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

23 items

Open-Weight LLM Fine-Tuning Defenses are Susceptible to Simple Attacks

2026

Cited

0

Curriculum Learning for Safety Alignment

2026

Cited

0

Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation

2026

Cited

0

Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?

2026

Cited

0

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

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)