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What challenges do you face when you want to tip in graduate school?
Publishing top conference papers (TIP, such as NIPS, ICML, CVPR, ICLR, etc.) is a very challenging task. ) at the graduate stage. Here are some possible challenges:

1. High-quality research ideas: Top conferences usually need very high-quality papers, so they need innovative and valuable research ideas. This requires in-depth understanding and keen insight in this field.

2. Experimental design and data analysis: In order to prove the effectiveness of the research ideas, rigorous experimental design and data analysis are needed. This may require some programming skills and statistical knowledge.

3. Time management: Postgraduates have a heavy learning task and need to take into account course study, experimental research and thesis writing. In addition, top-level meetings usually have strict deadlines, so it is necessary to arrange the time reasonably to ensure that papers are submitted on time.

4. English writing ability: top conferences usually require writing papers in English, so they need to have good English writing ability. This may be a challenge for non-native English speakers.

5. Academic communication and cooperation: It is very important to maintain good communication and cooperation with tutors and classmates and complete high-quality papers. In addition, attending academic conferences and seminars is also a way to improve one's research level and expand academic influence.

6. Paper revision and submission: After submitting the paper, you may receive feedback from reviewers. Revising and resubmitting according to the reviewer's suggestion is a long and challenging process. In addition, top-level conferences are highly competitive and may require multiple submissions to be published successfully.

In a word, it takes a lot of energy and time to publish the top conference papers at the graduate level. In the face of these challenges, it is very important to keep a positive attitude, constantly improve your ability and seek help from others.