[07.2025] Our paper has been accepted for presentation at UIST 2025!
- ChairPose: Pressure-based Chair Morphology Grounded Sitting Pose Estimation through Simulation-Assisted Training
[07.2025] A paper got accepted in UbiComp/ISWC 2025!
- SImpHAR: Advancing impedance-based human activity recognition using 3D simulation and text-to-motion models arXiv
[06.2025] A paper with Yonsei University has been accepted for publication in IEEE Transactions on Sustainable Energy (IF 10.0).
- Assessing Grid Penalized Reinforcement Learning for Renewable Energy Management of Power-to-X Integrated with Intermediate Storage Link
[06.2025] Our paper has been accepted in Expert Systems With Applications (IF 7.5)!
- PACL+: Online continual learning using proxy-anchor and contrastive loss with Gaussian replay for sensor-based human activity recognition Link
[05.2025] Our workshop proposal got accepted! We will organize the GenAI4HS (Generative AI and Foundation Models for Human Sensing Workshop) at the UbiComp 2025 in Espoo, Finland.
[04.2025] Two papers got accepted in ACM IMWUT!
- Past, Present, and Future of Sensor Based Human Activity Recognition using Wearables: A Surveying Tutorial on a Still Challenging Task Link
- TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition Link
[04.2025] Our paper was accepted in IJCNN 2025.
- DisQu: Investigating the Impact of Disorder in Quantum Generative Models arXiv
[03.2025] A paper with CAU has been accepted in Neural Networks, Elsevier!
- Exploration and Exploitation in Continual Learning Link
[03.2025] Our paper was accepted in ARCS 2025.
- Spend More to Save More (SM2): An Energy and Hardware-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization arXiv
[02.2025] Our paper with Hanyang University has been accepted in CVPR 2025!
- RAD: Region-Aware Diffusion Models for Image Inpainting arXiv
[02.2025] Our paper got accepted in EPJ Quantum Technology (IF 5.8)!
- LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions
[02.2025] Dr. Sungho Suh serves as an Associate Editor (AE) of PACM IMWUT.
[12.2024] Our paper got accepted in ICASSP 2025, Hyderabad, India.
- OV-HHIR: Open Vocabulary Human Interaction Recognition Using Cross-modal Integration of Large Language Models
[12.2024] Our paper has been accepted in Smart Health, Elsevier. Link
- A novel guidance framework for nasal rapid antigen tests with improved swab keypoint detection
[11.2024] I presented a paper and we received the Best Paper Award at the UCAmI 2024!
- MeciFace: Mechanomyography and Inertial Fusion-based Glasses for Edge Real-Time Recognition of Facial and Eating Activities
[10.2024] Our paper with Samsung Electro-Mechanics has been accepted in WACV 2025!
- SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications
[10.2024] A paper with CAU has been accepted in NeurIPS 2024 Workshop on Adaptive Foundation Models.
- Dynamically Managing a Prompt Pool via Self-Enhancement in Continual Learning
[10.2024] We got the Distinguished Paper Award at the UbiComp 2024! Link
- Mocapose: Motion capturing with textile-integrated capacitive sensors in loose-fitting smart garments
[10.2024] A paper has been accepted in Microelectronics Reliability (IF 1.6)!
- Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain
[09.2024] Our paper has been accepted in UCAmI 2024, Belfast, Northern Ireland, United Kingdom.
- MeciFace: Mechanomyography and Inertial Fusion-based Glasses for Edge Real-Time Recognition of Facial and Eating Activities
[08.2024] Our three papers have been accepted in ICPR 2024, Kolkata, India.
1) ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based HAR
2) A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms
3) TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines
[08.2024] Our paper has been accepted in Heliyon: Cell Press (IF 3.4)!
- Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks [arXiv]
[07.2024] We will present two papers in Quantum Techniques in Machine Learning (QTML 2024), Melbourne, Australia!
- Challenges and Opportunities in Simple Quantum Generative Tasks Link
- Using Large Language Models to Assist Teaching Quantum Computing Link
[06. 2024] Our paper has been accepted in IEEE Transactions on Device and Materials Reliability!
- An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-parameter Patterns [arXiv]
[05. 2024] We have presented two papers in ABC 2024, Kitakyushu and Nakatsu, Japan.
- BeSound: Bluetooth-Based Position Estimation Enhancing with Cross-Modality Distillation
- Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition
[05. 2024] We will organize a tutorial in UbiComp 2024, Melbourne, Australia. Link
- SOlving the sensor-based Activity Recognition problem (SOAR): self-supervised, multi-modal recognition of activities from wearable sensors
[04. 2024] We will organize a workshop in IJCAI-24, Jeju, Korea! Link
- The 4th International Workshop on Deep Learning for Human Activity Recognition
[03. 2024] Our paper has been accepted in Frontier in Computer Science!
- A Comprehensive Evaluation of Marker-Based, Markerless Methods for Loose Garment Scenarios in Varying Camera Configurations
[03. 2024] Our paper has been accepted in Knowledge-Based Systems, Elsevier (IF 8.8)
- AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation [arXiv]
[03. 2024] We received the Best Runner-Up WIP Award at the IEEE PerCom 2024!
- Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR [arXiv]
[02. 2024] Our open-access book with many colleagues from the STAR project is now published!
- "Artificial Intelligence in Manufacturing". Download free at: https://link.springer.com/book/10.1007/978-3-031-46452-2
[02. 2024] We received the Best Paper Award at the 18th EAI BODYNETS 2023!
- Real-Time and on-the-Edge Multiple Channel Capacitive and Inertial Fusion-Based Glove
[01. 2024] A tutorial has been presented and two papers have been presented in the ICEIC 2024.
- Fault Diagnosis of Indium Tin Oxide Electrodes by Multi-Channel S-Parameter Patterns (Best Paper Award Bronze Prize)
- Image Generation of Ultra-Thin Polymer Films Using Diffusion Models From Tensile Testing for Mechanical Failure Prediction
[12. 2023] Our paper has been accepted in Engineering Applications of Artificial Intelligence, Elsevier (IF 8.0)
- ContextMix: A context-aware data augmentation method for industrial visual inspection systems
[12. 2023] Our paper has been accepted in the IEEE ICASSP 2024, Seoul Republic of Korea.
- A Novel Local-Global Feature Fusion Framework for Body-weight Exercise Recognition with Pressure Mapping Sensors
[11. 2023] Our two papers have been accepted in the AAAI workshop Sustainable AI
- CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition
- The Power of Training: How Different Neural Network Setups Influence the Energy Demand
[11. 2023] Our paper has been accepted in the IEEE Internet of Things (IF 10.6)
- Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field