Research
Selected publications and workshop papers.
MoE Lens — An Expert Is All You Need
Practical downstream application of interpretability for compute optimization.
Marmik Chaudhari, Idhant Gulati, Nishkal Hundia, Pranav Karra,Shivam Raval
ICLR SLLM Workshop 2025★ Advisory capacity
Augmenting X-ray Astronomical Representations with Scientific Knowledge through Contrastive Learning
Multimodal representation alignment for astronomical data.
Juan Rafael Martínez-Galarza, Nicolò Oreste Pinciroli Vago,Shivam Raval, Carolina Cuesta-Lazaro, Melanie Weber, David Alvarez-Melis, Alberto Accomazzi, Cecilia Garraffo, Joshua Knutson, Ryan Thill, Christopher B Green, Imantha Ahangama
ICLR Re-Align Workshop 2025
Hypertrix: An Indicatrix for High-Dimensional Visualizations
Visualizing and identifying anomalous distortion in visual projections.
Shivam Raval, Fernanda Viegas, Martin Wattenberg
IEEE VIS 2024★ Best Short Paper Award