• Harvard AI and Robotics Lab

    Welcome to the Harvard AI and Robotics Lab. We aim to transform human wellbeing through the power of artificial intelligence and robotics through our passionate research.

    ABOUT US

  • Recent Articles

    View our most recent research publications.

    READ MORE

  • Opportunities

    Find opportunities for collaborations and education.

    CONTACT US

AI for video editing and 4D scene generation

Our team focuses on advancing text-to-video editing and text-to-4D generation technologies to enable more dynamic and immersive content creation. Our core projects explore how to achieve more precise text-to-video editing and stronger consistency in 3D/4D scene generation models.

Read More

Large language model safety

Our team aims to identify and quantify potential safety issues in large language models such as inconsistency and privacy leakage, which will be mitigated by developing novel AI techniques to finetune standard large language models.

Read More

Error bounds for AI models

AI research is both theoretical and computational. It is important to have a deep understanding of different AI models’ error bounds and associated factors. One of our recent studies is to analyze the impact of data distribution on fairness guarantees in equitable deep learning.

Read More

AI-powered smart devices and robotics for low vision

AI-powered smart devices such as smart glasses and robotics have emerged as a promising way to assist people with low vision. We are developing multimodal AI models that are optimized for visually impaired individuals, which will be used with smart glasses and robotics.

Read More

Equitable AI for disease screening

Our team is dedicated to developing equitable AI models for disease screening with a special focus on ocular diseases. Recently, we have developed a fair identity normalization technique to improve model performance equity.

Read More

AI for medical data cleaning

Our team is dedicated to developing AI-based data cleaning technologies, aiming to provide cleaner data and enhance diagnostic outcomes for eye diseases.

Read More

Vision loss detection and progression prediction

Our team aim to better characterize the functional loss from ocular diseases with the goals of developing novel diagnostic methods and improving the progression prediction.

Read More

Interpretable AI for pathophysiology discovery

Our team aims to design a deep learning model to quantify the retinal layer importance and regional importance of each retinal layer in predicting various ocular and systematic diseases.

Read More

What We Do

Harvard AI and Robotics Lab strives to transform human wellbeing through the power of artificial intelligence and robotics with our passionate research. Our AI and robotics research spans generative AI, multimodal large language models, AI fairness, AI in medicine, and AI-powered smart devices and robotics. We publish our research in prominent AI conferences such as CVPR and ICLR and leading scientific journals. We are dedicated to promoting knowledge-sharing and research collaborations.

READ MORE

Media Report: AI Equity

In this video interview, Dr. Mengyu Wang discussed AI equity issues.

Read More
MORE THAN 80
PUBLICATIONS
MORE THAN 5
MILLION USD GRANTS RECEIVED
MORE THAN 20
RESEARCH MEMBERS