Zhiwei Han

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Textured Surfaces

Reinforcement Learning

Control Strategy

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Hui Wang, Zhigang Liu, Zhiwei Han, Yanbo Wu, Derong Liu
Rapid Adaptation for Active Pantograph Control in High-Speed Railway via Deep Meta Reinforcement Learning. IEEE Trans. Cybern. 54 (5) (2024)
Hui Wang, Zhiwei Han, Wenqiang Liu, Yanbo Wu
A Reinforcement Learning-Based Pantograph Control Strategy for Improving Current Collection Quality in High-Speed Railways. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Hui Wang, Zhigang Liu, Guiyang Hu, Xufan Wang, Zhiwei Han
Offline Meta-Reinforcement Learning for Active Pantograph Control in High-Speed Railways. IEEE Trans. Ind. Informatics 20 (8) (2024)
Stefan Matthes, Zhiwei Han, Hao Shen
Towards a Unified Framework of Contrastive Learning for Disentangled Representations. NeurIPS (2023)
Hui Wang, Zhiwei Han, Zhigang Liu, Yanbo Wu
Deep Reinforcement Learning Based Active Pantograph Control Strategy in High-Speed Railway. IEEE Trans. Veh. Technol. 72 (1) (2023)
Stefan Matthes, Zhiwei Han, Hao Shen
Towards a Unified Framework of Contrastive Learning for Disentangled Representations. CoRR (2023)
Yujing Zhang, Junping Zhong, Zhigang Liu, Zhiwei Han
ECF-STPM: A Robust Crack Detection Method for Railway Catenary Components. IEEE Trans. Instrum. Meas. 72 (2023)
Pierpaolo Resce, Lukas Vorwerk, Zhiwei Han, Giuliano Cornacchia, Omid Isfahani Alamdari, Mirco Nanni, Luca Pappalardo, Daniel Weimer, Yuanting Liu
Connected vehicle simulation framework for parking occupancy prediction (demo paper). SIGSPATIAL/GIS (2022)
Muhammad Umer Anwaar, Zhiwei Han, Shyam Arumugaswamy, Rayyan Ahmad Khan, Thomas Weber, Tianming Qiu, Hao Shen, Yuanting Liu, Martin Kleinsteuber
On Leveraging the Metapath and Entity Aware Subgraphs for Recommendation. MCFR@MM (2022)
Ranran Zhao, Zhiwei Han, Zhigang Liu, Hui Wang, Junping Zhong
A Location-Enhanced and Multiscale-Friendly Crowd Detecting Approach for Tram. IEEE Trans. Instrum. Meas. 71 (2022)
Yuyang Li, Zhiwei Han, Zhigang Liu, Hui Wang, Chengxi You, Wenqiang Liu
A Multilevel Feature and Structure Prior Information-Based Positioning Approach for Catenary Support Components. IEEE Trans. Instrum. Meas. 70 (2021)
Wenqiang Liu, Zhigang Liu, Qiao Li, Zhiwei Han, Alfredo Núñez
High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data. IEEE Trans. Instrum. Meas. 70 (2021)
Rayyan Ahmad Khan, Muhammad Umer Anwaar, Omran Kaddah, Zhiwei Han, Martin Kleinsteuber
Unsupervised Learning of Joint Embeddings for Node Representation and Community Detection. ECML/PKDD (2) (2021)
Junping Zhong, Zhigang Liu, Hongrui Wang, Wenqiang Liu, Cheng Yang, Zhiwei Han, Alfredo Núñez
A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization. IEEE Trans. Instrum. Meas. 70 (2021)
Xinyi Hu, Zhengming Zhang, Zhouyong Liu, Zhiwei Han, Luxi Yang
Reducing Adversarial Examples Through Boundary Methods. CICAI (2) (2021)
Zhiwei Han, Changjiang Yang, Zhigang Liu
Cantilever Structure Segmentation and Parameters Detection Based on Concavity and Convexity of 3-D Point Clouds. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Wenqiang Liu, Zhigang Liu, Hui Wang, Zhiwei Han
An Automated Defect Detection Approach for Catenary Rod-Insulator Textured Surfaces Using Unsupervised Learning. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Yang Lyu, Zhiwei Han, Junping Zhong, Changjiang Li, Zhigang Liu
A Generic Anomaly Detection of Catenary Support Components Based on Generative Adversarial Networks. IEEE Trans. Instrum. Meas. 69 (5) (2020)
Zhigang Liu, Kai Liu, Junping Zhong, Zhiwei Han, Wenxuan Zhang
A High-Precision Positioning Approach for Catenary Support Components With Multiscale Difference. IEEE Trans. Instrum. Meas. 69 (3) (2020)
Thomas Weber, Zhiwei Han, Stefan Matthes, Heinrich Hußmann, Yuanting Liu
Draw with Me: Human-in-the-Loop for Image Restoration. KI (2020)
Hong Chen, Wenqian Yu, Zhigang Liu, Qixiang Yan, Ibrahim Adamu Tasiu, Zhiwei Han
