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
Genomic bottleneck 🧬 published at PNAS
Our work on genomic bottleneck has been published in the Proceedings of the National Academy of Sciences.
Read the paperStochastic 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 preprintGraphFM 🌐 preprint released
We've released a preprint for our work on GraphFM, a new framework for multi-graph pretraining.
View preprintStarted 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