Sizhen Bian

70 papers A* 1A 1C 2Misc 8Journal 35Unranked 23
YearRankTypeTitle / Venue / Authors
2025 — conf
Assessing the Impact of Sampling Irregularity in Time Series Data: Human Activity Recognition As A Case Study.
PerCom Workshops
Mengxi Liu, Daniel Geißler, Sizhen Bian, Bo Zhou, Paul Lukowicz
2025 J jnl
Bridging Generalization and Personalization in Wearable Human Activity Recognition via On-Device Few-Shot Learning.
CoRR
Pixi Kang, Julian Moosmann, Mengxi Liu, Bo Zhou, Michele Magno, Paul Lukowicz, Sizhen Bian
2025 — conf
Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field.
PerCom Workshops
Sizhen Bian, Vítor Fortes Rey, Siyu Yuan, Paul Lukowicz
2025 J jnl
Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field.
CoRR
Sizhen Bian, Vítor Fortes Rey, Siyu Yuan, Paul Lukowicz
2025 — conf
Facial Gesture Recognition Using Bio-impedance Sensing.
AHs
Mengxi Liu, Daniel Geißler, Sizhen Bian, Joanna Sorysz, Bo Zhou, Paul Lukowicz
2025 Misc conf
From Neck to Head: Bio-Impedance Sensing for Head Pose Estimation.
ISWC
Mengxi Liu, Lala Shakti Swarup Ray, Sizhen Bian, Ko Watanabe, Ankur Bhatt, Joanna Sorysz, Russel N. Torah, Bo Zhou, Paul Lukowicz
2025 J jnl
From Neck to Head: Bio-Impedance Sensing for Head Pose Estimation.
CoRR
Mengxi Liu, Lala Shakti Swarup Ray, Sizhen Bian, Ko Watanabe, Ankur Bhatt, Joanna Sorysz, Russel N. Torah, Bo Zhou, Paul Lukowicz
2025 J jnl
MoCaPose: Motion Capture with Textile-Integrated Capacitive Sensors A New Approach to Wearable Tracking.
GetMobile Mob. Comput. Commun.
Bo Zhou, Daniel Geißler, Lala Shakti Swarup Ray, Vitor F. Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz
2025 A conf
Multi-Partner Project: Sustainable Textile Electronics (STELEC).
DATE
Bo Zhou, Mengxi Liu, Sizhen Bian, Daniel Geißler, Paul Lukowicz, José Miranda, Jonathan Dan, David Atienza, Mohamed Amine Riahi, Norbert Wehn, Russel N. Torah, Sheng Yong, Jidong Liu, Stephen P. Beeby, Magdalena Kohler, Berit Greinke, Junchun Yu, Vincent Nierstrasz, Leila Sheldrick, Rebecca Stewart, Tommaso Nieri, Matteo Maccanti, Daniele S. Spinelli
2025 — conf
ODISI: On-Device Intelligence for Smart Interactions.
MobileHCI (Companion)
Bo Zhou, Passant El Agroudy, Paul Lukowicz, Daniel Geißler, Mengxi Liu, Sizhen Bian, David J. Cuartielles, Felix Dietz, Oliver Hein
2025 J jnl
Optimizing Energy Consumption and Coverage in Underwater Magnetic Induction-Assisted Acoustic WSNs Using Learning Automata-Based Cooperative MIMO Formation.
IEEE Trans. Netw. Sci. Eng.
Qingyan Ren, Yanjing Sun, Sizhen Bian, Michele Magno
2025 — conf
Passive Body-Area Electrostatic Field (Human Body Capacitance) for Ubiquitous Computing.
UbiComp Companion
Sizhen Bian, Mengxi Liu, Paul Lukowicz
2025 Misc ed.
Proceedings of the 2025 ACM International Symposium on Wearable Computers, ISWC 2025, Espoo, Finland, October 12-16, 2025
ISWC
Michael Beigl, Sizhen Bian, Franca Delmastro
2025 Misc conf
TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices.
ISWC
Sizhen Bian, Mengxi Liu, Vítor Fortes Rey, Daniel Geißler, Paul Lukowicz
2025 J jnl
TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices.
CoRR
Sizhen Bian, Mengxi Liu, Vítor Fortes Rey, Daniel Geissler, Paul Lukowicz
2025 J jnl
iBreath: Usage Of Breathing Gestures as Means of Interactions.
