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 Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language ModelsACM Transactions on Evolutionary Learning and Optimization (TELO), 2025 |
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 Deep Learning for Code Intelligence: Survey, Benchmark and ToolkitACM Computing Surveys (ACM Comput. Surv.), 2023 |
 Enhancing Robot Program Synthesis Through Environmental ContextNeural Information Processing Systems (NeurIPS), 2023 |
 Large Language Models as Analogical ReasonersInternational Conference on Learning Representations (ICLR), 2023 |
 Is Self-Repair a Silver Bullet for Code Generation?International Conference on Learning Representations (ICLR), 2023 |
 Fully Autonomous Programming with Large Language ModelsAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2023 |
 Teaching Large Language Models to Self-DebugInternational Conference on Learning Representations (ICLR), 2023 |
 Planning with Large Language Models for Code GenerationInternational Conference on Learning Representations (ICLR), 2023 |
 A Survey on Natural Language Processing for ProgrammingInternational Conference on Language Resources and Evaluation (LREC), 2022 |
 Generating Sequences by Learning to Self-CorrectInternational Conference on Learning Representations (ICLR), 2022 |
 BenchPress: A Deep Active Benchmark GeneratorInternational Conference on Parallel Architectures and Compilation Techniques (PACT), 2022 |
 Tensor Program Optimization with Probabilistic ProgramsNeural Information Processing Systems (NeurIPS), 2022 |
 Neural Program Synthesis with QueryInternational Conference on Learning Representations (ICLR), 2022 |
 Programmatic Policy Extraction by Iterative Local SearchInternational Conference on Inductive Logic Programming (ILP), 2022 |
 Transcribing Natural Languages for The Deaf via Neural Editing ProgramsAAAI Conference on Artificial Intelligence (AAAI), 2021 |
 Latent Execution for Neural Program SynthesisNeural Information Processing Systems (NeurIPS), 2021 |
 Learning to Combine Per-Example Solutions for Neural Program SynthesisNeural Information Processing Systems (NeurIPS), 2021 |
 Case-based Reasoning for Natural Language Queries over Knowledge BasesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
