Yiming Yang
Professor of Language
Technologies Institute and Machine Learning Department
School
of Computer Science of Carnegie Mellon University
Addresses
Yiming
Yang Email: yiming AT cs
DOT cmu DOT edu |
Recent Research
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LIKELIHOOD-BASED GENERATIVE REASONING: Latent
reasoning as probabilistic inference, unifying diffusion/flow models and
likelihood-based preference optimization for principled alignment
·
AGENTIC LLMs, RETRIEVAL & EVALUATION: Community-driven
agents, generative retrieval, tool-use RL, scalable test-time reasoning, and
rigorous benchmarking
·
GENERATIVE AI FOR SCIENCE & OPTIMIZATION: Unsupervised
generative methods for combinatorial optimization, MILP, PDE solvers, inverse
design, and scientific discovery.