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Işıl Dillig

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titleconferencedate
MatchBox: A Semantic Foundation for Data Plane PortabilityPLDI 20262026-06-15
MatchBox provides a provable translation pipeline that turns source match-action tables into compact, semantically equivalent target tables using a new…
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Optimal Predicate Pushdown SynthesisPLDI 20262026-06-15
Systematically moves filters through stateful fold-based UDFs by synthesizing the strongest pre-filter Q and weakest residual P' that preserve semantics via a…
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Homomorphism Calculus for User-Defined AggregationsPLDI 20262026-06-15
Introduces a decidable homomorphism calculus and a synthesis tool Inc that reduces dataframe homomorphism verification to a local per-row check via a…
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Active Learning for Neurosymbolic Program SynthesisPLDI 20262026-06-15
Proposes a concrete active-learning pipeline for neurosymbolic synthesis that models neural uncertainty with constrained conformal evaluation and avoids…
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Choose, Don’t Label: Multiple-Choice Query Synthesis for Program DisambiguationPLDI 20262026-06-15
A new active-learning system called Socrates generates multiple-choice queries (each option a Hoare triple) instead of asking users to label concrete inputs…
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Probabilistic Inference for Datalog with Correlated InputsPLDI 20262026-06-15
A new Datalog extension called Praline implements probabilistic inference that accounts for arbitrary input correlations by reducing exact inference to a…
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Syntra: Synthesizing Cross-Layer Controllers for Low-Latency Video StreamingNSDI '262026-05-04
A tool called Syntra synthesizes a cross-layer controller from a symbolic worst-case model and a declarative, lexicographic objective, using bounded-horizon…
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Automated Discovery of Tactic Libraries for Interactive Theorem ProvingOOPSLA 20252025-10-16
A tool called TacMineR builds Tactic Dependence Graphs (TDGs) that encode formal input/output dependencies between tactic applications, finds isomorphic…
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Neurosymbolic Program Synthesis: Bridging Perception and Reasoning in Real-World(…)PLDI 20252025-06-16
Neurosymbolic Program Synthesis combines pretrained neural primitives (vision models, classifiers, LLMs) with DSLs and symbolic constructs, using LLM-guided…
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Graphiti: Bridging Graph and Relational Database QueriesPLDI 20252025-06-16
Builds an automated pipeline called Graphiti that encodes user mappings as a user-provided transformer, automatically derives a standard transformer, and…
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From Batch to Stream: Automatic Generation of Online AlgorithmsPLDI 20242024-06-24
Automated method extracts a relational function signature via static analysis, builds initial state by evaluating each spec on the empty list, and synthesizes…
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Semantic Code Refactoring for Abstract Data TypesPOPL 20242024-01-14
Automates ADT refactoring by taking an original implementation, a new data layout and a relational representation invariant, then synthesizing each method via…
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Programming-by-Demonstration for Long-Horizon Robot TasksPOPL 20242024-01-14
PROLEX synthesizes robot control programs by turning demonstrations into regex-like sketches, completing holes with an LLM-guided search, and pruning…
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Data Extraction via Semantic Regular Expression SynthesisOOPSLA 20232023-10-23
Smore implements semantic regexes that combine syntactic patterns with semantic predicates (dates, ranges, locations, person/org types) and synthesizes them by…
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Inductive Program Synthesis Guided by Observational Program SimilarityOOPSLA 20232023-10-23
Introduces SyMetric, a tool that replaces observational equivalence with a domain-specific observational similarity metric to cluster programs into…
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Automated Translation of Functional Big Data Queries to SQLOOPSLA 20232023-10-23
Translates Spark RDD-style functional queries to SQL using counterexample-guided inductive synthesis plus a novel column-wise decomposition that extracts…
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ImageEye: Batch Image Processing using Program SynthesisPLDI 20232023-06-17
A synthesis pipeline that learns programs in a neuro-symbolic DSL uses Amazon recognition detectors and an enumerative synthesizer with equivalence-reduction…
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Automated Detection of Under-Constrained Circuits in Zero-Knowledge ProofsPLDI 20232023-06-17
Tool QED2 performs semantic reasoning over Circom-generated polynomial equations by combining SMT solving with lightweight uniqueness inference in an…
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Automated Policy Synthesis for System Call SandboxingOOPSLA 20202020-11-15
Abhaya automatically generates sound, optimal syscall-whitelisting policies by combining a scalable static analysis with an SMT-guided synthesis phase. The…
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Ask Me Anything with Işıl DilligPLDI 20202020-06-15
Covers practical advising tips — co-design problems with students, balance hands-off and hands-on mentorship, and foster group social time — plus concrete…
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