Chandan K. Reddy

LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery

DecAEvolve: Decompose, Adapt, and Evolve, or Three Pillars of Effective LLM-based Scientific Equation Discovery

SATA-BENCH: Select All That Apply Benchmark for Multiple Choice Questions

LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers

Distractor Injection Attacks on Large Reasoning Models: Characterization and Defense

SurfaceBench: Can Self-Evolving LLMs Find the Equations of 3D Scientific Surfaces?

LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models

Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective

FalseReject: A Resource for Improving Contextual Safety and Mitigating Over-Refusals in LLMs via Structured Reasoning

Mitigating Selection Bias with Node Pruning and Auxiliary Options

Distribution Shift Aware Neural Feature Transformation