1.1k citations · 1.6k across the 12 of their papers we have counts for
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3 papers · 1 filter
cs.SE2022★ 7 cited
A Survey on Pretrained Language Models for Neural Code Intelligence
Yichen Xu, Yanqiao Zhu
As the complexity of modern software continues to escalate, software engineering has become an increasingly daunting and error-prone endeavor. In recent years, the field of Neural…
cs.PL2022★ 1 cited
A case for DOT: Theoretical Foundations for Objects With Pattern Matching and GADT-style Reasoning
Aleksander Boruch-Gruszecki, Radosław Waśko, Yichen Xu +1
Many programming languages in the OO tradition now support pattern matching in some form. Historical examples include Scala and Ceylon, with the more recent additions of Java, Kotl…
cs.LG2022★ 19 cited
A Survey on Deep Graph Generation: Methods and Applications
Yanqiao Zhu, Yuanqi Du, Yinkai Wang +4
Graphs are ubiquitous in encoding relational information of real-world objects in many domains. Graph generation, whose purpose is to generate new graphs from a distribution simila…