Divyansha Lachi

Divyansha Lachi

Machine Learning Ph.D. Student @ Georgia Institute of Technology

Email: divyansha1115@gmail.com

About Me

Hi! I'm Divyansha, a Ph.D. student in Machine Learning at the Georgia Institute of Technology, where I am fortunate enough to be advised by Prof. Eva Dyer. My main areas of interest are graph machine learning and neuro-inspired AI. My current research focuses on developing scalable frameworks for multi-graph pre-training and new methods for representation learning, particularly in domains with complex and unstructured data that challenge conventional approaches. I’m passionate about figuring out how the brain works and what makes it tick. I believe that by understanding the brain, we can unlock new insights for science and AI. If you are interested in collaborating, feel free to reach out!

News

Sep 2024

Genomic bottleneck 🧬 published at PNAS

Our work on genomic bottleneck has been published in the Proceedings of the National Academy of Sciences.

Read the paper
Aug 2024

Stochastic Genomic Bottleneck 🧠 preprint released

We've released a preprint for our work on Stochastic Genomic Bottleneck. The work will be presented at NAISys 2024.

View preprint
Jul 2024

GraphFM 🌐 preprint released

We've released a preprint for our work on GraphFM, a new framework for multi-graph pretraining.

View preprint
Aug 2023

Started Ph.D. at Georgia Tech

I've begun my journey as a Machine Learning Ph.D. student at Georgia Institute of Technology.

Education

Ph.D. in Machine Learning

Georgia Institute of Technology

Advised by Prof. Eva Dyer

B.Tech. in Computer Science and Engineering

National Institute of Technology Silchar

Intermediate Science (Physics, Chemistry, Mathematics, Biology)

Rukmani Birla Modern High School, Jaipur

Experience

Graduate Research Assistant

Georgia Institute of Technology

Advised by Prof. Eva Dyer

Research Assistant

Cold Spring Harbor Lab

Advised by Prof. Anthony Zador

Research Intern

Brown University

Advised by Prof. Thomas Serre

Research Intern

Max Plank Institute for Brain Research

Advised by Prof. Moritz Helmstaedter

Research Intern

International Institute of Information Technology Hyderabad

Advised by Prof. Suryakanth V Gangashetty