2025
Unsupervised Deep Clustering for Human Behavior Understanding.
Proceedings of the 3rd International Workshop on Human-Centered Sensing, 2025

DUal-NET: A Transformer-Based U-Net Model for Denoising Bone Conduction Speech.
Proceedings of the 3rd International Workshop on Human-Centered Sensing, 2025

DomAIn: Towards Programless Smart Homes.
Proceedings of the 3rd International Workshop on Human-Centered Sensing, 2025

2024
TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., November, 2024

ElastiFormer: Learned Redundancy Reduction in Transformer via Self-Distillation.
CoRR, 2024

Graph Neural Network-based Multi-agent Reinforcement Learning for Resilient Distributed Coordination of Multi-Robot Systems.
CoRR, 2024

TraMSR: Transformer and Mamba based Practical Speech Super-Resolution for Mobile Wearables.
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

Graph Neural Network-based Multi-agent Reinforcement Learning for Resilient Distributed Coordination of Multi-Robot Systems.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

2023
Effect of Attention and Self-Supervised Speech Embeddings on Non-Semantic Speech Tasks.
Proceedings of the 31st ACM International Conference on Multimedia, 2023