Jia-Bin Huang Profile picture
Sep 16, 2021 β€’ 9 tweets β€’ 3 min read β€’ Read on X
How to find a research internship?

Doing an internship helps
β€’ expand your network πŸ•ΈοΈ,
β€’ explore new topics πŸ’‘,
β€’ learn new research skills πŸ”¬, and
β€’ earn more money πŸ’°!

But how can we find good internship opportunities? πŸ€”
A thread πŸ‘‡πŸ‘‡πŸ‘‡
*Find a supportive advisor*

Choose an advisor that encourages/supports/allows students doing summer internships. Some may require you to work on funded projects during the summers or delay graduation should you do internships.

Reach out to prior students and learn more!
*Stay connected*

Many internship opportunities are not broadcasted through public posting, but via emails among faculty members. Stay connected so that you get the best info (e.g., ask your friends/advisor forward relevant posting).
*Get on Twitter*

There are many great internship (or jobs) opportunities advertised on Twitter.
*Apply broadly*

You never know whether your expertise/interest match one of the teams in industrial labs (as their focuses may vary dramatically each year).

Remember, you cannot get an offer from a position you did not apply to!
*Apply early*

Most of the positions are accepted *on a rolling basis*. If you apply late, you may find that most of the positions have been filled already. πŸ˜”
*Send cold emails*

If you find researchers whose interests match yours very well, don't be shy and send them cold emails!

More on cold emails:
*Extend and finish your project*

Summer went by very fast. Very ofter you will need a few extra months to finish the work and turn it into a good paper.

This involves your advisor's support, company policy (e.g. code/data release or IP), and immigration issues (e.g. CPT).
Happy Interning!

Best of luck with your applications!

β€’ β€’ β€’

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More from @jbhuang0604

Oct 26, 2023
How to get unstuck?

"It doesn't work." πŸ€·β€β™€οΈπŸ€·β€β™‚οΈ

In most research projects, ~99% of the time your experiments DO NOT work. What should we do to get ourselves unstuck? πŸ€”

Sharing some tips I found useful. 🧡
*Help your mentors help you*

Tell them:
1⃣ WHY did you do the experiments?
2⃣ HOW did you do the experiments?
3⃣ WHAT did you see from the results?

Your mentors have more experience than you and are willing to help.

But you have to help them help you.
*Make your experiments easy to understand*

If you only verbally describe why/how/what you did, it's difficult for others to fully understand the process.

πŸ‘‰ Visualize your workflow
πŸ‘‰ Document the details

Your mentors are more likely to catch some issues here and there.
Read 11 tweets
Jun 5, 2023
How to draw an overview figure?

Creating a clear and informative overview figure is crucial for visualizing HOW your method works.

But how? πŸ€” Let's deep dive with 🐒 Image
*Choose the right level of abstraction*

Simplifying complex procedures helps improve clarity.

Ask yourself what the key message you want to convey. Don't overwhelm your readers with unnecessary details. Image
*Think in terms of computational graph*

Most methods process some INPUT with some COMPUTATION to produce some OUTPUT.

Visualize the flow with a "computational graph".

β€’ Nodes: Computation
β€’ Arrows: Dependency Image
Read 14 tweets
May 30, 2023
How to write a rebuttal for a conference?

Writing an effective rebuttal helps answer questions, address reviewers' concerns, clarify misunderstandings, and help the AC make an informed decision.

But it takes work to write a good one. 😟

Sharing some tips I found useful. 🧡
*Start positive*

Start with summarizing all the strengths noted by the reviewers and adding quotes to provide evidence.

Remind the reviewers and AC of
"Why should this paper be accepted?"
*Neutralize negative comments*

AC and other reviewers may only see all the NEGATIVE comments you responded to.

Neutralize them.

limited novelty πŸ‘‰ technical novelty
insufficient experiments πŸ‘‰ experimental validation
missing baseline πŸ‘‰ baseline comparison Image
Read 9 tweets
May 3, 2023
How to meet with your advisors/mentors?

If you are a grad student, having effective regular meetings with advisors or mentors is absolutely crucial for your success!

Here are some tips on how to make the most of it! 🧡 Image
*Present results*

❌ Collect and present the results you got in the last week? Terrible idea! 😱

Your advisor sees your results for the first time in the meeting? It means they don't have time to understand and think about them.

βœ… Share and discuss results async FREQUENTLY.
*Make an agenda*

❌ Dive into technical details too quickly.

βœ… Make an agenda. Manage the meeting to ensure you cover all the topics you want to discuss.
Read 8 tweets
Apr 15, 2023
How to do experiments?

Junior students often feel stressed before the weekly meeting with their advisors because their experiments do not go well. 😩😰😱

Some tips on why, what, and how to do experiments. 🧡 Image
*Why? πŸ€”*

❌ Do an experiment to get improved performance.
βœ… Do an experiment to test a hypothesis.

Many students trying to show improved results with experiments are missing the point.

Your goal of experiments should be to validate/test your research questions.
*What? πŸ€”*

What experiments should we do?

This involves three main steps:
1⃣ identify key research questions
2⃣break them down into baby steps
3⃣design experiments that best answer those questions
Read 11 tweets
Apr 5, 2023
How to multitask?

Feeling overwhelmed with multiple tasks on your to-do list? 😩

How do we effectively manage and juggle between tasks? 🀹 πŸ€Ήβ€β™‚οΈ πŸ€Ήβ€β™€οΈ Some tips below.πŸ‘‡ Image
*Calm down*

Don't panic! With good prioritization and strategy, I am sure you will nail this!
*Prioritization*

Multitasking is just an illusion of rapid context switches.

To do well, identify each task's importance and urgency and develop a strategy.
Read 10 tweets

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