Yiming Yang

Professor, Language Technologies Institute and Machine Learning Department
School of Computer Science, Carnegie Mellon University

Curriculum Vitae · Publications

GHC 5703, LTI · 5000 Forbes Avenue
Pittsburgh, PA 15213-8213

Email: yiming AT cs DOT cmu DOT edu

Recent Research

GENERATIVE MACHINE LEARNING & AI: Unifying generative modeling and structured reasoning through probabilistic, geometric, and dynamic perspectives, with applications to combinatorial optimization and scientific discovery.
AGENTIC LLM MODELING: Modeling, learning, and evaluation of LLM-based agents and multi-agent systems, with emphasis on scalable reasoning, decision-making, and coordination.

Teaching

11-769 Generative Machine Learning — Spring 2027 (12 units)
Tu & Th, 12:30–1:50 PM · Course homepage
Autoregressive, diffusion, flow matching, and energy-based generative paradigms across language, images, and structured problems.

11-741/11-441 Machine Learning with Graphs — Fall 2025
Fall 2025 syllabus