About Me

Hi! I’m Linkang Dong (董林康), a CS PhD student at Beijing Institute of Technology & Shanghai Innovation Institute. I am currently exploring the fields of Reinforcement Learning for Large Language Models (RL4LLM) and Embodied AI.

✨ Recent Activities

• Completed a survey on LLM Policy Gradient. [pdf]
• Created a Reinforcement Learning Notes website. [web]

📖 Education

PhD Student in Computer Science | Sep 2025 – Present
Beijing Institute of Technology (BIT) & Shanghai Innovation Institute (SII) 🏢

Bachelor of Computer Science and Technology | Sep 2021 – Jun 2025
Beijing Institute of Technology (BIT) 🏛️

📝 Publications

• Ye, Y., Tian, Y., Liu, C. H., Dong, L., Qi, G., & Wu, D. (2025). AoI-aware Air-Ground Mobile Crowdsensing by Multi-Agent Curriculum Learning with Collaborative Observation Augmentation. IEEE Transactions on Mobile Computing, (01), 1-13. [link] [bib]
• Li, Y., Wang, Q., Hao, Z., Hu, S., Wu, J., Dong, L. (2025). IRAL: Robust and versatile UAV localization using infrared vision and altitude sensor fusion. Measurement, 242, 115917. [link] [bib]

🎈Experience & Awards

• 2021-2022: Co-founded Lingdong Workshop (Robotics Club) at BIT and received University Outstanding Student Award.
• 2021-2022: Led team to Second Prize in China National University Students’ Opt-Sci-Tech Competition(全国大学生光电设计竞赛).
• 2022-2023: Won First Prize in Chinese Mathematics Competitions(全国大学生数学竞赛) and served as Deputy Director of Intelligent Sensing Club.
• 2023-2024: Participated in China Intelligent Robot Fighting Competition(中国智能机器人格斗及竞技大赛) with Second Prize and served as Huawei Cloud HCSD Campus Ambassador(校园大使).

📫 Contact Me

🤗Chat with me on WeChat!😍