BULLPEN: Sample-Efficient LLM Profiling

2026 | Under review at ICLR 2027 | Advisor: Reza Abbasi-Asl

Representation learning and meta-learning on model zoos. BULLPEN builds multi-channel model embeddings to profile LLMs from a small number of samples, supporting algorithm and model selection.