All Stories

  1. FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs

    Article • June 2026, ACM (Association for Computing Machinery)

    Xiaomin OUYANG

  2. Benchmarking Memory Architectures for Mobile Agents in Short-Term and Long-Term Applications

    Article • June 2026, ACM (Association for Computing Machinery)

    Xiaomin OUYANG, Liyu ZHANG

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

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

    RUNXI HUANG, Xiaomin OUYANG

  4. 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

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

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

    Xiaomin OUYANG

  6. 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

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

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

    Xiaomin OUYANG

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

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

    Denizhan Kara, Xiaomin OUYANG

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

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

    Xiaomin OUYANG, Bharathan Balaji

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

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

    Xiaomin OUYANG, RUNXI HUANG

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

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

    Xiaomin OUYANG

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

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

    Ozan Baris Mulayim, Xiaomin OUYANG

  13. 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

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

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

    Xiaomin OUYANG

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

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

    Xiaomin OUYANG, Heming FU

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

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

    Xiaomin OUYANG

  17. HiToF

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

    Xiaomin OUYANG

  18. UltraDepth

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

    Xiaomin OUYANG

  19. FedDL

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

    Xiaomin OUYANG

  20. ClusterFL

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

    Xiaomin OUYANG