Outstanding Student Model Presentation

September 30, 2025·
Junhao Wu
Junhao Wu
· 0 min read
Abstract
As the top-ranked student in the major for the academic year and a recipient of all Outstanding Student Scholarships, I was nominated for the Outstanding Student Model selection at Dalian University of Technology. In the university-wide comprehensive evaluation, I ranked 2nd overall and was awarded both the Outstanding Student Model title and the Qu Bochuan Scholarship, with only 10 recipients across the entire university.
Date
September 30, 2025 9:00 AM
Event
Speech Campaign
Location

Dalian University of Technology

events
Junhao Wu
Authors
Junhao Wu (he/him)

I am an undergraduate CS student at Dalian University of Technology. My research interests focus on Vision-Language-Action (VLA) and robot manipulation, with an emphasis on robustness and self-supervised learning under distribution shifts. I led work on improving zero-shot generalization for VLA models and contributed to Open-Vocabulary Pedestrian Attribute Recognition; both are currently under submission to ICML 2026. I also led the development of MindCare, a multimodal mental-health assessment system, and worked on robust multimodal forgery detection during an algorithm internship. I aim to develop reproducible, scalable methods that improve the reliability and generalization of VLA models in real-world settings.