Youwei Pang

👋 About Me

Youwei Pang

AI Researcher & Enthusiast · Ph.D.

Nanyang Technological University · Research Fellow

My Life

🌎 In my free time, I enjoy focused programming⌨️ (current Github ), patient reading📚, musical adventures🎧, fast running🏃‍♂️, slow swimming🏊‍♂️, city walking🚶‍♂️, and exploring delicious food🍲.
🤝 I work very closely with my best friend, Xiaoqi Zhao, on most of my projects.

My Experience

2025 - Present

Nanyang Technological University (NTU)

Research Fellow
Work with Prof. Weisi Lin (IEEE Fellow).

2019 - 2025

Dalian University of Technology (DUT)

Ph.D. in Signal and Information Processing
Supervised by Prof. Lihe Zhang and Prof. Huchuan Lu (IEEE Fellow).

2015 - 2019

Dalian University of Technology (DUT)

B.E. in Electronic and Information Engineering

Research Interest

My current research interests include Deep Learning, Computer Vision, and Neural Network Design. In particular, I focus on:

🎯 Multi-Task Joint Modeling ▼

Natural Scene: CD Concept Perception (ICML'24, TPAMI'24, ICCV'23, TPAMI'25)
Industrial Scene: Quality Inspection (CVPR'24, ArXiv'25)
Medical Scene: Lesion, Organ, Tissue (ArXiv'23)
General Architecture: RGB + Depth/Thermal/Temporal (TPAMI'24, TPAMI'25)
Task-Generic Paradigm: Unified Framework (ICML'24)

🔀 Multi-Modal Data Integration ▼

Vision (Multi-Sensor): Modality-Complete (ECCV'20, ECCV'20, TIP'22, TIP'23, TPAMI'25), Modality-Incomplete (NeurIPS'25)
Vision (Multi-View): Scale, Edge (CVPR'20, ECCV'20, IJCV'24, CVPR'24)
Vision (Multi-Moment): Temporal Cues (TPAMI'24)
Vision-Language: Open-Vocabulary (ECCV'24), Referring (ACM MM'25)

⚡ Efficient Model Design ▼

Lightweight Operation: Efficient Attention (TIP'23, TPAMI'25), Dynamic Convolution (ECCV'20)
Scale-Generic Modeling: Tiny Object (NeurIPS'25), Quality Inspection (CVPR'24)
Resolution Adaptability: High-Res Segmentation (CVPR'24)

📢 News

📂 Resource

💻 Project

📖 Paper

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