Joseph Chen's Homepage

Biography

Hi there! Guten Tag ! 早晨 ! 👏 I am a third-year Ph.D. student at The Hong Kong Polytechnic University (PolyU) under the supervision of Prof. Changwen Chen (Chair Professor of Visual Computing, IEEE Fellow). Before that, I received a B.S. degree in Automation Engineering from the University of Electronic Science and Technology of China (UESTC), and obtained an M.S. degree in Computer Science from the University of Chinese Academy of Sciences (UCAS) under the supervision of Prof. Qingming Huang (Professor at UCAS, IEEE Fellow) and Prof. Qianqian Xu (Professor at ICT, CAS).

My Chinese name is 陳祖耀. My research interests cover topics in computer vision and deep learning, such as Salient Object Detection (SOD), Scene Graph Generation (SGG), and Large Language Models (LLMs). I am happy to collaborate with talented researchers in computer science.

GitHub gpt4vision

Google Scholar Curriculum vitae

🔥 News

2024-10: One paper has been selected as Best Paper Candiate 🥇 at ECCV 2024 .
2024-07: One paper has been accepted as Oral at ECCV 2024 .

Publications

GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific Narratives

Zuyao Chen, Jinlin Wu, Zhen Lei, Zhaoxiang Zhang, and Changwen Chen
arXiv (preprint), 2023.

Paper / Code / Project Page (to be updated)

Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention

Zuyao Chen, Jinlin Wu, Zhen Lei, Zhaoxiang Zhang, and Changwen Chen
European Conference on Computer Vision (ECCV), 2024.
(Best Paper Candiate (15/8585), oral presentation)

Paper / Code / Youtube / Poster

DPANet: Depth potentiality-aware gated attention network for RGB-D salient object detection

Zuyao Chen*, Runmin Cong*, Qianqian Xu, and Qingming Huang
IEEE Transactions on Image Processing (TIP), vol. 30, pp. 7012-7024, 2021.
(* equal contribution) ESI Highly Cited Paper

Paper / Code / Project Page / Talk (Chinese version)

Global context-aware progressive aggregation network for salient object detection

Zuyao Chen, Qianqian Xu, Runmin Cong, and Qingming Huang
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), pp. 10599-10606, 2020.
(oral presentation)

Paper / Code

Publication related to deep partial rank

Deep Partial Rank Aggregation for Personalized Attributes

Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang
Thirty-Five AAAI Conference on Artificial Intelligence (AAAI), pp. 678-688, 2021.

Paper

Education

Ph.D. student in Computer Science, Jan. 2022 -- present The Hong Kong Polytechnic University (PolyU), Hong Kong SAR
MSc. degree in Computer Science, 2017 -- 2020 University of Chinese Academy of Sciences (UCAS), Beijing, China
BSc. degree in Automation Engineering, 2013 -- 2017 University of Electronic Science and Technology of China (UESTC), Cheng Du, China

Miscellaneous

帝王氣與冠軍相 -- Some Thoughts about Scientific Writing Youtube
Implement a JPEG Encoder from scratch (COMP5425 assignment2) Code / Youtube

Hong Kong@Joseph

My personal hobbies include Chinese calligraphy (中國書法), photography, swimming, and hiking.