PROJECTS / FROM QUESTION TO EVIDENCE
Research is more than a paper title.
Two projects define the path from foundational multimodal research to current on-device AI work.
Multimodal object re-identification
A foundational research project on multimodal object re-identification.
Explore the case study
Studied object re-identification across heterogeneous visual modalities.
This project established the initial research direction in multimodal perception.
Multimodal object re-identification.
Built the foundation for subsequent work on multimodal perception.
On-device model deployment and GUI Agent development
Work on deploying models at the edge and developing GUI Agents.
OPPO
Explore the case study
On-device model deployment and GUI Agent development must meet practical terminal constraints.
The work connects model capability with deployment on real devices.
On-device model deployment and GUI Agent development.
Focused on bringing efficient models and GUI Agent development into practical edge settings.
Evidence policy. Ongoing collaborative work is intentionally described at a high level.