I am currently a third-year Ph.D. student at Rutgers University, under the supervision of Prof. Desheng Zhang. I also work closely with Prof. Yu Yang, Prof. Yunhuai Liu and Prof. Tian He. I obtained my master degree from New York University. My research focuses on Spatio-Temporal Data Mining, Urban Computing, Reinforcement Learning and Large Language Model. I am particularly interested in production-driven research that delivers significant economic and social impact. Applications of my research have been evaluated and deployed in the areas of Smart Logistics, Intelligent Transportation and Smart City.

I am currently on the job market and open to exploring various opportunities. Please feel free to contact me (qy129@rutgers.edu) if you are interested in discussing potential collaborations or positions!

Recent News

• Nov.2024: One paper about abnormal address correction in Logistics systems accepted by KDD’25(Applied Data Science Track)
• Oct.2024: Serve as Reviewer for KDD’25
• Jul.2024: One paper about Multi-agent Reinforcement Learning accepted by CIKM’24
• Jan.2024: Serve as Reviewer for KDD’24
• May.2023: Join JD Logistics as Research Intern

Selected Publications

• [KDD’25] AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data
  Qinchen Yang, Zhiqing Hong, Dongjiang Cao, Haotian Wang, Zejun Xie, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang
• [CIKM’24] MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions
  Qinchen Yang, Zejun Xie, Hua Wei, Desheng Zhang, Yu Yang
• [Remote Sensing] Mapping plastic mulched farmland for high resolution images of unmanned aerial vehicle using deep semantic segmentation
  Qinchen Yang, Man Liu, Zhitao Zhang, Shuqin Yang, Jifeng Ning, Wenting Han