Mengxi Liu

According to our database, Mengxi Liu authored at least 48 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SDDT-SR: A Scale-Decoupling Super-Resolution Network With Domain Transfer for Heterogeneous Images.

Simin Lin, Jiangdi Ru, Jiaqi Li, Keyao Wen, Mengxi Liu, Qian Shi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey.

Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2024

A Memory-Guided Network and a Novel Dataset for Cropland Semantic Change Detection.

Mengxi Liu, Simin Lin, Yutong Zhong, Qian Shi, Jiaqi Li

IEEE Trans. Geosci. Remote. Sens., 2024

Fine-Grained Urban Village Extraction by Mask Transformer From High-Resolution Satellite Images in Pearl River Delta.

Zhuoqun Chai, Mengxi Liu, Qian Shi, Yuanyuan Zhang, Minglin Zuo, Da He

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Energy-efficient, low-latency, and non-contact eye blink detection with capacitive sensing.

Mengxi Liu, Sizhen Bian, Zimin Zhao, Bo Zhou, Paul Lukowicz

Frontiers Comput. Sci., 2024

Enhancing Interpretability Through Loss-Defined Classification Objective in Structured Latent Spaces.

Daniel Geissler, Bo Zhou, Mengxi Liu, Paul Lukowicz

CoRR, 2024

Towards certifiable AI in aviation: landscape, challenges, and opportunities.

Hymalai Bello, Daniel Geißler, Lala Shakti Swarup Ray, Stefan Müller-Divéky, Peter Müller, Shannon Kittrell, Mengxi Liu, Bo Zhou, Paul Lukowicz

CoRR, 2024

ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based Human Activity Recogntion.

Lala Shakti Swarup Ray, Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz

CoRR, 2024

Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition.

Mengxi Liu, Daniel Geißler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz

CoRR, 2024

CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition.

Mengxi Liu, Zimin Zhao, Daniel Geißler, Bo Zhou, Sungho Suh, Paul Lukowicz

CoRR, 2024

iMove: Exploring Bio-Impedance Sensing for Fitness Activity Recognition.

Mengxi Liu, Vítor Fortes Rey, Yu Zhang, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz

Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024

Impedance Sensing-Centered Pervasive and Wearable Activity Recognition on Edge Devices.

Mengxi Liu

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Heterogeneous Data in Health Applications: An Algorithmic Approach Leveraging Continual Learning.

Mengxi Liu, Jakob Karolus, Bo Zhou, Paul Lukowicz

Proceedings of the Mensch und Computer 2024, 2024

iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets.

Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz

Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024

On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface.

Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno

Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024

ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-Based Human Activity Recognition.

Lala Shakti Swarup Ray, Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A Multi-modal Geospatial Encoding Network for Chinese Address Matching.

Xuezhang Li, Xulin Wang, Pan Wang, Mengxi Liu

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

iFace: Hand-Over-Face Gesture Recognition Leveraging Impedance Sensing.

Mengxi Liu, Hymalai Bello, Bo Zhou, Paul Lukowicz, Jakob Karolus

Proceedings of the Augmented Humans International Conference 2024, 2024

The Power of Training: How Different Neural Network Setups Influence the Energy Demand.

Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz

Proceedings of the Architecture of Computing Systems - 37th International Conference, 2024

2023

Dense Temperature Mapping and Heat Wave Risk Analysis Based on Multisource Remote Sensing Data.

Mengxi Liu, Xuezhang Li, Zhuoqun Chai, Anqi Chen, Yuanyuan Zhang, Qingnian Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

3D Hand Tracking with Induced Magnetic Field.

Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

iEat: Human-food interaction with bio-impedance sensing.

Mengxi Liu, Yu Zhang, Bo Zhou, Sizhen Bian, Agnes Grünerbl, Paul Lukowicz

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors.

Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vítor Fortes Rey, Paul Lukowicz

Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022

A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection.

Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions.

Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Learning Token-Aligned Representations With Multimodel Transformers for Different-Resolution Change Detection.

Mengxi Liu, Qian Shi, Jianlong Li, Zhuoqun Chai

IEEE Trans. Geosci. Remote. Sens., 2022

Identification of Mangrove Invasive Plant Derris Trifoliate Using UAV Images and Deep Learning Algorithms.

Mengxi Liu, Haojun Deng, Wen Dong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A CNN-Transformer Network With Multiscale Context Aggregation for Fine-Grained Cropland Change Detection.

Mengxi Liu, Zhuoqun Chai, Haojun Deng, Rong Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

MSCDUNet: A Deep Learning Framework for Built-Up Area Change Detection Integrating Multispectral, SAR, and VHR Data.

Haoyang Li, Fangjie Zhu, Xiaoyu Zheng, Mengxi Liu, Guangzhao Chen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey.

Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz

Sensors, 2022

An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification.

Mengxi Liu, Pengyuan Zhang, Qian Shi, Mengwei Liu

IEEE Geosci. Remote. Sens. Lett., 2022

PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection.

Mengxi Liu, Qian Shi, Zhuoqun Chai, Jianlong Li

IEEE Geosci. Remote. Sens. Lett., 2022

Magnetic Field Based Hand Tracking.

Sizhen Bian, Kexuan Guo, Mengxi Liu, Bo Zhou, Paul Lukowicz

CoRR, 2022

Non-contact, real-time eye blink detection with capacitive sensing.

Mengxi Liu, Sizhen Bian, Paul Lukowicz

Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022

A Deep Learning Method for Fined-Grained Urban Green Space Mapping.

Mengxi Liu, Jianlong Li, Zeteng Li, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition.

Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection.

Mengxi Liu, Sizhen Bian, Bo Zhou, Agnes Grünerbl, Paul Lukowicz

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Research on the application of artificial intelligence algorithms in drought prediction.

Mengxi Liu, Guangjun Zai, Guofu Wang, Weiwei Shi, Guanqun Zhang

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022

2021

Research of DBN PLSR algorithm Based on Sparse Constraint.

Mengxi Liu, Yingliang Li

Proceedings of the PRIS 2021: 3rd International Conference on Pattern Recognition and Intelligent Systems, Bangkok, Thailand, July 28, 2021

DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images.

Mengxi Liu, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Brief Introduction of Chinese Taboos in Chinese Education.

Mengxi Liu

Proceedings of the CIPAE 2021: 2nd International Conference on Computers, 2021

A propelled multiple fusion Deep Belief Network for weld defects detection.

Mengxi Liu, Yingliang Li, Zheng Wang

Proceedings of the CCRIS 2021: 2nd International Conference on Control, 2021

2020

Super-Resolution for Hyperspectral Remote Sensing Images Based on the 3D Attention-SRGAN Network.

Xinyu Dou, Chenyu Li, Qian Shi, Mengxi Liu

Remote. Sens., 2020

Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images.

Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li

IEEE Geosci. Remote. Sens. Lett., 2020

Siamese Generative Adversarial Network for Change Detection Under Different Scales.

Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network.

Penghua Liu, Xiaoping Liu, Mengxi Liu, Qian Shi, Jinxing Yang, Xiaocong Xu, Yuanying Zhang

Remote. Sens., 2019

Prior-free auction mechanism for online supplier with risk taking.

Lili Ding, Mengxi Liu, Wanglin Kang, Xin Zhao

Comput. Ind. Eng., 2019

2014

A Fast Fractal Coding Method for Image with Primary Additional Errors.

Shuai Liu, Mengxi Liu, Qi Jia, Lingyun Qi, Haipeng Li

J. Multim., 2014