Yuhang Dong

Beyond Via: Analysis and Estimation of the Impact of Large Language Models in Academic Papers. https://arxiv.org/abs/2603.25638

Designed a voting website for a mobile game, so that players could vote for their favourite characters and view the voting results simultaneously. Analyzed 10+ million votes to show character popularity and maintained the hightraffic back-end and deployment. Communicated with netizens on the forum and processed feedback. GitHub link: https://github.com/ArknightsVote/ArknightsVote

Reproduced a paper using Genetic Algorithms to plan the optimal route for the vehicle to pass through a curve. Engineered and embedded the Python algorithm into the ROS2 operating system on the vehicle computer. Achieved real-time performance by processing on-board camera position data to calculate the optimal route within a strict 100ms constraint, handling the required I/O with ROS2, which was maintained by teammates.

Analyzed the timestamp and position, inferred the Points of Interest (POI) of the vehicles, drew the hourly state transition diagram, recognized the behavior patterns of the vehicles, and finally inferred the potential charging demand. Utilized a variety of charts to show results automatically through ECharts. Collaborated with a teammate who focused on developing the front-end visualizations.