Jia-Bin Huang

【個人資訊】

學校名稱：馬里蘭大學

實驗室名稱：Vision and Learning Lab

研究領域：電腦視覺(Computer Vision)、機器學習(MachineLearning)

職稱：副教授

個人網站：https://jbhuang0604.github.io/

【研究實習計畫】

研究內容簡介

專注於前沿的視覺生成與智能系統研究，主要方向包括：

1. 生成式視覺建模(Generative Visual Modeling)：包含影像、影片及3D 內容的生成、編輯與理解
2. 體現智慧(Embodied AI)：用於機器人操作的世界模型 (World modeling) 建立
3. 代理型教育影片生成(Agentic Generation of Educational Videos)：利用AI代理自動化產生教育類影音內容

期待學生教育程度：

• 大三（含）以上大學生
• 碩士生
• 博士生

期待學生技能與特質：優先考慮具備電腦視覺(Computer Vision)與機器學習(Machine Learning) 相關經驗的學生

可接受期長：暑期

接受名額：4名

簽證辦理：由 PI 透過國際事務處申請，辦理時長約 1-2 個月

相關費用：

• 學生需自行負擔簽證服務費用 (DS-2019)
• 住宿由學生自行尋覓（無校內住宿或補助）

學分提供： 否

[ Personal Portfolio]

University: University of Maryland, College Park

Laboratory: Vision and Learning Lab

Research Areas: Computer Vision, Machine Learning

Position: Associate Professor

Personal Website: https://jbhuang0604.github.io/    

[ Research Internship Program]

Research Overview

The lab focuses on cutting-edge research in visual generation and intelligent systems. The main directions include:

1. Generative Visual Modeling: Generation, editing, and understanding of images, videos, and 3D content
2. Embodied AI: Building world models for robotic manipulation
3. Agentic Generation of Educational Videos: Utilizing AI agents to automatically generate educational video content

Target Student Level:

• Undergraduate students (junior year and above)
• master’s students
• Ph.D. students

Expected Skills and Qualifications: Preference will be given to students with experience in computer vision and machine learning

Available Duration: Summer

Number of Positions: 4

Visa Processing:

• Processed by the PI through the Office of International Affairs
• Estimated processing time: 1–2 months

Costs:

• Students are responsible for the visa service fee (DS-2019)
• Students must arrange their own housing (no on-campus housing or subsidy provided)

Academic Credit: Not provided