84 citations · 356 across the 59 of their papers we have counts for
5 papers · 2 filters
Active Learning for Neurosymbolic Program Synthesis
Celeste Barnaby, Qiaochu Chen, Ramya Ramalingam +2
The goal of active learning for program synthesis is to synthesize the desired program by asking targeted questions that minimize user interaction. While prior work has explored ac…
Probabilistic Inference for Datalog with Correlated Inputs
Jingbo Wang, Shashin Halalingaiah, Weiyi Chen +2
Probabilistic extensions of logic programming languages, such as ProbLog, integrate logical reasoning with probabilistic inference to evaluate probabilities of output relations; ho…
Homomorphism Calculus for User-Defined Aggregations
Ziteng Wang, Ruijie Fang, Linus Zheng +2
Data processing frameworks like Apache Spark and Flink provide built-in support for user-defined aggregation functions (UDAFs), enabling the integration of domain-specific logic. H…
Graphiti: Bridging Graph and Relational Database Queries
Yang He, Ruijie Fang, Isil Dillig +1
This paper presents an automated reasoning technique for checking equivalence between graph database queries written in Cypher and relational queries in SQL. To formalize a suitabl…
Automated Discovery of Tactic Libraries for Interactive Theorem Proving
Yutong Xin, Jimmy Xin, Gabriel Poesia +3
Enabling more concise and modular proofs is essential for advancing formal reasoning using interactive theorem provers (ITPs). Since many ITPs, such as Rocq and Lean, use tactic-st…