Projects

Selected research projects.

Fun fact: All the methods in my research series are named after bands.

EMNLP 2026 Findings Calibration Data Selection

OASIS

Learning What Matters: End-to-End Adaptive Calibration Data Selection for LLM Pruning

Mengting Ai, Sirui Chen, Xinrui He, Maggie Zarekarizi, Kommy Weldemariam, Jingrui He

Project page coming soon
COLM 2026 LLM Compression

NIRVANA

Structured Pruning Reimagined for Large Language Model Compression

Mengting Ai, Tianxin Wei, Sirui Chen, Jingrui He