Low-Frequency Instability Induced by Hopf Bifurcation in a Single-Phase Converter Connected to Non-Ideal Power Grid. IEEE Access 8 (2020)
Guoqing Xia, Xinwei Wang, Bo Zhao, Zhiwei Han, Linhe Zheng
Adaptive Neural Path Following Control of Underactuated Surface Vessels With Input Saturation. IEEE Access 8 (2020)
Zhigang Liu, Yang Lyu, Liyou Wang, Zhiwei Han
Detection Approach Based on an Improved Faster RCNN for Brace Sleeve Screws in High-Speed Railways. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Wenqiang Liu, Zhigang Liu, Alfredo Núñez, Zhiwei Han
Unified Deep Learning Architecture for the Detection of All Catenary Support Components. IEEE Access 8 (2020)
Soeren Klingner, Zhiwei Han, Yuanting Liu, Fan Fan, Bashar Altakrouri, Bruno Michel, Jonas R. M. Weiss, Arvind Sridhar, Sophie Mai Chau
Firefighter Virtual Reality Simulation for Personalized Stress Detection. KI (2020)
Guoqing Xia, Zhiwei Han, Bo Zhao, Xinwei Wang
Local Path Planning for Unmanned Surface Vehicle Collision Avoidance Based on Modified Quantum Particle Swarm Optimization. Complex. 2020 (2020)
Guoqin Xia, Zhiwei Han, Bo Zhao, Xinwei Wang
Unmanned Surface Vehicle Collision Avoidance Trajectory Planning in an Uncertain Environment. IEEE Access 8 (2020)
Zhiwei Han, Muhammad Umer Anwaar, Shyam Arumugaswamy, Thomas Weber, Tianming Qiu, Hao Shen, Yuanting Liu, Martin Kleinsteuber
Metapath- and Entity-aware Graph Neural Network for Recommendation. CoRR (2020)
Thomas Weber, Heinrich Hußmann, Zhiwei Han, Stefan Matthes, Yuanting Liu
Draw with me: human-in-the-loop for image restoration. IUI (2020)
Junping Zhong, Zhigang Liu, Zhiwei Han, Ye Han, Wenxuan Zhang
A CNN-Based Defect Inspection Method for Catenary Split Pins in High-Speed Railway. IEEE Trans. Instrum. Meas. 68 (8) (2019)
Yang Lyu, Zhiwei Han, Junping Zhong, Changjiang Li, Zhigang Liu
A GAN-Based Anomaly Detection Method for Isoelectric Line in High-Speed Railway. I2MTC (2019)
Zhiwei Han, Thomas Weber, Stefan Matthes, Yuanting Liu, Hao Shen
Interactive Image Restoration. CoRR (2019)
Matthias Schmidmaier, Zhiwei Han, Thomas Weber, Yuanting Liu, Heinrich Hußmann
Real-Time Personalization in Adaptive IDEs. UMAP (Adjunct Publication) (2019)
Zhigang Liu, Liyou Wang, Changjiang Li, Zhiwei Han
A High-Precision Loose Strands Diagnosis Approach for Isoelectric Line in High-Speed Railway. IEEE Trans. Ind. Informatics 14 (3) (2018)
Junwen Chen, Zhigang Liu, Hongrui Wang, Alfredo Núñez, Zhiwei Han
Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network. IEEE Trans. Instrum. Meas. 67 (2) (2018)
Zhigang Liu, Wenqiang Liu, Zhiwei Han
A High-Precision Detection Approach for Catenary Geometry Parameters of Electrical Railway. IEEE Trans. Instrum. Meas. 66 (7) (2017)
Hongrui Wang, Zhigang Liu, Yang Song, Xiaobing Lu, Zhiwei Han, Jing Zhang, Ying Wang
Detection of Contact Wire Irregularities Using a Quadratic Time-Frequency Representation of the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. 65 (6) (2016)
Zhigang Liu, Zhiwei Han, Yang Zhang, Qiaoge Zhang
Multiwavelet Packet Entropy and its Application in Transmission Line Fault Recognition and Classification. IEEE Trans. Neural Networks Learn. Syst. 25 (11) (2014)
Zhigang Liu, Zhiwei Han
Fault diagnosis of electric railway traction substation with model-based relation guiding algorithm. Expert Syst. Appl. 41 (4) (2014)
Zhigang Liu, Qiaoge Zhang, Zhiwei Han, Gang Chen
A new classification method for transient power quality combining spectral kurtosis with neural network. Neurocomputing 125 (2014)
Xiaofan Lu, Zhigang Liu, Zhiwei Han, Feng Wu
A Parallel Wavelet Algorithm Based on Multi-core System and Its Application in the Massive Data Compression. ISNN (3) (2011)
Zhiwei Han
and relevant gaseous species in East Asia during spring 2001. Environ. Model. Softw. 22 (9) (2007)
Meigen Zhang, Yifen Pu, Renjian Zhang, Zhiwei Han
Simulation of sulfur transport and transformation in East Asia with a comprehensive chemical transport model. Environ. Model. Softw. 21 (6) (2006)