Hongbo     Sun     [Google Profile]   [中文版]

Ph.D. Candidate （Supervisor: Prof. Yuxin Peng）

Multimedia Information Processing Lab

Wangxuan Institute of Computer Technology

Peking University

No. 128, Zhong-Guan-Cun North Street

Beijing 100080, China

E-mail: sunhongbo@pku.edu.cn

Research Directions

• Fine-Grained Image Analysis

Education

• Ph.D. Candidate, Computer Application Technology, Wangxuan Institute of Computer Technology, Peking University, 2019 - 2024
• Master, Information and Communication Engineering, School of Electrical and Information Engineering, Tianjin University, 2016 - 2019
• B.S., Electronic Information Engineering, School of Electronic Information Engineering, Tianjin University, 2012 - 2016

Awards

• 2018     First-class Master Academic Scholarship, School of Electrical and Information Engineering, Tianjin University
• 2017     Outstanding Student Cadres, Tianjin University
• 2016     Dean's Award of School of Electronic Information Engineering, Tianjin University
• 2015     Merit Student,Tianjin University

Publication

1. Hongbo Sun, Xiangteng He, Jinglin Xu and Yuxin Peng*, "SIM-OFE: Structure Information Mining and Object-aware Feature Enhancement for Fine-Grained Visual Categorization", IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 5312-5326, Sep. 2024.【pdf】
2. Hongbo Sun, Jiahuan Zhou, Xiangteng He, Jinglin Xu and Yuxin Peng*, "FineFMPL: Fine-grained Feature Mining Prompt Learning for Few-Shot Class Incremental Learning", 33rd International Joint Conference on Artificial Intelligence (IJCAI), pp. 1299-1307, Jeju, South Korea, August 3-9, 2024. 【pdf】【source code】
3. Hongbo Sun, Xiangteng He and Yuxin Peng*, "HCL: Hierarchical Consistency Learning for Webly Supervised Fine-Grained Recognition", IEEE Transactions on Multimedia (TMM), Vol. 26, pp. 5108-5119, Mar. 2024.【pdf】【source code】
4. Hongbo Sun, Xiangteng He, Jiahuan Zhou and Yuxin Peng*, "Fine-Grained Visual Prompt Learning of Vision-Language Models for Image Recognition", 31st ACM Multimedia Conference (ACM MM), pp. 5828–5836, Ottawa, Canada, Oct.29 - Nov.3, 2023. 【pdf】
5. Hongbo Sun, Xiangteng He and Yuxin Peng*, "SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization", 30th ACM Multimedia Conference (ACM MM), pp. 5853–5861, Lisbon, Portugal, Oct. 10-14, 2022. (Oral, Full Paper) 【pdf】【source code】【PPT】
6. Zichen Liu, Hongbo Sun, Yuxin Peng, Jiahuan Zhou*, "DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation", 38th AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, February 20 - 27, 2024.【pdf】

Personal Interests

• Basketball