35 citations · 35 across the 2 of their papers we have counts for
2 papers
cs.LG2025
CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning
Jun Zhang, Jue Wang, Huan Li +3
Active learning (AL) reduces human annotation costs for machine learning systems by strategically selecting the most informative unlabeled data for annotation, but performing it in…
cs.CL2023★ 35 cited
Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
Jun Zhang, Jue Wang, Huan Li +4
We present a novel inference scheme, self-speculative decoding, for accelerating Large Language Models (LLMs) without the need for an auxiliary model. This approach is characterize…