NewX | Research Hub

Citations & Impact

All-time

Citations

5,573

H-index

31

i10-index

56

Publications

20

Co-authors

21

list available

Contact

Emailmahdavi@cse.psu.edu TwitterOpen ↗GitHubOpen ↗

Publications

12 items

From Task Mixtures to Specialized Experts

2026

Cited

0

Conditional Optimal Bridge for Riemannian Activation Steering

2026

Cited

0

Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing

2026

Cited

0

Curvature-Guided Module Localization for Low-Rank Detoxification of Backdoored Large Language Models

2026

Cited

0

Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability

2026

Cited

0

Merge before Forget: A Single LoRA Continual Learning via Continual Merging

2025

Cited

0

Model Merging via Multi-Teacher Knowledge Distillation

2025

Cited

0

On the Convergence and Stability of Distributed Sub-model Training

2025

Cited

0

Resume

Academic Achievements

NSF CAREER Award (IIS: Robust Intelligence, 2023)
Mark Fulk Best Student Paper Award at Conference on Learning Theory (COLT, 2012)
Top Cited Paper Award, Journal of Applied Mathematics and Computation (Elsevier, 2010)
Ph.D. Thesis: 'Exploiting smoothness in statistical learning, sequential prediction, and stochastic optimization'
Published multiple papers in top venues including NeurIPS, ICLR, AISTATS, and Electronic Journal of Statistics

Co-authors

17 total