CoRR
Mengxi Liu, Daniel Geißler, Deepika Gurung, Hymalai Bello, Bo Zhou, Sizhen Bian, Paul Lukowicz, Passant Elagroudy
2025 J jnl
iBreath: Usage of Breathing Gestures as Means of Interactions MHCI016.
Proc. ACM Hum. Comput. Interact.
Mengxi Liu, Daniel Geißler, Deepika Gurung, Hymalai Bello, Bo Zhou, Sizhen Bian, Paul Lukowicz, Passant Elagroudy
2024 J jnl
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey.
CoRR
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno
2024 J jnl
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno
2024 — conf
CycloWatt: An Affordable, TinyML-Enhanced IoT Device Revolutionizing Cycling Power Metrics.
I2MTC
Victor Luder, Sizhen Bian, Michele Magno
2024 J jnl
CycloWatt: An Affordable, TinyML-enhanced IoT Device Revolutionizing Cycling Power Metrics.
CoRR
Victor Luder, Sizhen Bian, Michele Magno
2024 — conf
Earable and Wrist-worn Setup for Accurate Step Counting Utilizing Body-Area Electrostatic Sensing.
UbiComp Companion
Sizhen Bian, Rakita Strahinja, Philipp Schilk, Clénin Marc-André, Silvano Cortesi, Kanika S. Dheman, Elio Reinschmidt, Michele Magno
2024 J jnl
Energy-efficient, low-latency, and non-contact eye blink detection with capacitive sensing.
Frontiers Comput. Sci.
Mengxi Liu, Sizhen Bian, Zimin Zhao, Bo Zhou, Paul Lukowicz
2024 — conf
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition.
UbiComp Companion
Mengxi Liu, Daniel Geißler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz
2024 J jnl
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition.
CoRR
Mengxi Liu, Daniel Geißler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz
2024 J jnl
On-Device Training Empowered Transfer Learning For Human Activity Recognition.
CoRR
Pixi Kang, Julian Moosmann, Sizhen Bian, Michele Magno
2024 Misc conf
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface.
ISWC
Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno
2024 J jnl
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface.
CoRR
Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno
2024 — conf
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis.
AICAS
Pietro Bonazzi, Yawei Li, Sizhen Bian, Michele Magno
2024 — conf
Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware.
CVPR Workshops
Pietro Bonazzi, Sizhen Bian, Giovanni Lippolis, Yawei Li, Sadique Sheik, Michele Magno
2024 — conf
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO.
ECCV Workshops (23)
Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno
2024 J jnl
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field.
IEEE Internet Things J.
Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
2024 Misc conf
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets.
ISWC
Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz
2024 J jnl
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets.
CoRR
Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz
2023 — conf
3D Hand Tracking with Induced Magnetic Field.
PerCom Workshops
Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo
2023 J jnl
A Low-Power Neuromorphic Approach for Efficient Eye-Tracking.
CoRR
Pietro Bonazzi, Sizhen Bian, Giovanni Lippolis, Yawei Li, Sadique Sheik, Michele Magno
2023 C conf
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications.
ISCAS
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
2023 J jnl
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications.
CoRR
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
2023 — conf
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras.
IWASI
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
2023 J jnl
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras.
CoRR
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
2023 J jnl
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity Recognition.
CoRR
Sizhen Bian, Michele Magno
2023 Misc conf
Evaluating Spiking Neural Network on Neuromorphic Platform For Human Activity Recognition.
ISWC
Sizhen Bian, Michele Magno
2023 — conf
Fully Automatic Gym Exercises Recording: An IoT Solution.
MetroInd4.0&IoT
Sizhen Bian, Alexander Rupp, Michele Magno
2023 J jnl
Fully Automatic Gym Exercises Recording: An IoT Solution.
CoRR
Sizhen Bian, Alexander Rupp, Michele Magno
2023 J jnl
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Bo Zhou, Daniel Geissler, Marc Faulhaber, Clara Elisabeth Gleiss, Esther Friederike Zahn, Lala Shakti Swarup Ray, David Fosca Gamarra, Vítor Fortes Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz
2023 J jnl
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis.
CoRR
Pietro Bonazzi, Julian Moosmann, Yawei Li, Sizhen Bian, Michele Magno
2023 — conf
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation.
SENSORS
Pietro Bonazzi, Thomas Rüegg, Sizhen Bian, Yawei Li, Michele Magno
2023 J jnl
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation.
