Scholar

Virginia Smith

Google Scholar ID: bldHpWIAAAAJ

Carnegie Mellon University

Machine LearningOptimizationDistributed Systems

Google Scholar↗

Citations & Impact

All-time

Citations

26,776

H-index

36

i10-index

63

Publications

20

Co-authors

41

list available

Contact

No contact links provided.

Publications

19 items

DSPA: Dynamic SAE Steering for Data-Efficient Preference Alignment

2026

Cited

0

IsoCompute Playbook: Optimally Scaling Sampling Compute for LLM RL

2026

Cited

0

POPE: Learning to Reason on Hard Problems via Privileged On-Policy Exploration

2026

Cited

1

Research in Collaborative Learning Does Not Serve Cross-Silo Federated Learning in Practice

2025

Cited

0

RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models

2025

Cited

0

Semantic Agreement Enables Efficient Open-Ended LLM Cascades

2025

Cited

0

PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries

2025

Cited

0

e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs

2025

Cited

0

Resume (English only)

Co-authors

41 total

University of Chicago

Google Research

Michael I. Jordan

Professor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley

Google DeepMind

Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)