👋 Hi! I’m Lin Chen, an academic capybara on the journey to the world of Artificial General Intelligence (AGI).

🌱 I’m currently a PhD Student at Institute of Automation, Chinese Academy of Sciences (CASIA), advised by Prof. Shiming Xiang. Prior to that, I received my bachelor degree from Shandong University in 2024.

👀 My primary research interests include open-world computer vision and multimodal learning.

✉ You can contact me with chenlin2024@ia.ac.cn.

🔥 News

2025.11.13, 2025.11.26 Two papers for Open-Vocabulary Semantic Segmentation are accepted! 🚀🚀🚀
2025.07.17 Agentar-DeepFinace-100K is released! 🚀🚀🚀

📖 Educations

2024.09 - Now, PhD, Institute of Automation, Chinese Academy of Sciences, Beijing.
2020.09 - 2024.7, Bachelor, School of Software, Shandong University, Jinan.
2017.05 - 2020.07, Huanggang High School of Hubei Province.

💻 Experiences

2025.12 - Now Research Intern @ Hunyuan, Tencent
2024.12 - 2025.11 Research Intern @ Ant Group

📝 Publications

	Agentar-DeepFinance-100K: A Large-Scale Financial Dataset via Systematic Chain-of-Thought Synthesis Optimization Xiaoke Zhao, Zhaowen Zhou, Lin Chen, Lihong Wang, Zhiyi Huang, Kaiyuan Zheng, et al. Technical Report*, 2025. [Paper] [Github] [Hugging Face]
	SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM Lin Chen, Yingjian Zhu, Qi Yang, Xin Niu, Kun Ding, Shiming Xiang Machine Intelligence Research, 2025. [Paper]
	Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation Lin Chen, Qi Yang, Kun Ding, Zhihao Li, Gang Shen, Fei Li, Qiyuan Cao, Shiming Xiang Neurocomputing, 2025. [Paper] [Projector Page] [Code] [Hugging Face]

🎖 Honors and Awards

2024.07 Shandong University Outstanding Graduate
2022.11 2nd National Prize in Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM).
2021.11 1st National Prize in Chinese Mathematics Competitions (CMC).
2021.10 National Scholarship (Undergraduate)

🔍 Services