Publications

• MMEdge: Accelerating On-device Multimodal Inference via Pipelined Sensing and Encoding [paper] [code] [slides]
  Runxi Huang, Mingxuan Yu, Mingyu Tsoi, Xiaomin Ouyang
  In Proceedings of the ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems (SenSys’26), 2026.

• AgentExplorer: Parallel Online Exploration for Enhancing On-Device Mobile GUI Agents
  Runxi Huang, Xiaomin Ouyang
  Accepted to FMSys Workshop 2026.

• Demo: An On-Device Mobile GUI Agent System with Online Exploration [demo]
  Runxi Huang, Xiaomin Ouyang
  Demo accepted at SenSys’26, 2026.

• PipeMLLM: Accelerating On-device Multimodal LLM Inference via Speculative Sensing and Encoding [paper]
  Runxi Huang, Xiaomin Ouyang
  In Proceedings of the 2nd International Workshop on Edge and Mobile Foundation Models (EdgeFM’25), co-located with MobiCom 2025.

• Poster: MMEdge: Real-time Multimodal Inference via Cross-Modal Speculative Sensing and Encoding [paper]
  Runxi Huang, Xiaomin Ouyang
  In Proceedings of the 26th ACM International Workshop on Mobile Computing Systems and Applications (HotMobile’25).

• MoViD: View-Invariant 3D Human Pose Estimation via Motion-View Disentanglement [paper]
  Yejia Liu, Hengle Jiang, Haoxian Liu, Runxi Huang, Xiaomin Ouyang
  In Proceedings of the ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems (SenSys’26), 2026.

• Chorus: Harmonizing Context and Sensing Signals for Data-Free Model Customization in IoT [paper]
  Liyu Zhang, Yejia Liu, Kwun Ho Liu, Runxi Huang, Xiaomin Ouyang
  arXiv, 2025.

You can also find my articles on my Google Scholar profile.