🧑💻 About Me
I am about to join 
as an algorithm engineer, where I would focus on promoting the reasoning capabilities of large language models and developing travel-related intelligent agents. Currently, I am a third-year master in Southeast University, under the supervision of Yi Zhou. Prior to this, I received my bachelor’s degree from ZhengZhou University. My research interests include incremental learning and open-world learning, especially in object detection and image classification.
🔥 News
- 2025.03: 🎉🎉 Our latest paper in incremenral learning is available at here.
- 2024.06: 🎉🎉 One paper accepted by ICIP 2024. [CCF-C类].
- 2024.04: 🎉🎉 One paper accepted by IEEE Transactions on Intelligent Vehicles (IEEE T-IV). [JCR-Q1].
📝 Publications
Under review
Sheng Luo, Yi Zhou, Tao Zhou
Keywords:
- General Incremental Learning
- Real-world Scenarios
- Entropy Minimization and Gradient Recalibration
ICIP 2024
OpenDet-D:Open World Object Detection Via Cooperative Foundation Models for Driving Scenes
Sheng Luo, Yi Zhou
Keywords:
- Visual Prompt Generation
- Unknown Object Labeling
- Open-set Detection and Incremental Learning
IEEE T-IV
Sheng Luo, Wei Chen, Yi Zhou, et al.
Keywords:
- Language-centric Multi-task Modeling
- Vision-centric and -beyond Multi-modal Understanding
- Prompting Techniques and World Model
🎖 Honors and Awards
- 2024.10 Education Foundation Scholarship (Top 5%)
- 2023.10 Academic Second Scholarship (Top 30%)
- 2022.10 Academic Second Scholarship (Top 30%)
- 2021.10 National Encouragement Scholarship (Top 5%)
📖 Educations
- 2022.09 - 2025.06 (now), Master, School of Software Engineering, Southeast University, Suzhou, Jiangsu Province.
- 2018.09 - 2022.06, Bachelor, Department of School of Computer and Artificial Intelligence, ZhengZhou University, Zhengzhou, Henan Province.
- 2015.09 - 2018.06, No.1 Middle School Yiyang City, Yiyang, Hunan Province.
💻 Internships
- 2024.05 - 2024.11, DiDi L-Lab Group, Beijing.
😋 Hobbies (布局太丑，后续调整…)
西红柿炒鸡蛋
看似简单，其实也简单。
擂椒皮蛋
卖相差点，但味道不错。
红油炒鸡
咸香可口，配饭绝配。