J jnl
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning.
CoRR
Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong
2024 J jnl
Novel Approach for Partial Discharge Localization Based on Fiber-Optic F-P Sensing Array and Modified TDOA in a 110-kV Transformer.
IEEE Trans. Instrum. Meas.
Zhixian Zhang, Weigen Chen, Kejie Wu, Hong Liu, Xingang Chen, Tianyan Jiang, Zhipeng Ma, Wenlin Feng
2024 J jnl
Physics-Inspired Sparse Voiceprint Sensing for Bearing Fault Diagnosis.
IEEE Trans. Ind. Informatics
Zhipeng Ma, Ming Zhao, Shudong Ou, Biao Ma, Yue Zhang
2024 J jnl
SwinFG: A fine-grained recognition scheme based on swin transformer.
Expert Syst. Appl.
Zhipeng Ma, Xiaoyu Wu, Anzhuo Chu, Lei Huang, Zhiqiang Wei
2024 J jnl
Utilize the Flow before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning.
CoRR
Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He
2024 J jnl
ZoomViT: an observation behavior-based fine-grained recognition scheme.
Neural Comput. Appl.
Zhipeng Ma, Yongquan Yang, Haicheng Wang, Lei Huang, Zhiqiang Wei
2023 J jnl
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series.
Symmetry
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert H. Schmitt
2023 C conf
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications.
IECON
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2023 J jnl
A hybrid method of time series forecasting based on information granulation and dynamic selection strategy.
J. Intell. Fuzzy Syst.
Zhipeng Ma, Hongyue Guo, Lidong Wang
2023 J jnl
An integrated monitoring scheme for wind turbine main bearing using acoustic emission.
Signal Process.
Zhipeng Ma, Ming Zhao, Mourui Luo, Chao Gou, Guanji Xu
2023 — conf
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies.
EI.A
Zhipeng Ma, Bo Nørregaard Jørgensen, Michelle Levesque, Mouloud Amazouz, Zheng Ma
2023 A* conf
SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records.
KDD
Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng
2022 — conf
A linear model for multiple degree-of-freedom weakly coupled resonators based accelerometers.
NEMS
Boyi Zhu, Jiayue Lou, Li Tang, Zhipeng Ma
2022 — conf
Fuzzy sliding-mode control of the electrostatically tuned quasi-zero stiffness MEMS accelerometer.
NEMS
Ziyi Ye, Zhipeng Ma, Yixuan Guo, Yiming Jin, Tengfei Zhang, Xudong Zheng, Zhonghe Jin
2022 J jnl
Health Monitoring of Rotating Machinery Using Probabilistic Time Series Model.
IEEE Trans. Instrum. Meas.
Zhipeng Ma, Ming Zhao, Chao Gou
2022 A* conf
Service Time Prediction for Delivery Tasks via Spatial Meta-Learning.
KDD
Sijie Ruan, Cheng Long, Zhipeng Ma, Jie Bao, Tianfu He, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng
2022 — conf
Temperature drift compensation of a tuned low stiffness MEMS accelerometer based on double-sided parallel plates.
NEMS
Tengfei Zhang, Zhipeng Ma, Yiming Jin, Ziyi Ye, Xudong Zheng, Zhonghe Jin
2021 — conf
A sub-0.1°/h bias-instability MEMS gyroscope using resonant constant-frequency driving technique.
IEEE SENSORS
Haibin Wu, Xudong Zheng, Yaojie Shen, Xuetong Wang, Zhonghe Jin, Zhipeng Ma
2021 — conf
Linear stiffness tuning of MEMS triangular capacitors.
NEMS
Yiming Jin, Zhipeng Ma, Yixuan Guo, Tengfei Zhang, Xudong Zheng, Zhonghe Jin
2021 J jnl
Research on 3D model reconstruction based on a sequence of cross-sectional images.
Mach. Vis. Appl.
Zhiguo Dong, Xiaobo Wu, Zhipeng Ma
2020 J jnl
Effect of Thickness on the Space Charge Behavior and DC Breakdown Strength of Cross-Linked Polyethylene Insulation.
IEEE Access
Zhipeng Ma, Lijun Yang, Muhammad Shoaib Bhutta, Haoran Bian, Muhammad Zeeshan Khan
2020 J jnl
From Polynomial Fitting to Kernel Ridge Regression: A Generalized Difference Filter for Encoder Signal Analysis.
IEEE Trans. Instrum. Meas.
Ming Zhao, Zhipeng Ma
2020 J jnl
Loss Simulation Analysis and Optimization of U-Groove Leaky Coaxial Cable.
J. Electr. Comput. Eng.
Junguo Gao, Zhipeng Ma, Wenhua Yang, Xiaohong Zhang
2020 — conf
embARC MLI based Design and Implementation of Real-time Keyword Spotting.
ICIT
Dawei Tian, Zhipeng Ma, Dingxin He, Liangliang Lu
2019 J jnl
An Improved IPM for Life Estimation of XLPE Under DC Stress Accounting for Space-Charge Effects.
IEEE Access
Zhipeng Ma, Lijun Yang, Haoran Bian, Muhammad Shoaib Bhutta, Pengfei Xu
2019 J jnl
Analysis of Free Energy Increment for Insulation Aging in Crosslinked Polyethylene DC Cable.
IEEE Access
Haoran Bian, Lijun Yang, Qin Hu, Jie Zhang, Zhipeng Ma, Bangfei Deng, Haibing Zhang
2018 — conf
A Novel Amplitude-Phase Information Extraction Architecture for MEMS Vibratory Gyroscopes Using a Modified Double Side-Band Demodulation Configuration.
IEEE SENSORS
Haibin Wu, Xudong Zheng, Yiyu Lin, Zhipeng Ma, Zhonghe Jin
2017 — conf
Formation of gold nanoparticle dimers on silicon by sacrificial DNA origami technique.
NEMS
Naoki Yamashita, Zhipeng Ma, Seongsu Park, Yoshikazu Hirai, Toshiyuki Tsuchiya, Osamu Tabata, Kentaro Kawai
2015 — conf
Direct characterization of radial modulus of DNA nanotube by AFM nanoindentation.
NEMS
Zhipeng Ma, Young-Joo Kim, Seongsu Park, Yoshikazu Hirai, Toshiyuki Tsuchiya, Do-Nyum Kim, Osamu Tabata