CoRR
Pietro Bonazzi, Thomas Rüegg, Sizhen Bian, Yawei Li, Michele Magno
2023 J jnl
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO.
CoRR
Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno
2023 J jnl
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field.
CoRR
Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
2023 — conf
iEat: Human-food interaction with bio-impedance sensing.
UbiComp/ISWC Adjunct
Mengxi Liu, Yu Zhang, Bo Zhou, Sizhen Bian, Agnes Grünerbl, Paul Lukowicz
2022 — conf
Exploring Automatic Gym Workouts Recognition Locally on Wearable Resource-Constrained Devices.
IGSC
Sizhen Bian, Xiaying Wang, Tommaso Polonelli, Michele Magno
2022 J jnl
Magnetic Field Based Hand Tracking.
CoRR
Sizhen Bian, Kexuan Guo, Mengxi Liu, Bo Zhou, Paul Lukowicz
2022 Misc conf
Non-contact, real-time eye blink detection with capacitive sensing.
ISWC
Mengxi Liu, Sizhen Bian, Paul Lukowicz
2022 — conf
Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection.
UbiComp/ISWC Adjunct
Mengxi Liu, Sizhen Bian, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
2022 J jnl
Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection.
CoRR
Mengxi Liu, Sizhen Bian, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
2022 J jnl
The Contribution of Human Body Capacitance/Body-Area Electric Field To Individual and Collaborative Activity Recognition.
CoRR
Sizhen Bian, Vítor Fortes Rey, Siyu Yuan, Paul Lukowicz
2022 J jnl
The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey.
Sensors
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz
2021 — conf
A Systematic Study of the Influence of Various User Specific and Environmental Factors on Wearable Human Body Capacitance Sensing.
BODYNETS
Sizhen Bian, Paul Lukowicz
2021 — conf
Capacitive Sensing Based On-board Hand Gesture Recognition with TinyML.
UbiComp/ISWC Adjunct
Sizhen Bian, Paul Lukowicz
2021 J jnl
Induced Magnetic Field-Based Indoor Positioning System for Underwater Environments.
Sensors
Sizhen Bian, Peter Hevesi, Leif Christensen, Paul Lukowicz
2021 — conf
Using Human Body Capacitance Sensing to Monitor Leg Motion Dominated Activities with a Wrist Worn Device.
ABC
Sizhen Bian, Siyu Yuan, Vítor Fortes Rey, Paul Lukowicz
2021 J jnl
Using Privacy Respecting Sound Analysis to Improve Bluetooth Based Proximity Detection for COVID-19 Exposure Tracing and Social Distancing.
Sensors
Gernot Bahle, Vítor Fortes Rey, Sizhen Bian, Hymalai Bello, Paul Lukowicz
2020 Misc conf
A wearable magnetic field based proximity sensing system for monitoring COVID-19 social distancing.
ISWC
Sizhen Bian, Bo Zhou, Hymalai Bello, Paul Lukowicz
2020 C conf
Finger Air Writing - Movement Reconstruction with Low-cost IMU Sensor.
MobiQuitous
Junaid Younas, Hector Margarito, Sizhen Bian, Paul Lukowicz
2020 J jnl
Social Distance Monitor with a Wearable Magnetic Field Proximity Sensor.
Sensors
Sizhen Bian, Bo Zhou, Paul Lukowicz
2020 J jnl
Wearables to Fight COVID-19: From Symptom Tracking to Contact Tracing.
IEEE Pervasive Comput.
Oliver Amft, Luis Ignacio Lopera Gonzalez, Paul Lukowicz, Sizhen Bian, Paul Burggraf
2019 A* conf
Passive Capacitive based Approach for Full Body Gym Workout Recognition and Counting.
PerCom
Sizhen Bian, Vitor F. Rey, Peter Hevesi, Paul Lukowicz
2019 — conf
Wrist-Worn Capacitive Sensor for Activity and Physical Collaboration Recognition.
PerCom Workshops
Sizhen Bian, Vitor F. Rey, Junaid Younas, Paul Lukowicz
2018 — conf
Preparation for Future Learning: Augmented-Reality Enhanced Interactive Science Labs.
UbiComp/ISWC Adjunct
Orkhan Amiraslanov, Hamraz Javaheri, Sizhen Bian, Paul Lukowicz