Abhyankar, Nikhil

3 publications

ICLR 2026 LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery Nikhil Abhyankar, Sanchit Kabra, Saaketh Desai, Chandan K. Reddy

TMLR 2026 LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers Nikhil Abhyankar, Parshin Shojaee, Chandan K. Reddy

TMLR 2024 Data-Centric Defense: Shaping Loss Landscape with Augmentations to Counter Model Inversion Si Chen, Feiyang Kang, Nikhil Abhyankar, Ming Jin, Ruoxi Jia