28 citations · 54 across the 4 of their papers we have counts for
4 papers
Magicoder: Empowering Code Generation with OSS-Instruct
Yuxiang Wei, Zhe Wang, Jiawei Liu +2
We introduce Magicoder, a series of fully open-source (code, weights, and data) Large Language Models (LLMs) for code that significantly closes the gap with top code models while h…
Revisiting the Plastic Surgery Hypothesis via Large Language Models
Chunqiu Steven Xia, Yifeng Ding, Lingming Zhang
Automated Program Repair (APR) aspires to automatically generate patches for an input buggy program. Traditional APR tools typically focus on specific bug types and fixes through t…
Establishing a stronger baseline for lightweight contrastive models
Wenye Lin, Yifeng Ding, Zhixiong Cao +1
Recent research has reported a performance degradation in self-supervised contrastive learning for specially designed efficient networks, such as MobileNet and EfficientNet. A comm…
Tree-structured Auxiliary Online Knowledge Distillation
Wenye Lin, Yangning Li, Yifeng Ding +1
Traditional knowledge distillation adopts a two-stage training process in which a teacher model is pre-trained and then transfers the knowledge to a compact student model. To overc…