Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Dataset Source Code
FlexCAD
FlexCAD aims at achieving controllable CAD generation across all CAD construction hierarchies. It takes an original CAD model along with the part the user intends to modify (highlighted in blude) as input, and generates multiple…
Microsoft Research Blog
Research Focus: Week of March 24, 2025
In this issue, we examine a new conversation segmentation method that delivers more coherent and personalized agent conversation, and we review efforts to improve MLLMs’ understanding of geologic maps. Check out the latest research and…
Publication
Cheap Permutation Testing
Dataset Source Code
Chain of Reasoning (CoR)
Repo for “Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective”
Video
Differentially Private Synthetic Data without Training
Generating differentially private (DP) synthetic data that closely resembles original data while preserving user privacy is a scalable solution to address privacy concerns in today’s data-driven world. In this talk, I will introduce Private Evolution…
Video
Celebrating Susan Dumais: Reflections on a Legacy of Research and Collaboration | Plenary Session
Plenary session at the March 14, 2025 “Festschrift” celebrating the career of Susan Dumais. We hear from Susan, who provides a few reflections, as well as two people who helped shape her research and career:…
Dataset Source Code
Steering LLMs for better instruction following
This repository contains the code for the paper “Improving Instruction-Following in Language Models through Activation Steering,” presented at ICLR 2025.