Selected Publications
Recent papers on efficient, agentic, and trustworthy large language models.
Importance-Guided Basis Selection for Low-Rank Decomposition of Large Language Models
, Ernie Chang, Yang Li
Decomposed Trust: Exploring Privacy, Adversarial Robustness and Ethics of Low-Rank LLMs
, Md Mokarram Chowdhury, Yang Li
IMPACT: Importance-Aware Activation Space Reconstruction
Md Mokarram Chowdhury, , Ernie Chang, Yang Li
Streamlining Language Models via Semantic Basis Analysis
Yang Li*, , Changsheng Zhao, Ernie Chang, Yangyang Shi, Vikas Chandra
Predicting Electricity Market Price Using Machine Learning and Quantifying Dependency Beyond Renewable Energy
, Mark Tetteh, Regina Esi Turkson, Lucy Manu Agyei, Obadiah Denteh Asare