Raghav Singhal

5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (3) ACL (1) ICLR (1)

Top co-authors

Rajesh Ranganath (4) Mark Goldstein (2) Ryan Teehan (1) Praneeth Vepakomma (1) Lerrel Pinto (1) Chen-Yu Yen (1) Zhou Yu (1) Mengye Ren (1) Zachary Horvitz (1) Kathleen McKeown (1)

Keywords

federated learning (1) low-rank adaptation (1) parameter efficient fine-tuning (1) large language model (1) exact aggregation (1)

Papers

FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Large Language Models ACL 2025

A General Framework for Inference-time Scaling and Steering of Diffusion Models ICML 2025

What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions ICML 2024

Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction ICML 2024

Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions ICLR 2023