I’m Ruoyu Chen (陈若愚), a Ph.D. candidate in Institute of Information Engineering, Chinese Academy of Sciences (IIE, CAS), under the tutelage of Xiaochun Cao (Professor at Sun Yat-sen University). My research interests include Artificial Intelligence and Computer Vision. My recent research works mainly focus on Explainable AI, Disentangle, Few-shot Learning, which applications in Human Face, Object Detection. I received my B.E. degree from School of Control Engineering, Northeastern University. During my undergraduate years, my main research interests are the application of artificial intelligence and image processing in agriculture and biomedical engineering. I am also very fortunate to have worked with lots of distinguished researchers.
I am open for collaborations in research. I am also actively looking for collaborators, especially in the fields of Trustworthy AI and Open World. Please feel free to contact me.
🔥 News
- 2024.01.16: 🎉🎉 One paper is accepted by ICLR Oral!
- 2023.05: Created a new home page.
📝 Selected Publications
Object Detectors in the Open Environment: Challenges, Solutions, and Outlook
Siyuan Liang, Wei Wang$^\dagger$, Ruoyu Chen$^{\dagger}$, Aishan Liu, Boxi Wu, Ee-Chien Chang, Xiaochun Cao, and Dacheng Tao ($\dagger$: Equal contribution)
Preprint 2024,
Survey paper
Less is More: Fewer Interpretable Region via Submodular Subset Selection Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, and Xiaochun Cao
Code / Paper / Slide / Poster / AI Time Presentation
International Conference on Learning Representations (ICLR),
Oral (85/7262, 1.16%)
Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations
Ruoyu Chen, Jingzhi Li, Hua Zhang, Changchong Sheng, Li Liu, and Xiaochun Cao
ACM Transactions on Multimedia Computing, Communications, and Applications,
Impact factor: 5.1
Online Estimating Weight of White Pekin Duck Carcass by Computer Vision
Ruoyu Chen, Yuliang Zhao, Yongliang Yang, Shuyu Wang, Lianjiang Li, Xiaopeng Sha, Lianqing Liu, Guanglie Zhang and Wen Jung Li
Poultry Science (Top Journal in Agricultural and Biological Sciences),
Impact factor: 4.4-
Identity-Preserving Face Anonymization via Adaptively Facial Attributes Obfuscation,
Jingzhi Li, Lutong Han, Ruoyu Chen, Hua Zhang, Bing Han, Lili Wang, and Xiaochun Cao, ACM MM 2021, Oral,
Code / Paper -
More papers are being submitted, or please visit my Google Scholar to view all papers.
🎖 Honors and Awards
- 2020.12 China National Scholarship, Ministry of Education of the People’s Republic of China (Top 1.5%), NEU.
- 2019.12 China National Scholarship, Ministry of Education of the People’s Republic of China (Top 1.5%), NEU.
- 2018.12 China National Scholarship, Ministry of Education of the People’s Republic of China (Top 1.5%), NEU.
📖 Educations
- 2021.09 - 2026.06 (excepted),
School of Cyberspace Security, University of Chinese Academy of Sciences, China.
Ph.D. Candidate - 2017.09 - 2021.06,
School of Control Engineering, Northeastern University, China.
Bachelor of Engineering
Ranking: 2/119
🎤 Talking & Teaching
- 2024.5.10 Give an oral presentation in Vienna at ICLR 24 conference (Slide)
- 2024.2.28 Share a ICLR 24 paper “Less is More: Fewer Interpretable Region via Submodular Subset Selection” at AI Time
- 2023.12.26 Taught the undergraduate course “Explainable Artificial Intelligence” at Shenzhen Campus of Sun Yat-sen University
- 2023.10.20 Share a technical review “Survey on the interpretability of foundation models” at Huawei
💬 Professional Service
Journal Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) x8
- IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM) x2
Conference Reviewer
- CVPR 23, 24
- ICLR 24
- NeurIPS 23, 24
- ICML 23, 24
- ICCV 23
- ECCV 22, 24