Group 1 - Graduate student party members are an important part of high-level talent and are seen as a driving force for future technological breakthroughs and national governance [1] - The core task is to maintain and develop the advanced nature of graduate student party members, ensuring they are not only academically proficient but also politically steadfast and ideologically sound [1] - A systematic and effective long-term mechanism for the advanced education of graduate student party members is crucial for the continuity of the party's cause and the long-term stability of the country [1] Group 2 - Strengthening ideological guidance is essential, with a focus on integrating the party's innovative theories into the education of graduate student party members [2] - Practical activities such as establishing "Party Member Pioneer Research Positions" and organizing interdisciplinary "Party Member Task Forces" are encouraged to enhance skills and foster a spirit of innovation and collaboration [2] - A robust organizational support mechanism is necessary for the establishment and effective operation of a long-term education mechanism, with specific responsibilities assigned to school party committees and department organizations [2]