Amirali Aghazadeh's Avatar

Amirali Aghazadeh

@amiralia

ML/AI/CS/Information+Science | Assistant Prof. @GeorgiaTech | @UCBerkeley @Stanford @RiceECE alum https://amirmohan.github.io/

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13.11.2024
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Latest posts by Amirali Aghazadeh @amiralia

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Excited to announce our paper, SHAP zero, has been accepted into NeurIPS 2025!

SHAP zero takes the first steps toward extracting biological insights at scale from machine learning models by amortizing the cost of explanations across large-scale biological datasets.

22.09.2025 15:09 πŸ‘ 2 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Sparse Autoencoders for Low-$N$ Protein Function Prediction and Design Predicting protein function from amino acid sequence remains a central challenge in data-scarce (low-$N$) regimes, limiting machine learning-guided protein design when only small amounts of assay-labe...

Our new work on the utility of SAEs in low-N protein function prediction and design arxiv.org/abs/2508.185...

27.08.2025 19:08 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

πŸš€πŸš€πŸš€ Super excited that our Agentic AI for Origins of Life is covered in a story in journal Nature. #ai #astroagents

02.05.2025 17:49 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Research involves day science and night science, requiring you to become good at both. Day science proceeds in logical steps and specializes in hypothesis testing, but to generate new ideas we pop out to the creative night science world, where leaps among ideas are made possible.

28.12.2024 18:28 πŸ‘ 48 πŸ” 6 πŸ’¬ 1 πŸ“Œ 1
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A great conclusion to my Generative and Geometric AI class at GT with several interesting projects and posters. #GenAI

03.12.2024 23:51 πŸ‘ 9 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Great read on ruggedness of protein fitness landscapes

26.11.2024 12:01 πŸ‘ 8 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Here’s the updated Computational Biology Starter Pack! Let me know if you'd like to be included.

go.bsky.app/QVPoZXp

24.11.2024 16:33 πŸ‘ 175 πŸ” 77 πŸ’¬ 80 πŸ“Œ 5

I will be happy to be on the list.

24.11.2024 20:28 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I am new to this area but happy to be included. Thanks.

23.11.2024 15:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Happy to be on the list, thanks

21.11.2024 14:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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I must admit that this annotated Nature abstract remains a useful recipe for constructing a summary paragraph. I show it to my students every time we get started.

19.11.2024 16:41 πŸ‘ 238 πŸ” 42 πŸ’¬ 13 πŸ“Œ 0
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Report: Every dollar of NIH research funding doubles in economic returns Research funded by the National Institutes of Health (NIH) generated $2.46 in economic activity for every $1 of funding in 2023, a total of $92.9 billion, according to an

Research funded by NIH generated $2.46 in economic activity for every $1 of funding in 2023 [a total of $92.9 billion]

www.fiercebiotech.com/research/rep...

17.11.2024 23:55 πŸ‘ 248 πŸ” 106 πŸ’¬ 2 πŸ“Œ 13
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Action Intent Links | Bluesky Authors, websites, and apps can use action intent links to implement "Share on Bluesky" buttons, or similar in-app actions. Logged-in users will be directed to the corresponding action view in the Blu...

We strongly suggest that academic publishers and other platforms that host research rapidly implement a Share to Bluesky button for their articles. Here's how:

docs.bsky.app/docs/advance...

#AcademicSky #HigherEd #Altmetrics

18.11.2024 14:48 πŸ‘ 11361 πŸ” 4592 πŸ’¬ 167 πŸ“Œ 248

This pack is now up to 67 people, broadly in AI and advanced data for science. Follow along, and forward me others who should be there! πŸ¦‹πŸ¦‹

go.bsky.app/JeFdryY

16.11.2024 16:32 πŸ‘ 45 πŸ” 15 πŸ’¬ 22 πŸ“Œ 0

Happy to be added; thanks

16.11.2024 19:13 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I would be happy to be added, thanks.

16.11.2024 12:16 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Happy to be on the list :)

15.11.2024 01:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I'm looking forward to engaging on #chemsky. Missed #chemtwitter!

13.11.2024 21:31 πŸ‘ 277 πŸ” 33 πŸ’¬ 16 πŸ“Œ 7