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PLDI 2020
Mon 15 - Fri 19 June 2020
Fri 19 Jun 2020 08:40 - 09:00 at PLDI Research Papers live stream - Synthesis III Chair(s): Santosh Nagarakatte

Syntax-guided synthesis (SyGuS) aims to find a program satisfying semantic specification as well as user-provided structural hypotheses. There are two main synthesis approaches: enumerative synthesis, which repeatedly enumerates possible candidate programs and checks their correctness, and deductive synthesis, which leverages a symbolic procedure to construct implementations from specifications. Neither approach is strictly better than the other: automated deductive synthesis is usually very efficient but only works for special grammars or applications; enumerative synthesis is very generally applicable but limited in scalability.

In this paper, we propose a cooperative synthesis technique for SyGuS problems with the conditional linear integer arithmetic (CLIA) background theory, as a novel integration of the two approaches, combining the best of the two worlds. The technique exploits several novel divide-and-conquer strategies to split a large synthesis problem to smaller subproblems. The subproblems are solved separately and their solutions are combined to form a final solution. The technique integrates two synthesis engines: a pure deductive component that can efficiently solve some problems, and a height-based enumeration algorithm that can handle arbitrary grammar. We implemented the cooperative synthesis technique, and evaluated it on a wide range of benchmarks. Experiments showed that our technique can solve many challenging synthesis problems not possible before, and tends to be more scalable than state-of-the-art synthesis algorithms.

Fri 19 Jun
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08:00 - 09:00: PLDI Research Papers - Synthesis III at PLDI Research Papers live stream
Chair(s): Santosh NagarakatteRutgers University, USA

YouTube lightning session video

pldi-2020-papers08:00 - 08:20
Qinheping HuUniversity of Wisconsin-Madison, USA, John CyphertUniversity of Wisconsin-Madison, USA, Loris D'AntoniUniversity of Wisconsin-Madison, USA, Thomas RepsUniversity of Wisconsin-Madison, USA
pldi-2020-papers08:20 - 08:40
Ruyi JiPeking University, China, Jingjing LiangPeking University, China, Yingfei XiongPeking University, China, Lu ZhangPeking University, China, Zhenjiang HuPeking University, China
pldi-2020-papers08:40 - 09:00
Kangjing HuangPurdue University, USA, Xiaokang QiuPurdue University, USA, Peiyuan ShenPurdue University, USA, Yanjun WangPurdue University, USA