All Stories

  1. PipeMLLM: Accelerating on-device Multimodal LLM Inference via Speculative Sensing and Encoding

    Article • November 2025, ACM (Association for Computing Machinery)

    RUNXI HUANG, Xiaomin OUYANG

  2. Demo: FreePose: Real-Time View-Invariant 3D Human Pose Estimation via Motion-View Disentanglement

    Article • November 2025, ACM (Association for Computing Machinery)

    Xiaomin OUYANG, yejia Liu

  3. Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study

    Article • May 2025, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  4. Demo Abstract: An LLM-Powered Multimodal Mobile Sensing System for Personalized and Interactive Health Behavior Analysis

    Article • May 2025, ACM (Association for Computing Machinery)

    Xiaomin OUYANG, Liyu ZHANG

  5. MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT

    Article • May 2025, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  6. InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals

    Article • April 2025, ACM (Association for Computing Machinery)

    Denizhan Kara, Xiaomin OUYANG

  7. Towards a Performance-Driven Device-Edge-Cloud Relationship

    Article • February 2025, ACM (Association for Computing Machinery)

    Xiaomin OUYANG, Bharathan Balaji

  8. MMEdge: Real-time Multimodal Inference via Cross-Modal Speculative Sensing and Encoding

    Article • February 2025, ACM (Association for Computing Machinery)

    Xiaomin OUYANG, RUNXI HUANG

  9. SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing

    Article • February 2025, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  10. Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics?

    Article • October 2024, ACM (Association for Computing Machinery)

    Ozan Baris Mulayim, Xiaomin OUYANG

  11. ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease

    Article • May 2024, ACM (Association for Computing Machinery)

    Xiaomin OUYANG, Xian Shuai, Heming FU

  12. Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation

    Article • June 2023, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  13. Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training

    Article • June 2023, ACM (Association for Computing Machinery)

    Xiaomin OUYANG, Heming FU

  14. Design and Deployment of Multi-Modal Federated Learning Systems for Alzheimer's Disease Monitoring

    Article • June 2023, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  15. HiToF

    Article • October 2022, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  16. UltraDepth

    Article • November 2021, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  17. FedDL

    Article • November 2021, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  18. ClusterFL

    Article • June 2021, ACM (Association for Computing Machinery)

    Xiaomin OUYANG