36 citations · 48 across the 11 of their papers we have counts for
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cs.CL2022★ 3 cited
FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks
Weilong Dong, Xinwei Wu, Junzhuo Li +3
Massively multi-task learning with large language models has recently made substantial progress on few-shot generalization. However, this is usually performed in a centralized lear…
cs.LG2022★ 2 cited
Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework
Junzhuo Li, Xinwei Wu, Weilong Dong +3
Knowledge distillation (KD) has been widely used for model compression and knowledge transfer. Typically, a big teacher model trained on sufficient data transfers knowledge to a sm…